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/*
* Coffeeright (c) 2002-2003 by J. Luis
*
* This program is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; version 2 of the License.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* Contact info: w3.ualg.pt/~jluis
*--------------------------------------------------------------------*/
/* Program: cvlib_mex.c
* Purpose: matlab callable routine to interface with some OpenCV library functions
*
* Revision 1.0 31/08/2006 Joaquim Luis
* Revision 2.0 19/10/2006 JL Edge 'laplace' needed exlicit kernel input
* Revision 3.0 27/10/2006 JL Updated cvHoughCircles call to 1.0
* Revision 4.0 07/11/2006 JL Erode & Diltate in cvHoughCircles (almost the same shit)
* Revision 5.0 29/11/2006 JL Added half a dozen of functions more (line, rect, circ, poly, ellip, inpaint)
* Revision 6.0 02/12/2006 JL Added FillPoly and FillConvexPoly
*
*/
#include <math.h>
#include "mex.h"
#include <cv.h>
#define TRUE 1
#define FALSE 0
struct CV_CTRL {
/* active is TRUE if the option has been activated */
struct UInt8 { /* Declare byte pointers */
int active;
unsigned char *img_out, *img_in, *tmp_img_in, *tmp_img_out;
} UInt8;
struct Int8 { /* Declare byte pointers */
int active;
char *img_out, *img_in, *tmp_img_in, *tmp_img_out;
} Int8;
struct UInt16 { /* Declare short int pointers */
int active;
unsigned short int *img_out, *img_in, *tmp_img_in, *tmp_img_out;
} UInt16;
struct Int16 { /* Declare unsigned short int pointers */
int active;
short int *img_out, *img_in, *tmp_img_in, *tmp_img_out;
} Int16;
struct Int32 { /* Declare unsigned int pointers */
int active;
int *img_out, *img_in, *tmp_img_in, *tmp_img_out;
} Int32;
struct Float { /* Declare float pointers */
int active;
float *img_out, *img_in, *tmp_img_in, *tmp_img_out;
} Float;
struct Double { /* Declare double pointers */
int active;
double *img_out, *img_in, *tmp_img_in, *tmp_img_out;
} Double;
};
void JapproxPoly(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]);
void Jresize(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]);
void Jfloodfill(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]);
void JgoodFeatures(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]);
void JhoughLines2(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]);
void JhoughCircles(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]);
void Jedge(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[], const char *method);
void JerodeDilate(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[], const char *method);
void JmorphologyEx(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]);
void Jcolor(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]);
void Jarithm(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[], const char *op);
void JaddWeighted(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]);
void Jflip(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]);
void JGetQuadrangleSubPix(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]);
void Jfilter(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]);
void Jsmooth(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]);
void Jegipt(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[], const char *op);
void Jshapes(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[], const char *op);
void Jinpaint(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]);
void Set_pt_Ctrl_in (struct CV_CTRL *Ctrl, const mxArray *pi , mxArray *pit, int interl);
void Set_pt_Ctrl_out1 ( struct CV_CTRL *Ctrl, mxArray *pi );
void Set_pt_Ctrl_out2 (struct CV_CTRL *Ctrl, mxArray *po, int interl);
int getNK(const mxArray *p, int which);
void interleave(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir);
void interleaveUI8(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir);
void interleaveI8(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir);
void interleaveUI16(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir);
void interleaveI16(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir);
void interleaveI32(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir);
void interleaveF32(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir);
void interleaveF64(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir);
void interleaveBlind(unsigned char in[], unsigned char out[], int nx, int ny, int nBands, int dir);
void interleaveDouble(double in[], double out[], int nx, int ny);
void localSetData(struct CV_CTRL *Ctrl, IplImage* img, int dir, int step);
void getDataType(struct CV_CTRL *Ctrl, const mxArray *prhs[], int *nBytes, int *img_depth);
void cvResizeUsage(), floodFillUsage(), goodFeaturesUsage(), houghLines2Usage();
void cannyUsage(), sobelUsage(), laplaceUsage(), erodeUsage(), dilateUsage();
void morphologyexUsage(), colorUsage(), flipUsage(), filterUsage(), findContoursUsage();
void JfindContours(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]);
void arithmUsage(), addWeightedUsage(), pyrDUsage(), pyrUUsage(), houghCirclesUsage();
void smoothUsage(), lineUsage(), plineUsage(), rectUsage(), circUsage(), eBoxUsage();
void inpaintUsage(), fillConvUsage(), fillPlineUsage();
/* --------------------------------------------------------------------------- */
/* Matlab Gateway routine */
void mexFunction(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
const char *funName;
if (n_in == 0) {
mexPrintf("List of currently coded OPENCV functions (original name in parentesis):\n");
mexPrintf("To get a short online help type cvlib_mex(funname)\n");
mexPrintf("E.G. cvlib_mex('resize')\n\n");
mexPrintf("\tadd (cvAdd)\n");
mexPrintf("\taddS (cvAddS)\n");
mexPrintf("\taddweighted (cvAddWeighted)\n");
//mexPrintf("\taffine2 (cvWarpAffine)\n"); // No help yet
mexPrintf("\tcanny (cvCanny)\n");
mexPrintf("\tcircle (cvCircle)\n");
mexPrintf("\tcolor (cvCvtColor)\n");
mexPrintf("\tcontours (cvFindContours)\n");
mexPrintf("\tdilate (cvDilate)\n");
mexPrintf("\tdiv (cvDiv)\n");
mexPrintf("\teBox (cvEllipseBox)\n");
mexPrintf("\terode (cvErode)\n");
mexPrintf("\tfilter (cvFilter2D)\n");
mexPrintf("\tfillpoly (cvFillPoly)\n");
mexPrintf("\tflip (cvFlip)\n");
mexPrintf("\tfloodfill (cvFloodFill)\n");
mexPrintf("\tgoodfeatures (cvGoodFeaturesToTrack)\n");
mexPrintf("\thoughlines2 (cvHoughLines2)\n");
mexPrintf("\thoughcircles (cvHoughCircles)\n");
mexPrintf("\tinpaint (cvInpaint)\n");
mexPrintf("\tlaplace (cvLaplace)\n");
mexPrintf("\tline (cvLine)\n");
mexPrintf("\tmorphologyex (cvMorphologyEx)\n");
mexPrintf("\tmul (cvMul)\n");
mexPrintf("\tpyrD (cvPyrDown)\n");
mexPrintf("\tpyrU (cvPyrUp)\n");
mexPrintf("\trectangle (cvRectangle)\n");
mexPrintf("\tresize (cvResize)\n");
mexPrintf("\tsmooth (cvSmooth)\n");
mexPrintf("\tsobel (cvSobel)\n");
mexPrintf("\tsub (cvSub)\n");
mexPrintf("\tsubS (cvSubS)\n");
return;
}
if(!mxIsChar(prhs[0]))
mexErrMsgTxt("CVLIB_MEX: First argument must be a string with the function to call!");
else
funName = (char *)mxArrayToString(prhs[0]);
if (!strcmp(funName,"resize"))
Jresize(n_out, plhs, n_in, prhs);
else if (!strcmp(funName,"dp"))
JapproxPoly(n_out, plhs, n_in, prhs);
else if (!strcmp(funName,"floodfill"))
Jfloodfill(n_out, plhs, n_in, prhs);
else if (!strncmp(funName,"lin",3) || !strncmp(funName,"rec",3) || !strncmp(funName,"cir",3) ||
!strcmp(funName,"eBox"))
Jshapes(n_out, plhs, n_in, prhs, funName);
else if (!strcmp(funName,"goodfeatures"))
JgoodFeatures(n_out, plhs, n_in, prhs);
else if (!strcmp(funName,"houghlines2"))
JhoughLines2(n_out, plhs, n_in, prhs);
else if (!strcmp(funName,"houghcircles"))
JhoughCircles(n_out, plhs, n_in, prhs);
else if (!strcmp(funName,"inpaint"))
Jinpaint(n_out, plhs, n_in, prhs);
else if (!strcmp(funName,"contours"))
JfindContours(n_out, plhs, n_in, prhs);
else if (!strcmp(funName,"sobel") || !strcmp(funName,"laplace") || !strcmp(funName,"canny"))
Jedge(n_out, plhs, n_in, prhs, funName);
else if (!strcmp(funName,"erode") || !strcmp(funName,"dilate"))
JerodeDilate(n_out, plhs, n_in, prhs, funName);
else if (!strcmp(funName,"morphologyex"))
JmorphologyEx(n_out, plhs, n_in, prhs);
else if (!strcmp(funName,"color"))
Jcolor(n_out, plhs, n_in, prhs);
else if (!strcmp(funName,"affine2"))
JGetQuadrangleSubPix(n_out, plhs, n_in, prhs);
else if ( !strcmp(funName,"add") || !strcmp(funName,"sub") || !strcmp(funName,"mul") ||
!strcmp(funName,"div") || !strcmp(funName,"addS") || !strcmp(funName,"subS") )
Jarithm(n_out, plhs, n_in, prhs, funName);
else if (!strcmp(funName,"addweighted"))
JaddWeighted(n_out, plhs, n_in, prhs);
else if (!strcmp(funName,"flip"))
Jflip(n_out, plhs, n_in, prhs);
else if (!strcmp(funName,"filter"))
Jfilter(n_out, plhs, n_in, prhs);
else if (!strcmp(funName,"smooth"))
Jsmooth(n_out, plhs, n_in, prhs);
else if (!strcmp(funName,"pyrU") || !strcmp(funName,"pyrD") )
Jegipt(n_out, plhs, n_in, prhs, funName);
else
mexErrMsgTxt("CVLIB_MEX: unrecognized function name!");
}
/* --------------------------------------------------------------------------- */
void Jresize(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
int nx, ny, nBands, out_dims[3], nx_out, ny_out, nBytes, isMN, img_depth;
int cv_code = CV_INTER_LINEAR;
double *ptr_d, size_fac;
const char *interpMethod;
IplImage* src_img = 0;
IplImage* dst_img = 0;
mxArray *ptr_in, *ptr_out;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for errors in user's call to function. -------------------- */
if (n_in == 1) { cvResizeUsage(); return; }
if (n_out > 2)
mexErrMsgTxt("RESIZE returns only one argument!");
if (n_in < 3 || n_in > 4 )
mexErrMsgTxt("RESIZE needs two or three input arguments!");
ptr_d = mxGetPr(prhs[2]);
if (mxGetM(prhs[2]) * mxGetN(prhs[2]) == 2) {
ny_out = (int)ptr_d[0]; nx_out = (int)ptr_d[1];
isMN = 1;
}
else if (mxGetM(prhs[2]) * mxGetN(prhs[2]) == 1) {
size_fac = *ptr_d;
isMN = 0;
}
else
mexErrMsgTxt("RESIZE: second argument must be a scalar or a two elements vector!");
if (n_in == 4) {
if(!mxIsChar(prhs[3]))
mexErrMsgTxt("RESIZE: Third argument must be a valid string!");
else
interpMethod = (char *)mxArrayToString(prhs[3]);
if (!strcmp(interpMethod,"nearest"))
cv_code = CV_INTER_NN;
else if (!strcmp(interpMethod,"bilinear"))
cv_code = CV_INTER_LINEAR;
else if (!strcmp(interpMethod,"bicubic"))
cv_code = CV_INTER_CUBIC;
else if (!strcmp(interpMethod,"area"))
cv_code = CV_INTER_AREA;
else
mexErrMsgTxt("RESIZE: Unknow interpolation method!");
}
if ( cv_code != CV_INTER_NN && !(mxIsLogical(prhs[1]) || mxIsUint8(prhs[1]) ||
mxIsUint16(prhs[1]) || mxIsSingle(prhs[1])) ) {
mexPrintf("RESIZE ERROR: Interpolation methods other than nearest-neighbor accept only\n");
mexErrMsgTxt(" the folloowing input data types: logical, uint8, uint16 & single.\n");
}
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
if (!isMN) {
nx_out = cvRound(nx * size_fac);
ny_out = cvRound(ny * size_fac);
}
out_dims[0] = ny_out;
out_dims[1] = nx_out;
out_dims[2] = nBands;
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
/* ------ Create pointers for output and temporary arrays ------------------------ */
ptr_in = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
ptr_out = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
out_dims, mxGetClassID(prhs[1]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in ( Ctrl, prhs[1], ptr_in, 1 ); /* Set pointer & interleave */
src_img = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, src_img, 1, nx * nBands * nBytes );
Set_pt_Ctrl_out1 ( Ctrl, ptr_out );
//dst_img = cvCreateImage(cvSize(nx_out, ny_out), img_depth , nBands );
dst_img = cvCreateImageHeader(cvSize(nx_out, ny_out), img_depth , nBands );
localSetData( Ctrl, dst_img, 2, nx_out * nBands * nBytes );
cvResize(src_img,dst_img,cv_code);
cvReleaseImageHeader( &src_img );
mxDestroyArray(ptr_in);
plhs[0] = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
out_dims, mxGetClassID(prhs[1]), mxREAL);
Set_pt_Ctrl_out2 ( Ctrl, plhs[0], 1 ); /* Set pointer & desinterleave */
cvReleaseImageHeader( &dst_img ); //cvCreateImage is ued to initialize it, why not deallocate it accordingly?
//cvReleaseImage( &dst_img );
mxDestroyArray(ptr_out);
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
}
/* --------------------------------------------------------------------------- */
void Jfloodfill(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
unsigned char *mask_img, *tmp_mask;
int nx, ny, nx2, ny2, nBands, m, n, nx_var, c = 0, nBytes, img_depth;
int lo, up, flags, r, g, b, x, y;
int ffill_case = 1;
int lo_diff = 20, up_diff;
int connectivity = 4;
int is_mask = 0;
int new_mask_val = 255;
double *ptr_d;
IplImage* src_img = 0;
IplImage* mask = 0;
CvPoint seed;
CvConnectedComp comp;
CvScalar color;
CvScalar brightness;
CvSize roi = {0,0};
mxArray *ptr_in, *mx_ptr;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for errors in user's call to function. -------------------- */
if (n_in == 1) { floodFillUsage(); return; }
else if (n_out > 2 || n_out == 0)
mexErrMsgTxt("FLOODFILL returns one or two output arguments!");
else if (n_out == 2)
is_mask = 1;
/* Check that input image is of type UInt8 */
if (!mxIsUint8(prhs[1]))
mexErrMsgTxt("FLOODFILL ERROR: Invalid input data type. Only valid type is: UInt8.\n");
if (n_in != 3)
mexErrMsgTxt("FLOODFILL requires 2 input arguments!");
else if (mxIsStruct(prhs[2])) {
mx_ptr = mxGetField(prhs[2], 0, "Point");
if (mx_ptr == NULL)
mexErrMsgTxt("FLOODFILL 'Point' field not provided");
ptr_d = mxGetPr(mx_ptr);
x = (int)ptr_d[0]; y = (int)ptr_d[1];
mx_ptr = mxGetField(prhs[2], 0, "Tolerance");
if (mx_ptr != NULL) {
ptr_d = mxGetPr(mx_ptr);
lo_diff = (int)ptr_d[0];
}
mx_ptr = mxGetField(prhs[2], 0, "Connect");
if (mx_ptr != NULL) {
ptr_d = mxGetPr(mx_ptr);
connectivity = (int)ptr_d[0];
}
mx_ptr = mxGetField(prhs[2], 0, "FillColor");
if (mx_ptr != NULL) {
ptr_d = mxGetPr(mx_ptr);
r = (int)ptr_d[0];
g = (int)ptr_d[1];
b = (int)ptr_d[2];
}
else {
b = rand() & 255, g = rand() & 255, r = rand() & 255;
}
}
else { /* cvfill_mex(img,[x y]) mode */
if (mxGetM(prhs[2]) * mxGetN(prhs[2]) != 2)
mexErrMsgTxt("FLOODFILL: Seed point error. Must be a 2 elements vector.");
ptr_d = mxGetPr(prhs[2]);
x = (int)ptr_d[0]; y = (int)ptr_d[1];
b = rand() & 255, g = rand() & 255, r = rand() & 255;
}
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
up_diff = lo_diff; /* Don't see any reason to have them different */
/* ------ Create pointer for temporary array ------------------------------------- */
ptr_in = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in ( Ctrl, prhs[1], ptr_in, 1 ); /* Set pointer & interleave */
src_img = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, src_img, 1, nx * nBands * nBytes );
if( is_mask ) {
nx2 = nx + 2; ny2 = ny + 2;
mask = cvCreateImage( cvSize(nx2, ny2), IPL_DEPTH_8U, 1 );
cvZero( mask );
}
seed = cvPoint(x,y);
lo = ffill_case == 0 ? 0 : lo_diff;
up = ffill_case == 0 ? 0 : up_diff;
flags = connectivity + (new_mask_val << 8) + (ffill_case == 1 ? CV_FLOODFILL_FIXED_RANGE : 0);
if( nBands == 3 ) {
color = CV_RGB( r, g, b );
cvFloodFill( src_img, seed, color, CV_RGB( lo, lo, lo ),
CV_RGB( up, up, up ), &comp, flags, is_mask ? mask : NULL );
}
else {
brightness = cvRealScalar((r*2 + g*7 + b + 5)/10);
cvFloodFill( src_img, seed, brightness, cvRealScalar(lo),
cvRealScalar(up), &comp, flags, is_mask ? mask : NULL );
}
plhs[0] = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
/* desinterleave */
interleaveBlind (Ctrl->UInt8.tmp_img_in, (unsigned char *)mxGetData(plhs[0]), nx, ny, nBands, -1);
cvReleaseImageHeader( &src_img );
mxDestroyArray(ptr_in);
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
if ( is_mask ) {
nx_var = mask->widthStep; /* BUG, this value is changed inside cvFloodFill */
tmp_mask = (unsigned char *)mxCalloc((nx*ny),sizeof(char));
/* Crop the mask such that it will have the same size as original image */
for (m = 1, c = 0; m < ny+1; m++)
for (n = 1; n < nx+1; n++)
tmp_mask[c++] = (unsigned char)(mask->imageData[m*nx_var + n] & 1);
plhs[1] = mxCreateNumericMatrix(ny, nx, mxLOGICAL_CLASS, mxREAL);
mask_img = mxGetData(plhs[1]);
interleaveBlind (tmp_mask, mask_img, nx, ny, 1, -1); /* Change from C to ML order */
mxFree((void *)tmp_mask);
cvReleaseImage( &mask );
}
}
/* --------------------------------------------------------------------------- */
void Jshapes(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[], const char *method) {
int nx, ny, nBands, nBytes, img_depth, inplace = FALSE;
int r, g, b, radius = 0, thickness = 1, line_type = 8;
int ind_opt = 4; /* Index of first optional argument in prhs */
double *ptr_d;
IplImage *src_img = 0, *dst = 0;
CvPoint pt1, pt2;
CvScalar color;
CvBox2D box;
mxArray *ptr_in, *mx_ptr;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for input and errors in user's call to function. ----------------- */
if (n_in == 1) {
if (!strncmp(method,"lin",3)) lineUsage();
else if (!strncmp(method,"rec",3)) rectUsage();
else if (!strncmp(method,"cir",3)) circUsage();
else if (!strcmp(method,"eBox")) eBoxUsage();
return;
}
else if (n_out > 1 )
mexErrMsgTxt("SHAPES returns either one or zero arguments!");
/* Check that input image is of type UInt8 */
if (!mxIsUint8(prhs[1]))
mexErrMsgTxt("SHAPES ERROR: Invalid input data type. Only valid type is: UInt8.\n");
if (!strcmp(method,"eBox") && n_in < 3)
mexErrMsgTxt("EllipseBox requires at least 2 input arguments!");
else if (strcmp(method,"eBox") && n_in < 4)
mexErrMsgTxt("SHAPES requires at least 3 input arguments!");
if (!strncmp(method,"lin",3) || !strncmp(method,"rec",3)) {
/* Those are mandatory */
if (mxGetM(prhs[2]) * mxGetN(prhs[2]) != 2)
mexErrMsgTxt("SHAPES: First point error. Must be a 2 elements vector.");
if (mxGetM(prhs[3]) * mxGetN(prhs[3]) != 2)
mexErrMsgTxt("SHAPES: Second point error. Must be a 2 elements vector.");
/* OK, now read the two points and assign them to the cvPoint structs */
ptr_d = (double *)mxGetData(prhs[2]);
pt1.x = (int)ptr_d[0]; pt1.y = (int)ptr_d[1];
ptr_d = (double *)mxGetData(prhs[3]);
pt2.x = (int)ptr_d[0]; pt2.y = (int)ptr_d[1];
}
else if (!strncmp(method,"cir",3)) {
if (mxGetM(prhs[2]) * mxGetN(prhs[2]) != 2)
mexErrMsgTxt("CIRCLE: First point error - the CENTER. Must be a 2 elements vector.");
ptr_d = (double *)mxGetData(prhs[2]);
pt1.x = (int)ptr_d[0]; pt1.y = (int)ptr_d[1];
ptr_d = (double *)mxGetData(prhs[3]);
radius = (int)ptr_d[0];
}
else if (!strcmp(method,"eBox")) {
if (mxIsStruct(prhs[2])) {
mx_ptr = mxGetField(prhs[2], 0, "center");
if (mx_ptr == NULL)
mexErrMsgTxt("EllipseBox 'center' field not provided");
if (mxGetM(mxGetField(prhs[2],0,"center")) * mxGetN(mxGetField(prhs[2],0,"center")) != 2)
mexErrMsgTxt("EllipseBox: 'center' must contain a 2 elements vector");
ptr_d = mxGetPr(mx_ptr);
box.center.x = (float)ptr_d[0];
box.center.y = (float)ptr_d[1];
mx_ptr = mxGetField(prhs[2], 0, "size");
if (ptr_d == NULL)
mexErrMsgTxt("EllipseBox 'size' field not provided");
if (mxGetM(mxGetField(prhs[2],0,"size")) * mxGetN(mxGetField(prhs[2],0,"size")) != 2)
mexErrMsgTxt("EllipseBox: 'size' must contain a 2 elements vector");
ptr_d = mxGetPr(mx_ptr);
box.size.width = (float)ptr_d[1]; /* On purpose change of width & height. The man is again */
box.size.height = (float)ptr_d[0]; /* very confuse. I think they mixed up one and the other */
mx_ptr = mxGetField(prhs[2], 0, "angle");
if (mx_ptr == NULL)
box.angle = 0.0f;
else {
ptr_d = mxGetPr(mx_ptr);
box.angle = (float)ptr_d[0];
}
n_in++; /* Since cvEllipseBox has one less input arg than cvLine, etc */
ind_opt = 3;
}
else
mexErrMsgTxt("EllipseBox: Second argument must be a structure.");
}
color = cvScalarAll(255); /* Default to a white line */
if (n_in > 4 && !mxIsEmpty(prhs[ind_opt])) { /* Line color */
ptr_d = (double *)mxGetData(prhs[ind_opt]);
if (mxGetM(prhs[ind_opt]) * mxGetN(prhs[ind_opt]) == 1) { /* Gray line */
r = (int)ptr_d[0];
color = CV_RGB( r, r, r );
}
else if (mxGetM(prhs[ind_opt]) * mxGetN(prhs[ind_opt]) == 3) { /* Color line */
r = (int)ptr_d[0]; g = (int)ptr_d[1]; b = (int)ptr_d[2];
color = CV_RGB( r, g, b );
}
else
mexErrMsgTxt("LINE: Fourth argument must be a 1 or a 3 elements vector.");
ind_opt++;
}
if (n_in > 5 && !mxIsEmpty(prhs[ind_opt])) /* Line thickness */
thickness = (int)(*mxGetPr(prhs[ind_opt++]));
if (n_in > 6 && !mxIsEmpty(prhs[ind_opt])) /* Line type */
line_type = (int)(*mxGetPr(prhs[ind_opt]));
if (thickness < 0) thickness = -1; /* Bug in OpenCV */
if (n_out == 0)
inplace = TRUE;
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
/* ------ Create pointer for temporary array ------------------------------------- */
ptr_in = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in ( Ctrl, prhs[1], ptr_in, 1 ); /* Set pointer & interleave */
src_img = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, src_img, 1, nx * nBands * nBytes );
if (!inplace) {
plhs[0] = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
dst = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
cvSetImageData( dst, (void *)mxGetData(plhs[0]), nx * nBytes * nBands );
localSetData( Ctrl, dst, 1, nx * nBands * nBytes );
if (!strncmp(method,"lin",3))
cvLine( dst, pt1, pt2, color, thickness, line_type, 0 );
else if (!strncmp(method,"rec",3))
cvRectangle( dst, pt1, pt2, color, thickness, line_type, 0 );
else if (!strncmp(method,"cir",3))
cvCircle( dst, pt1, radius, color, thickness, line_type, 0 );
else if (!strcmp(method,"eBox"))
cvEllipseBox( dst, box, color, thickness, line_type, 0 );
interleaveBlind (Ctrl->UInt8.tmp_img_in, (unsigned char *)mxGetData(plhs[0]), nx, ny, nBands, -1);
cvReleaseImageHeader( &dst );
}
else {
if (!strncmp(method,"lin",3))
cvLine( src_img, pt1, pt2, color, thickness, line_type, 0 );
else if (!strncmp(method,"rec",3))
cvRectangle( src_img, pt1, pt2, color, thickness, line_type, 0 );
else if (!strncmp(method,"cir",3))
cvCircle( src_img, pt1, radius, color, thickness, line_type, 0 );
else if (!strcmp(method,"eBox"))
cvEllipseBox( src_img, box, color, thickness, line_type, 0 );
/* desinterleave */
interleaveBlind (Ctrl->UInt8.tmp_img_in, (unsigned char *)mxGetData(prhs[1]), nx, ny, nBands, -1);
}
cvReleaseImageHeader( &src_img );
mxDestroyArray(ptr_in);
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
}
/* --------------------------------------------------------------------------- */
void JgoodFeatures(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
const int max_features = 100000;
int nx, ny, n, i, nBytes, img_depth, nBands, corner_count, nOut_corners = max_features;
unsigned char *ptr_gray;
double *ptr_d, quality_level = 0.1, min_distance = 10;
IplImage *src_img = 0, *eig_image, *temp_image, *src_gray;
CvSize roi = {0,0};
CvPoint2D32f* corners;
mxArray *ptr_in;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for errors in user's call to function. -------------------- */
if (n_in == 1) { goodFeaturesUsage(); return; }
/* Check that input image is of type UInt8 */
if ( !mxIsUint8(prhs[1]) )
mexErrMsgTxt("GOODFEATURES: Invalid input data type. Valid type is: UInt8.\n");
if (n_out > 1)
mexErrMsgTxt("GOODFEATURES returns only one output argument!");
if (n_in >= 3 && !mxIsEmpty(prhs[2]))
nOut_corners = (int)(*mxGetPr(prhs[2]));
if (n_in >= 4 && !mxIsEmpty(prhs[3]))
quality_level = *mxGetPr(prhs[3]);
if (n_in >= 5 && !mxIsEmpty(prhs[4]))
min_distance = *mxGetPr(prhs[4]);
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
/* ------ Create pointer for temporary array ------------------------------------- */
ptr_in = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in ( Ctrl, prhs[1], ptr_in, 1 ); /* Set pointer & interleave */
src_img = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, src_img, 1, nx * nBands * nBytes );
if (nBands == 3) { /* Convert to GRAY */
src_gray = cvCreateImageHeader( cvSize(nx, ny), 8, 1 );
ptr_gray = (unsigned char *)mxCalloc (nx*ny, sizeof (unsigned char));
cvSetImageData( src_gray, (void *)ptr_gray, nx );
cvCvtColor(src_img, src_gray, CV_BGR2GRAY);
for (i = 0; i < nx*ny; i++) /* Copy the transformed image into Ctrl field */
Ctrl->UInt8.tmp_img_in[i] = ptr_gray[i];
mxFree(ptr_gray);
cvReleaseImageHeader( &src_gray );
/* Here we're going to cheat the src_img in order to pretend that its 2D */
src_img->nChannels = 1;
src_img->widthStep = nx * nBytes;
src_img->imageSize = ny * src_img->widthStep;
}
eig_image = cvCreateImage( cvSize(nx, ny), 32, 1 );
temp_image = cvCreateImage( cvSize(nx, ny), 32, 1 );
corners = (CvPoint2D32f*)cvAlloc(max_features*sizeof(corners));
quality_level = 0.1;
corner_count = max_features;
cvGoodFeaturesToTrack( src_img, eig_image, temp_image, corners,
&corner_count, quality_level, min_distance, NULL, 3, 0, 0.04 );
/*if (corner_count > 0 )
cvFindCornerSubPix( src_img, corners, corner_count,
cvSize(10,10), cvSize(-1,-1),
cvTermCriteria(CV_TERMCRIT_ITER|CV_TERMCRIT_EPS,20,0.03));*/
cvReleaseImage( &eig_image );
cvReleaseImage( &temp_image );
cvReleaseImageHeader( &src_img );
mxDestroyArray(ptr_in);
/* ------ GET OUTPUT DATA --------------------------- */
nOut_corners = MIN(nOut_corners,corner_count);
plhs[0] = mxCreateNumericMatrix(nOut_corners, 2, mxDOUBLE_CLASS, mxREAL);
ptr_d = mxGetPr(plhs[0]);
for ( n = 0; n < nOut_corners; n++ ) {
ptr_d[n] = corners[n].x + 1; /* +1 because ML is one-based */
ptr_d[n+nOut_corners] = corners[n].y + 1;
}
cvFree((void **)&corners );
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
}
/* --------------------------------------------------------------------------- */
void JhoughLines2(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
int nx, ny, i, nBytes, img_depth, nBands, np, method = CV_HOUGH_PROBABILISTIC, thresh = 50;
unsigned char *ptr_gray;
const char *method_s;
double *ptr_d, *lineS, rho = 1, theta = CV_PI/180, par1 = 50, par2 = 15, a, b, x0, y0;
IplImage *src_img = 0, *dst_img, *src_gray;
CvPoint *line;
CvSeq* lines = 0;
CvMemStorage* storage;
mxArray *ptr_in, *ptr_out, *mx_ptr;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for input and errors in user's call to function. ----------------- */
if (n_in == 1) { houghLines2Usage(); return; }
/* Check that input image is of type UInt8 */
if ( !(mxIsUint8(prhs[1]) || mxIsLogical(prhs[1])) )
mexErrMsgTxt("HOUGHLINES2: Invalid input data type. Valid types are: UInt8 OR Logical.\n");
if (n_out != 1)
mexErrMsgTxt("HOUGHLINES2 returns one (and one only) output!");
if (n_in > 2) {
if(!mxIsChar(prhs[2]))
mexErrMsgTxt("CVLIB_MEX: Third argument must contain the METHOD string!");
else
method_s = (char *)mxArrayToString(prhs[2]);
if (strcmp(method_s,"standard") && strcmp(method_s,"probabilistic"))
mexErrMsgTxt("CVLIB_MEX: Unknown METHOD!");
if (!strcmp(method_s,"standard"))
method = CV_HOUGH_STANDARD;
if (n_in == 8) { /* We don't do any error tests in this case */
ptr_d = (double *)(mxGetData(prhs[3])); rho = ptr_d[0];
ptr_d = (double *)(mxGetData(prhs[4])); theta = ptr_d[0];
ptr_d = (double *)(mxGetData(prhs[5])); thresh = (int)ptr_d[0];
ptr_d = (double *)(mxGetData(prhs[6])); par1 = ptr_d[0];
ptr_d = (double *)(mxGetData(prhs[7])); par2 = ptr_d[0];
}
}
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
/* ------ Create pointers for output and temporary arrays ---------- */
ptr_in = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
if (!mxIsLogical(prhs[1]))
ptr_out = mxCreateNumericMatrix(ny, nx, mxGetClassID(prhs[1]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in ( Ctrl, prhs[1], ptr_in, 1 ); /* Set pointer & interleave */
src_img = cvCreateImageHeader( cvSize(nx, ny), 8, nBands );
localSetData( Ctrl, src_img, 1, nx * nBands * nBytes );
if (nBands == 3) { /* Convert to GRAY */
src_gray = cvCreateImageHeader( cvSize(nx, ny), 8, 1 );
ptr_gray = (unsigned char *)mxCalloc (nx*ny, sizeof (unsigned char));
cvSetImageData( src_gray, (void *)ptr_gray, nx );
cvCvtColor(src_img, src_gray, CV_BGR2GRAY);
for (i = 0; i < nx*ny; i++) /* Copy the transformed image into Ctrl field */
Ctrl->UInt8.tmp_img_in[i] = ptr_gray[i];
mxFree(ptr_gray);
cvReleaseImageHeader( &src_gray );
/* Here we're going to cheat the src_img in order to pretend that its 2D */
src_img->nChannels = 1;
src_img->widthStep = nx * nBytes;
src_img->imageSize = ny * src_img->widthStep;
}
storage = cvCreateMemStorage(0);
if (!mxIsLogical(prhs[1])) {
dst_img = cvCreateImageHeader( cvSize(nx, ny), 8, 1 );
Set_pt_Ctrl_out1 ( Ctrl, ptr_out );
localSetData( Ctrl, dst_img, 2, nx * nBytes );
cvCanny( src_img, dst_img, 50, 200, 3 );
lines = cvHoughLines2( dst_img, storage, method, rho, theta, thresh, par1, par2 );
cvReleaseImageHeader( &dst_img );
mxDestroyArray(ptr_out);
}
else /* Input was already a mask array */
lines = cvHoughLines2( src_img, storage, method, rho, theta, thresh, par1, par2 );
cvReleaseImageHeader( &src_img );
mxDestroyArray(ptr_in);
/* ------ GET OUTPUT DATA --------------------------- */
np = lines->total; /* total number of pairs of points */
plhs[0] = mxCreateCellMatrix(np, 1);
mx_ptr = mxCreateNumericMatrix(2, 2, mxDOUBLE_CLASS, mxREAL);
ptr_d = mxGetPr(mx_ptr);
if (method == CV_HOUGH_PROBABILISTIC) {
for( i = 0; i < np; i++ ) {
line = (CvPoint *)cvGetSeqElem(lines,i);
ptr_d[0] = (double)line[0].y + 1; /* +1 because ML is one-based */
ptr_d[1] = (double)line[1].y + 1;
ptr_d[2] = (double)line[0].x + 1;
ptr_d[3] = (double)line[1].x + 1;
mxSetCell(plhs[0],i,mxDuplicateArray(mx_ptr));
}
}
else { /* standard --> STUPID OUTPUT - NOT WORKING */
for( i = 0; i < np; i++ ) {
lineS = (double *)cvGetSeqElem(lines,i);
a = cos(lineS[1]), b = sin(lineS[1]);
x0 = a*lineS[0], y0 = b*lineS[0];
//mexPrintf("Merda i=%d\t%f \t%f \tx0=%f \ty0=%f\n",i,lineS[0],lineS[1],x0,y0);
ptr_d[0] = cvRound(y0 + 1000*(a));
ptr_d[1] = cvRound(y0 - 1000*(a));
ptr_d[2] = cvRound(x0 + 1000*(-b));
ptr_d[3] = cvRound(x0 - 1000*(-b));
mxSetCell(plhs[0],i,mxDuplicateArray(mx_ptr));
}
}
mxDestroyArray(mx_ptr);
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
}
/* --------------------------------------------------------------------------- */
void JhoughCircles(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
int nx, ny, i, nBytes, img_depth, nBands, np, thresh = 50, min_radius = 5, max_radius=0;
unsigned char *ptr_gray;
float *circ;
double *ptr_d, dp = 1, min_dist = 20, par1 = 50, par2 = 60;
IplImage *src_img = 0, *src_gray;
IplConvKernel *element = 0;
CvSeq* circles = 0;
CvMemStorage* storage;
mxArray *ptr_in;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for input and errors in user's call to function. ----------------- */
if (n_in == 1) { houghCirclesUsage(); return; }
/* Check that input image is of type UInt8 */
if ( !(mxIsUint8(prhs[1]) || mxIsLogical(prhs[1])) )
mexErrMsgTxt("HOUGHCIRCLES: Invalid input data type. Valid types are: Logical or UInt8.\n");
if (n_out != 1)
mexErrMsgTxt("HOUGHCIRCLES returns one (and one only) output!");
if (n_in >= 3 && !mxIsEmpty(prhs[2]))
dp = *mxGetPr(prhs[2]);
if (n_in >= 4 && !mxIsEmpty(prhs[3]))
min_dist = *mxGetPr(prhs[3]);
if (n_in >= 5 && !mxIsEmpty(prhs[4]))
par1 = *mxGetPr(prhs[4]);
if (n_in >= 6 && !mxIsEmpty(prhs[5]))
par2 = *mxGetPr(prhs[5]);
if (n_in >= 7 && !mxIsEmpty(prhs[6]))
min_radius = (int)*mxGetPr(prhs[6]);
if (n_in >= 8 && !mxIsEmpty(prhs[7]))
max_radius = (int)*mxGetPr(prhs[7]);
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
/* ------ Create pointer for temporary arrays ------------------------------------ */
ptr_in = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in ( Ctrl, prhs[1], ptr_in, 1 ); /* Set pointer & interleave */
src_img = cvCreateImageHeader( cvSize(nx, ny), 8, nBands );
localSetData( Ctrl, src_img, 1, nx * nBands * nBytes );
/* Don't really know hoe effective the next commands are, but at least it worked ONCE */
element = cvCreateStructuringElementEx( 4*2+1, 4*2+1, 4, 4, CV_SHAPE_ELLIPSE, 0 );
cvErode(src_img,src_img,element,1);
cvDilate(src_img,src_img,element,1);
if (nBands == 3) { /* Convert to GRAY */
src_gray = cvCreateImageHeader( cvSize(nx, ny), 8, 1 );
ptr_gray = (unsigned char *)mxCalloc (nx*ny, sizeof (unsigned char));
cvSetImageData( src_gray, (void *)ptr_gray, nx );
cvCvtColor(src_img, src_gray, CV_BGR2GRAY);
for (i = 0; i < nx*ny; i++) /* Copy the transformed image into Ctrl field */
Ctrl->UInt8.tmp_img_in[i] = ptr_gray[i];
mxFree(ptr_gray);
cvReleaseImageHeader( &src_gray );
/* Here we're going to cheat the src_img in order to pretend that its 2D */
src_img->nChannels = 1;
src_img->widthStep = nx * nBytes;
src_img->imageSize = ny * src_img->widthStep;
}
storage = cvCreateMemStorage(0);
/* smooth it, otherwise a lot of false circles may be detected */
cvSmooth( src_img, src_img, CV_GAUSSIAN, 5, 5, 0, 0 );
circles = cvHoughCircles( src_img, storage, CV_HOUGH_GRADIENT, dp, min_dist,
par1, par2, min_radius, max_radius );
cvReleaseImageHeader( &src_img );
mxDestroyArray(ptr_in);
/* ------------------- GET OUTPUT DATA --------------------------- */
np = circles->total; /* total number of pairs of points */
plhs[0] = mxCreateNumericMatrix(np, 3, mxDOUBLE_CLASS, mxREAL);
ptr_d = mxGetPr(plhs[0]);
for( i = 0; i < np; i++ ) {
circ = (float *)cvGetSeqElem(circles,i);
ptr_d[i] = (double)circ[0] + 1; /* +1 because ML is one-based */
ptr_d[i+np] = (double)circ[1] + 1;
ptr_d[i+2*np] = (double)circ[2];
}
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
}
/* --------------------------------------------------------------------------- */
void JfindContours(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
int nx, ny, i, j, nBytes, img_depth, nBands, np, ncont = 0;
unsigned char *ptr_gray;
double *ptr_d;
IplImage *src_img = 0, *dst_img, *src_gray;
CvPoint *PointArray;
CvSeq *contours = 0, *cont = 0;
CvMemStorage* storage;
mxArray *ptr_in, *ptr_out, *mx_ptr;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for input and errors in user's call to function. ----------------- */
if (n_in == 1) { findContoursUsage(); return; }
/* Check that input image is of type UInt8 */
if ( !(mxIsUint8(prhs[1]) || mxIsLogical(prhs[1])) )
mexErrMsgTxt("FINDCONTOURS: Invalid input data type. Valid types are: UInt8 OR Logical.\n");
if (n_out != 1)
mexErrMsgTxt("FINDCONTOURS returns one (and one only) output!");
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
/* ------ Create pointers for output and temporary arrays ---------- */
ptr_in = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
if (!mxIsLogical(prhs[1]))
ptr_out = mxCreateNumericMatrix(ny, nx, mxGetClassID(prhs[1]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in ( Ctrl, prhs[1], ptr_in, 1 ); /* Set pointer & interleave */
src_img = cvCreateImageHeader( cvSize(nx, ny), 8, nBands );
localSetData( Ctrl, src_img, 1, nx * nBands * nBytes );
/*
if (nBands == 3) { // Convert to GRAY
mexPrintf("Converting image to gray in cvlib_mex\n");
src_gray = cvCreateImageHeader( cvSize(nx, ny), 8, 1 );
ptr_gray = (unsigned char *)mxCalloc (nx*ny, sizeof (unsigned char));
cvSetImageData( src_gray, (void *)ptr_gray, nx );
cvCvtColor(src_img, src_gray, CV_BGR2GRAY);
for (i = 0; i < nx*ny; i++) // Copy the transformed image into Ctrl field
Ctrl->UInt8.tmp_img_in[i] = ptr_gray[i];
mxFree(ptr_gray);
cvReleaseImageHeader( &src_gray );
// Here we're going to cheat the src_img in order to pretend that its 2D
src_img->nChannels = 1;
src_img->widthStep = nx * nBytes;
src_img->imageSize = ny * src_img->widthStep;
}
*/
storage = cvCreateMemStorage(0);
/*
if (!mxIsLogical(prhs[1])) {
mexPrintf("Input image is not logical, running canny\n");
dst_img = cvCreateImageHeader( cvSize(nx, ny), 8, 1 );
Set_pt_Ctrl_out1 ( Ctrl, ptr_out );
localSetData( Ctrl, dst_img, 2, nx * nBytes );
cvCanny( src_img, dst_img, 50, 200, 3 );
ncont = cvFindContours( dst_img, storage, &contours, sizeof(CvContour),
CV_RETR_LIST, CV_CHAIN_APPROX_NONE, cvPoint(1,1) );
cvReleaseImageHeader( &dst_img );
mxDestroyArray(ptr_out);
}
else{
*/
/* Input was already a mask array */
//cvFindContours( src_img, storage, &contours, sizeof(CvContour),
// CV_RETR_LIST, CV_CHAIN_APPROX_SIMPLE, cvPoint(0,0) );
//mexPrintf("Input image is logical\n");
ncont = cvFindContours( src_img, storage, &contours, sizeof(CvContour),
CV_RETR_LIST, CV_CHAIN_APPROX_NONE, cvPoint(1,1) ); //jhhays, changed to 1,1 offset
//}
//mexPrintf("Merda2 ncont = %d\n", ncont);
cvReleaseImageHeader( &src_img ); //why only releasing the header? because that's all that was created
mxDestroyArray(ptr_in);
/* ------ GET OUTPUT DATA --------------------------- */
//for(ncont = 0; contours = contours->h_next; ncont++); /* count number of contours */
//mexPrintf("Merda2 ncont = %d\n", ncont);
//for(i = 0; i < 2; contours = contours->h_prev); /* rewind the contours sequence - STUPID, but with this CV manual ... */
//i = 0;
//while(contours = contours->h_prev){
// mexPrintf("back to node = %d\n", ncont - i);
// i++;
//}
//ncont = 523;
plhs[0] = mxCreateCellMatrix(ncont, 1);
for( i = 0; i < ncont; i++ ) {
np = contours->total; /* This is the number points in contour */
PointArray = (CvPoint*)malloc( np*sizeof(CvPoint) ); /* Alloc memory for contour point set */
cvCvtSeqToArray(contours, PointArray, CV_WHOLE_SEQ); /* Get contour point set. */
mx_ptr = mxCreateNumericMatrix(np, 2, mxDOUBLE_CLASS, mxREAL);
ptr_d = mxGetPr(mx_ptr);
for( j = 0; j < np; j++ ) {
ptr_d[j] = (double)PointArray[j].y;
ptr_d[j+np] = (double)PointArray[j].x;
}
mxSetCell(plhs[0],i,mxDuplicateArray(mx_ptr));
mxDestroyArray(mx_ptr); //this seems ok, but the memory leak still exists
free(PointArray);
contours = contours->h_next;
}
//mxDestroyArray(mx_ptr);
cvReleaseMemStorage(&storage);
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
}
/* --------------------------------------------------------------------------- */
void JapproxPoly(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
int nx, ny, i, j, nBytes, nz, np, ncont = 0;
double *ptr_d, par1 = 3;
CvMat *map_matrix = 0, *cont = 0;
CvMemStorage* storage = cvCreateMemStorage(0);
mxArray *ptr_in, *ptr_out, *mx_ptr;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for input and errors in user's call to function. ------- */
if (n_in == 1) { findContoursUsage(); return; }
ptr_d = mxGetPr(prhs[1]);
if (n_in == 3)
par1 = *mxGetPr(prhs[2]);
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nz = getNK(prhs[1],2);
map_matrix = cvCreateMatHeader( ny, nx, CV_64FC1 );
cvSetData( map_matrix, (void *)ptr_d, nx*8 );
cont = cvApproxPoly( map_matrix, sizeof(CvMat), storage, CV_POLY_APPROX_DP, par1, 0 );
return;
/* ------------------- GET OUTPUT DATA --------------------------- */
np = cont->rows; /* total number of surviving points */
plhs[0] = mxCreateNumericMatrix(np, nx, mxGetClassID(prhs[1]), mxREAL);
ptr_d = mxGetPr(plhs[0]);
//cvGetData( cont, (void *)ptr_d, cont->cols*8 );
ptr_d = cont->data.db;
cvReleaseMatHeader( &map_matrix );
}
/* --------------------------------------------------------------------------- */
void Jedge(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[], const char *method) {
int nx, ny, nBands, i, nBytes, img_depth, kernel = 3, xord = 1, yord = 0;
unsigned char *ptr_gray;
double thresh1 = 40, thresh2 = 200, *ptr_d;
IplImage *src_img = 0, *dst_img, *src_gray, *dst_16;
mxArray *ptr_in, *ptr_out, *ptr_16;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for input and errors in user's call to function. ----------------- */
if (!strcmp(method,"canny")) {
if (n_in == 1) { cannyUsage(); return; }
if (!(mxIsUint8(prhs[1]) || mxIsLogical(prhs[1])))
mexErrMsgTxt("CANNY requires that input image is of uint8 or logical type!");
if (n_in == 5) {
ptr_d = mxGetPr(prhs[2]); thresh1 = (double)ptr_d[0];
ptr_d = mxGetPr(prhs[3]); thresh2 = (double)ptr_d[0];
ptr_d = mxGetPr(prhs[4]); kernel = (int)ptr_d[0];
}
}
else if (!strcmp(method,"sobel")) {
if (n_in == 1) { sobelUsage(); return; }
if ( !( mxIsUint8(prhs[1]) || mxIsSingle(prhs[1]) ) )
mexErrMsgTxt("SOBEL requires image of uint8 or single type!");
if (n_in == 5) {
ptr_d = mxGetPr(prhs[2]); xord = (int)ptr_d[0];
ptr_d = mxGetPr(prhs[3]); yord = (int)ptr_d[0];
ptr_d = mxGetPr(prhs[4]); kernel = (int)ptr_d[0];
}
}
else {
if (n_in == 1) { laplaceUsage(); return; }
if ( !( mxIsUint8(prhs[1]) || mxIsSingle(prhs[1]) ) )
mexErrMsgTxt("LAPLACE requires image of uint8 or single type!");
if (n_in == 3) {
ptr_d = mxGetPr(prhs[2]); kernel = (int)ptr_d[0];
}
}
if (!(kernel == -1 || kernel == 1 || kernel == 3 || kernel == 5 || kernel == 7) )
mexErrMsgTxt("CANNY/SOBEL/LAPLACE: Wrong kernel size!");
if (n_out != 1) {
mexPrintf("%s returns one (and one only) output\n", method);
mexErrMsgTxt("");
}
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
/* ------ Create pointers for output and temporary arrays ------------------------ */
ptr_in = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
ptr_out = mxCreateNumericMatrix(ny, nx, mxGetClassID(prhs[1]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in ( Ctrl, prhs[1], ptr_in, 1 ); /* Set pointer & interleave */
src_img = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, src_img, 1, nx * nBands * nBytes );
if (nBands == 3) { /* Convert to GRAY */
src_gray = cvCreateImageHeader( cvSize(nx, ny), 8, 1 );
ptr_gray = (unsigned char *)mxCalloc (nx*ny, sizeof (unsigned char));
cvSetImageData( src_gray, (void *)ptr_gray, nx );
cvCvtColor(src_img, src_gray, CV_BGR2GRAY);
for (i = 0; i < nx*ny; i++) /* Copy the transformed image into Ctrl field */
Ctrl->UInt8.tmp_img_in[i] = ptr_gray[i];
mxFree(ptr_gray);
cvReleaseImageHeader( &src_gray );
/* Here we're going to cheat the src_img in order to pretend that its 2D */
src_img->nChannels = 1;
src_img->widthStep = nx * nBytes;
src_img->imageSize = ny * src_img->widthStep;
}
dst_img = cvCreateImageHeader( cvSize(nx, ny), img_depth, 1 );
Set_pt_Ctrl_out1 ( Ctrl, ptr_out );
localSetData( Ctrl, dst_img, 2, nx * nBytes );
if (!strcmp(method,"canny"))
cvCanny(src_img,dst_img, thresh1, thresh2, kernel);
else if (Ctrl->UInt8.active) {
Ctrl->UInt8.active = FALSE;
Ctrl->Int16.active = TRUE;
ptr_16 = mxCreateNumericMatrix(ny, nx, mxINT16_CLASS, mxREAL);
dst_16 = cvCreateImageHeader( cvSize(nx, ny), IPL_DEPTH_16S, 1 );
Set_pt_Ctrl_out1 ( Ctrl, ptr_16 );
localSetData( Ctrl, dst_16, 2, nx * 2 );
if (!strcmp(method,"laplace"))
cvLaplace(src_img,dst_16, kernel);
else
cvSobel(src_img,dst_16, xord, yord, kernel);
// Now we have to convert the dst_16 back to UInt8
cvConvertScaleAbs(dst_16, dst_img, 1, 0);
cvReleaseImageHeader( &dst_16 );
mxDestroyArray(ptr_16);
Ctrl->UInt8.active = TRUE;
Ctrl->Int16.active = FALSE;
}
else if (!strcmp(method,"laplace")) /* When src_img is not of uint8 type */
cvLaplace(src_img,dst_img, kernel);
else if (!strcmp(method,"sobel"))
cvSobel(src_img,dst_img, xord, yord, kernel);
if (Ctrl->UInt8.active == TRUE ) {
for (i = 0; i < nx*ny; i++)
Ctrl->UInt8.tmp_img_out[i] = Ctrl->UInt8.tmp_img_out[i] & 1;
}
cvReleaseImageHeader( &src_img );
mxDestroyArray(ptr_in);
if (Ctrl->UInt8.active == TRUE )
plhs[0] = mxCreateNumericMatrix(ny, nx, mxLOGICAL_CLASS, mxREAL);
else
plhs[0] = mxCreateNumericMatrix(ny, nx, mxGetClassID(prhs[1]), mxREAL);
Set_pt_Ctrl_out2 ( Ctrl, plhs[0], 1 ); /* Set pointer & desinterleave */
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
cvReleaseImageHeader( &dst_img );
mxDestroyArray(ptr_out);
}
/* --------------------------------------------------------------------------- */
void JmorphologyEx(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
int nx, ny, nBands, nBytes, img_depth, cv_code, iterations = 1;
const char *operation;
double *ptr_d;
IplImage *src_img = 0, *dst_img, *tmp_img;
mxArray *ptr_in, *ptr_out;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for input and errors in user's call to function. ----------------- */
if (n_in == 1) { morphologyexUsage(); return; }
if ( !( mxIsUint8(prhs[1]) || mxIsSingle(prhs[1]) || mxIsLogical(prhs[1]) ) )
mexErrMsgTxt("MORPHOLOGYEX requires image of uint8 or single type!");
if (n_in < 3)
mexErrMsgTxt("MORPHOLOGYEX requires at least 2 input arguments!");
if(!mxIsChar(prhs[2]))
mexErrMsgTxt("MORPHOLOGYEX: Second argument must be a valid string!");
else
operation = (char *)mxArrayToString(prhs[2]);
if (!strcmp(operation,"open"))
cv_code = CV_MOP_OPEN;
else if (!strcmp(operation,"close"))
cv_code = CV_MOP_CLOSE;
else if (!strcmp(operation,"gradient"))
cv_code = CV_MOP_GRADIENT;
else if (!strcmp(operation,"tophat"))
cv_code = CV_MOP_TOPHAT;
else if (!strcmp(operation,"blackhat"))
cv_code = CV_MOP_BLACKHAT;
else
mexErrMsgTxt("MORPHOLOGYEX: Unknow operation!");
if (n_out != 1)
mexErrMsgTxt("MORPHOLOGYEX: returns one (and one only) output");
if (n_in == 4) {
ptr_d = mxGetPr(prhs[3]); iterations = (int)ptr_d[0];
}
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
/* ------ Create pointers for output and temporary arrays ------------------------ */
ptr_in = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
ptr_out = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in ( Ctrl, prhs[1], ptr_in, 1 ); /* Set pointer & interleave */
src_img = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, src_img, 1, nx * nBands * nBytes );
Set_pt_Ctrl_out1 ( Ctrl, ptr_out );
dst_img = cvCreateImage(cvSize(nx, ny), img_depth , nBands );
localSetData( Ctrl, dst_img, 2, nx * nBands * nBytes );
if (cv_code == CV_MOP_GRADIENT || (iterations > 1 && (cv_code == CV_MOP_TOPHAT || cv_code == CV_MOP_BLACKHAT) )) {
tmp_img = cvCreateImage( cvSize(nx, ny), img_depth, nBands );
}
else
tmp_img = NULL;
cvMorphologyEx(src_img,dst_img,tmp_img,NULL,cv_code,iterations);
if (cv_code == CV_MOP_GRADIENT || (iterations > 1 && (cv_code == CV_MOP_TOPHAT || cv_code == CV_MOP_BLACKHAT) ))
cvReleaseImage( &tmp_img );
cvReleaseImageHeader( &src_img );
mxDestroyArray(ptr_in);
plhs[0] = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
Set_pt_Ctrl_out2 ( Ctrl, plhs[0], 1 ); /* Set pointer & desinterleave */
cvReleaseImageHeader( &dst_img );
mxDestroyArray(ptr_out);
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
}
/* --------------------------------------------------------------------------- */
void JerodeDilate(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[], const char *method) {
int nx, ny, nBands, nBytes, img_depth, kernel = 3, iterations = 1;
double *ptr_d;
IplImage *src_img = 0, *dst_img;
mxArray *ptr_in;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for input and errors in user's call to function. ----------------- */
if (!strcmp(method,"erode"))
if (n_in == 1) { erodeUsage(); return; }
else if (!strcmp(method,"dilate"))
if (n_in == 1) { dilateUsage(); return; }
if ( !( mxIsUint8(prhs[1]) || mxIsSingle(prhs[1]) || mxIsLogical(prhs[1])) ) {
mexPrintf("%s requires image of uint8 or single type!\n", method);
mexErrMsgTxt("");
}
if (n_out != 1)
mexErrMsgTxt("ERODE/DILATE: returns one (and one only) output");
if (n_in == 3) {
ptr_d = mxGetPr(prhs[2]); iterations = (int)ptr_d[0];
}
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
/* ------ Create pointers for output and temporary arrays ------------------------ */
ptr_in = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
//ptr_out = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
//mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in ( Ctrl, prhs[1], ptr_in, 1 ); /* Set pointer & interleave */
src_img = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, src_img, 1, nx * nBands * nBytes );
//Set_pt_Ctrl_out1 ( Ctrl, ptr_out );
Set_pt_Ctrl_out1 ( Ctrl, ptr_in ); /* Reuse memory */
dst_img = cvCreateImage(cvSize(nx, ny), img_depth , nBands );
localSetData( Ctrl, dst_img, 2, nx * nBands * nBytes );
if (!strcmp(method,"erode"))
cvErode(src_img,dst_img,NULL,iterations);
else
cvDilate(src_img,dst_img,NULL,iterations);
//cvReleaseImageHeader( &src_img );
//mxDestroyArray(ptr_in);
plhs[0] = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
Set_pt_Ctrl_out2 ( Ctrl, plhs[0], 1 ); /* Set pointer & desinterleave */
cvReleaseImageHeader( &src_img );
cvReleaseImageHeader( &dst_img );
mxDestroyArray(ptr_in);
//mxDestroyArray(ptr_out);
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
}
/* --------------------------------------------------------------------------- */
void Jcolor(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
int nx, ny, nBands, nBands_out, nBytes, img_depth, cv_code, out_dims[3];
char *argv;
IplImage *src_img = 0, *dst_img;
mxArray *ptr_in, *ptr_out;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for input and errors in user's call to function. ----------------- */
if (n_in == 1) { colorUsage(); return; }
if (n_out > 1)
mexErrMsgTxt("COLOR returns only one output argument!");
if (n_in != 3)
mexErrMsgTxt("COLOR requires 2 input arguments!");
if(!mxIsChar(prhs[2]))
mexErrMsgTxt("COLOR Second argument must be a valid string!");
else {
argv = (char *)mxArrayToString(prhs[2]);
//<X>/<Y> = RGB, BGR, GRAY, HSV, YCrCb, XYZ, Lab, Luv, HLS
if (!strcmp(argv,"rgb2lab"))
cv_code = CV_BGR2Lab;
else if (!strcmp(argv,"lab2rgb"))
cv_code = CV_Lab2BGR;
else if (!strcmp(argv,"rgb2luv"))
cv_code = CV_BGR2Luv;
else if (!strcmp(argv,"luv2rgb"))
cv_code = CV_Luv2BGR;
else if (!strcmp(argv,"rgb2xyz"))
cv_code = CV_BGR2XYZ;
else if (!strcmp(argv,"xyz2rgb"))
cv_code = CV_XYZ2BGR;
else if (!strcmp(argv,"rgb2yiq") || !strcmp(argv,"rgb2gray"))
cv_code = CV_BGR2GRAY;
else if (!strcmp(argv,"rgb2hsv"))
cv_code = CV_BGR2HSV;
else if (!strcmp(argv,"hsv2rgb"))
cv_code = CV_HSV2BGR;
else if (!strcmp(argv,"rgb2hls"))
cv_code = CV_BGR2HLS;
else if (!strcmp(argv,"hls2rgb"))
cv_code = CV_HLS2BGR;
else if (!strcmp(argv,"rgb2YCrCb"))
cv_code = CV_BGR2YCrCb;
else if (!strcmp(argv,"YCrCb2rgb"))
cv_code = CV_YCrCb2BGR;
else {
mexPrintf("CVCOLOR ERROR: Unknown conversion type string.\n");
mexPrintf("Valid types: rgb2lab,lab2rgb, rgb2luv,luv2rgb, rgb2xyz,xyz2rgb\n");
mexPrintf(" rgb2yiq,yiq2rgb, rgb2hsv,luv2hsv, rgb2gray,gray2rgb\n");
mexErrMsgTxt(" rgb2hsl,hsl2rgb, rgb2YCrCb,YCrCb2rgb.\n");
}
}
if ( !(mxIsUint8(prhs[1]) || mxIsUint16(prhs[1]) || mxIsSingle(prhs[1])) )
mexErrMsgTxt("COLOR ERROR: Invalid type. Valid types are: uint8, uint16 or single.\n");
if (n_out != 1)
mexErrMsgTxt("COLOR: returns one (and one only) output");
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
if (nBands == 1)
mexErrMsgTxt("COLOR ERROR: input must be a MxNx3 array.\n");
out_dims[0] = ny; out_dims[1] = nx;
if (cv_code == CV_RGB2GRAY || cv_code == CV_BGR2GRAY) { /* rgb2gray */
nBands_out = 1;
out_dims[2] = nBands_out;
}
else {
nBands_out = nBands;
out_dims[2] = nBands_out;
}
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
/* ------ Create pointers for output and temporary arrays ------------------------ */
ptr_in = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
ptr_out = mxCreateNumericArray((nBands_out == 1) ? 2 : 3,
out_dims, mxGetClassID(prhs[1]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in ( Ctrl, prhs[1], ptr_in, 1 ); /* Set pointer & interleave */
src_img = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, src_img, 1, nx * nBands * nBytes );
Set_pt_Ctrl_out1 ( Ctrl, ptr_out );
dst_img = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands_out );
localSetData( Ctrl, dst_img, 2, nx * nBands_out * nBytes );
cvCvtColor(src_img, dst_img, cv_code);
cvReleaseImageHeader( &src_img );
mxDestroyArray(ptr_in);
plhs[0] = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]), out_dims, mxGetClassID(prhs[1]), mxREAL);
Set_pt_Ctrl_out2 ( Ctrl, plhs[0], 1 ); /* Set pointer & desinterleave */
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
cvReleaseImageHeader( &dst_img );
mxDestroyArray(ptr_out);
}
/* --------------------------------------------------------------------------- */
void JGetQuadrangleSubPix(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
int nx, ny, nBands, nBytes, img_depth;
double *ptr_d;
IplImage *src, *dst;
CvMat *map_matrix;
mxArray *ptr_in, *ptr_out;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for errors in user's call to function. ----------------------------- */
ptr_d = mxGetPr(prhs[2]);
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
/* ------ Create pointers for output and temporary arrays ------------------------ */
ptr_in = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
ptr_out = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in ( Ctrl, prhs[1], ptr_in, 1 ); /* Set pointer & interleave */
src = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, src, 1, nx * nBands * nBytes );
map_matrix = cvCreateMatHeader( 2, 3, CV_64FC1 );
//map_matrix = cvMat( 2, 3, CV_64FC1, (void *)ptr_d );
cvSetData( map_matrix, (void *)ptr_d, 3*8 );
Set_pt_Ctrl_out1 ( Ctrl, ptr_out );
dst = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, dst, 2, nx * nBands * nBytes );
//cvGetQuadrangleSubPix( src, dst, map_matrix );
cvWarpAffine( src, dst, map_matrix,CV_INTER_LINEAR+CV_WARP_FILL_OUTLIERS,cvScalarAll(0) );
cvReleaseImageHeader( &src );
mxDestroyArray(ptr_in);
plhs[0] = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
Set_pt_Ctrl_out2 ( Ctrl, plhs[0], 1 ); /* Set pointer & desinterleave */
cvReleaseImageHeader( &dst );
mxDestroyArray(ptr_out);
cvReleaseMatHeader( &map_matrix );
//cvReleaseMat( &map_matrix );
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
}
/* --------------------------------------------------------------------------- */
void Jfilter(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
int nx, ny, nBands, nBytes, img_depth, nFiltRows, nFiltCols;
double *ptr_d, *kernel;
IplImage *src, *dst;
CvMat *filter;
mxArray *ptr_in;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for errors in user's call to function. ----------------------------- */
if (n_in == 1) { filterUsage(); return; }
if (n_in != 3)
mexErrMsgTxt("FILTER: requires 2 input arguments!");
ptr_d = mxGetPr(prhs[2]);
if ( mxIsDouble(prhs[1]) || mxIsInt8(prhs[1]) || mxIsInt32(prhs[1]) )
mexErrMsgTxt("FILTER: IMG type not supported (supported: uint8, int16, uint16 or single)!");
if ( !mxIsDouble(prhs[2]) )
mexErrMsgTxt("FILTER: second argument must be a double!");
if (n_out != 1)
mexErrMsgTxt("FILTER: returns one (and one only) output");
nFiltRows = mxGetM(prhs[2]);
nFiltCols = mxGetN(prhs[2]);
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
/* ------ Create pointers for output and temporary arrays ------------------------ */
ptr_in = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
kernel = (double *)mxCalloc(nFiltCols * nFiltRows, sizeof(double));
interleaveDouble(ptr_d, kernel, nFiltCols, nFiltRows);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in ( Ctrl, prhs[1], ptr_in, 1 ); /* Set pointer & interleave */
src = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, src, 1, nx * nBands * nBytes );
filter = cvCreateMatHeader( nFiltRows, nFiltCols, CV_64FC1 );
cvSetData( filter, (void *)kernel, nFiltCols*8 );
Set_pt_Ctrl_out1 ( Ctrl, ptr_in ); /* Reuse the same memory */
dst = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, dst, 2, nx * nBands * nBytes );
cvFilter2D( src, dst, filter, cvPoint(-1,-1) );
plhs[0] = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
Set_pt_Ctrl_out2 ( Ctrl, plhs[0], 1 ); /* Set pointer & desinterleave */
cvReleaseImageHeader( &dst );
cvReleaseImageHeader( &src );
cvReleaseMatHeader( &filter );
mxFree((void *)kernel);
mxDestroyArray(ptr_in);
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
}
/* --------------------------------------------------------------------------- */
void Jsmooth(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
int nx, ny, nBands, nBytes, img_depth, par1 = 5, par2 = 0, method = CV_GAUSSIAN;
double par3 = 0, par4 = 0;
const char *method_s;
IplImage *src, *dst;
mxArray *ptr_in;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for errors in user's call to function. ----------------------------- */
if (n_in == 1) { smoothUsage(); return; }
if (n_in > 2) {
if(!mxIsChar(prhs[2]))
mexErrMsgTxt("CVLIB_MEX: Third argument must contain the smoothtype METHOD string!");
else
method_s = (char *)mxArrayToString(prhs[2]);
if (!strcmp(method_s,"blur"))
method = CV_BLUR;
else if (!strcmp(method_s,"gaussian"))
method = CV_GAUSSIAN;
else if (!strcmp(method_s,"median"))
method = CV_MEDIAN;
else if (!strcmp(method_s,"bilateral"))
method = CV_BILATERAL;
else
mexErrMsgTxt("SMOOTH: Unknown METHOD!");
if (n_in >= 4 && !mxIsEmpty(prhs[3]))
par1 = (int)(*mxGetPr(prhs[3]));
if (n_in >= 5 && !mxIsEmpty(prhs[4]))
par2 = (int)(*mxGetPr(prhs[4]));
if (n_in >= 6 && !mxIsEmpty(prhs[5]))
par3 = *mxGetPr(prhs[5]);
if (n_in == 7 && !mxIsEmpty(prhs[6]))
par4 = *mxGetPr(prhs[6]);
}
if ( !(mxIsSingle(prhs[1]) || mxIsUint8(prhs[1]) || mxIsLogical(prhs[1])) )
mexErrMsgTxt("SMOOTH: IMG type not supported (supported: logical, uint8 or single)!");
if ( !(mxIsUint8(prhs[1]) || mxIsLogical(prhs[1])) && (method == CV_MEDIAN || method == CV_BILATERAL) )
mexErrMsgTxt("SMOOTH: When smoothingtype is 'median' or 'bilateral' IMG type must be logical or uint8!");
if (n_out != 1)
mexErrMsgTxt("SMOOTH: returns one (and one only) output");
if ( method == CV_BILATERAL && par1 == 5 && par2 == 0 ) /* Use default bilateral values */
par2 = 50;
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
/* ------ Create pointers for output and temporary arrays ------------------------ */
ptr_in = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in ( Ctrl, prhs[1], ptr_in, 1 ); /* Set pointer & interleave */
src = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, src, 1, nx * nBands * nBytes );
Set_pt_Ctrl_out1 ( Ctrl, ptr_in ); /* Reuse the same memory */
dst = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, dst, 2, nx * nBands * nBytes );
cvSmooth( src, dst, method, par1, par2, par3, par4 );
plhs[0] = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
Set_pt_Ctrl_out2 ( Ctrl, plhs[0], 1 ); /* Set pointer & desinterleave */
cvReleaseImageHeader( &dst );
cvReleaseImageHeader( &src );
mxDestroyArray(ptr_in);
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
}
/* --------------------------------------------------------------------------- */
void Jegipt(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[], const char *op) {
int nx, ny, nxOut, nyOut, nBands, nBytes, img_depth, out_dims[3];
IplImage *src, *dst;
mxArray *ptr_in, *ptr_out;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for errors in user's call to function. ----------------------------- */
if (!strcmp(op,"pyrU"))
if (n_in == 1) { pyrUUsage(); return; }
else if (!strcmp(op,"pyrD"))
if (n_in == 1) { pyrDUsage(); return; }
if ( mxIsInt8(prhs[1]) || mxIsUint32(prhs[1]) || mxIsInt32(prhs[1]) )
mexErrMsgTxt("EGIPT: IMG type not supported (supported: uint8, uint16, int16, single or double)!");
if (n_out != 1)
mexErrMsgTxt("EGIPT: returns one (and one only) output");
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
/* ------ Create pointer for temporary array ------------------------------------- */
ptr_in = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in ( Ctrl, prhs[1], ptr_in, 1 ); /* Set pointer & interleave */
src = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, src, 1, nx * nBands * nBytes );
if (!strcmp(op,"pyrU")) {
nxOut = 2*nx; nyOut = 2*ny;
}
else {
nxOut = (int)(nx/2); nyOut = (int)(ny/2);
}
/* ------ Create pointer for output array ---------------------------------------- */
out_dims[0] = nyOut; out_dims[1] = nxOut; out_dims[2] = nBands;
ptr_out = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
out_dims, mxGetClassID(prhs[1]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_out1 ( Ctrl, ptr_out ); /* Set correct type pointer */
dst = cvCreateImageHeader(cvSize(nxOut, nyOut), img_depth, nBands );
localSetData( Ctrl, dst, 2, nxOut * nBands * nBytes );
if (!strcmp(op,"pyrU"))
cvPyrUp(src, dst, CV_GAUSSIAN_5x5);
else
cvPyrDown(src, dst, CV_GAUSSIAN_5x5);
cvReleaseImageHeader( &src );
mxDestroyArray(ptr_in);
plhs[0] = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
out_dims, mxGetClassID(prhs[1]), mxREAL);
Set_pt_Ctrl_out2 ( Ctrl, plhs[0], 1 ); /* Set pointer & desinterleave */
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
cvReleaseImageHeader( &dst );
mxDestroyArray(ptr_out);
}
/* --------------------------------------------------------------------------- */
void Jarithm(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[], const char *op) {
int nx, nx2, ny, ny2, nBands, nBands2, nBytes, img_depth, inplace = FALSE, error = 0;
IplImage *src1, *src2, *dst;
CvScalar value;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for errors in user's call to function. ----------------------------- */
if (n_in == 1) { arithmUsage(); return; }
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
ny2 = mxGetM(prhs[2]); nx2 = getNK(prhs[2],1); nBands2 = getNK(prhs[2],2);
if (nx*ny == 1)
mexErrMsgTxt("CVLIB_MEX: First argument cannot be a scalar!");
if (ny != ny2 && ny2 != 1) error++;
if (nx != nx2 && nx2 != 1) error++;
if (error)
mexErrMsgTxt("CVLIB_MEX: Matrix dimensions must agree!");
if (nx2*ny2 == 1 && (strcmp(op,"addS") && strcmp(op,"subS")) )
mexErrMsgTxt("CVLIB_MEX: only 'addS' or 'subS' are allowed when second arg is a scalar!");
if (n_out == 0)
inplace = TRUE;
/* -------------------- End of parsing input ------------------------------------- */
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
src1 = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
cvSetImageData( src1, (void *)mxGetData(prhs[1]), nx * nBytes * nBands );
if (nx2*ny2 != 1) {
src2 = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
cvSetImageData( src2, (void *)mxGetData(prhs[2]), nx * nBytes * nBands );
}
else
value.val[0] = *(double *)mxGetData(prhs[2]);
if (!inplace) {
plhs[0] = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
dst = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
cvSetImageData( dst, (void *)mxGetData(plhs[0]), nx * nBytes * nBands );
if (!strcmp(op,"add"))
cvAdd( src1, src2, dst, NULL );
else if (!strcmp(op,"addS"))
cvAddS( src1, value, dst, NULL );
else if (!strcmp(op,"sub"))
cvSub( src1, src2, dst, NULL );
else if (!strcmp(op,"subS"))
cvSubS( src1, value, dst, NULL );
else if (!strcmp(op,"mul"))
cvMul( src1, src2, dst, 1 );
else if (!strcmp(op,"div"))
cvDiv( src1, src2, dst, 1 );
cvReleaseImageHeader( &dst );
}
else {
if (!strcmp(op,"add"))
cvAdd( src1, src2, src1, NULL );
else if (!strcmp(op,"addS"))
cvAddS( src1, value, src1, NULL );
else if (!strcmp(op,"sub"))
cvSub( src1, src2, src1, NULL );
else if (!strcmp(op,"subS"))
cvSubS( src1, value, src1, NULL );
else if (!strcmp(op,"mul"))
cvMul( src1, src2, src1, 1 );
else if (!strcmp(op,"div"))
cvDiv( src1, src2, src1, 1 );
}
cvReleaseImageHeader( &src1 );
if (nx2*ny2 != 1)
cvReleaseImageHeader( &src2 );
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
}
/* --------------------------------------------------------------------------- */
void JaddWeighted(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
int nx, ny, nx2, ny2, nz2, nBands, nBytes, img_depth, inplace = FALSE;
double *ptr_d, alpha, beta, gamma = 0;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
IplImage *src1, *src2, *dst;
/* ---- Check for errors in user's call to function. ----------------------------- */
if (n_in == 1) { addWeightedUsage(); return; }
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
ny2 = mxGetM(prhs[3]); nx2 = getNK(prhs[3],1); nz2 = getNK(prhs[3],2);
if (nx != nx2 || ny != ny2 || nBands != nz2)
mexErrMsgTxt("ADDWEIGHTED ERROR: Matrix dimensions must agree!");
if (n_in < 5)
mexErrMsgTxt("ADDWEIGHTED ERROR: not enough input arguments!");
ptr_d = (double *)mxGetData(prhs[2]); alpha = ptr_d[0];
ptr_d = (double *)mxGetData(prhs[4]); beta = ptr_d[0];
if (n_in == 6) {
ptr_d = (double *)mxGetData(prhs[5]); gamma = ptr_d[0];
}
if (n_out == 0)
inplace = TRUE;
/* -------------------- End of parsing input ------------------------------------- */
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
src1 = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
cvSetImageData( src1, (void *)mxGetData(prhs[1]), nx * nBytes * nBands );
src2 = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
cvSetImageData( src2, (void *)mxGetData(prhs[3]), nx * nBytes * nBands );
if (!inplace) {
plhs[0] = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
dst = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
cvSetImageData( dst, (void *)mxGetData(plhs[0]), nx * nBytes * nBands );
cvAddWeighted( src1, alpha, src2, beta, gamma, dst );
cvReleaseImageHeader( &dst );
}
else
cvAddWeighted( src1, alpha, src2, beta, gamma, src1 );
cvReleaseImageHeader( &src1 );
cvReleaseImageHeader( &src2 );
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
}
/* --------------------------------------------------------------------------- */
void Jinpaint(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
int nx, ny, nx2, ny2, nBands, nBytes, img_depth, inplace = FALSE;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
mxArray *ptr_in1, *ptr_in2;
IplImage *src1, *src2, *dst;
/* ---- Check for errors in user's call to function. ----------------------------- */
if (n_in == 1) { inpaintUsage(); return; }
/* Check that input image is of type UInt8 */
if (!mxIsUint8(prhs[1]))
mexErrMsgTxt("INPAINT ERROR: Invalid first input. Data type must be: UInt8.\n");
if ( !(mxIsUint8(prhs[2]) || mxIsLogical(prhs[2])) )
mexErrMsgTxt("INPAINT ERROR: Invalid second input. Data type must be Uint8 or Logical.\n");
if (n_in < 3)
mexErrMsgTxt("INPAINT ERROR: not enough input arguments!");
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
ny2 = mxGetM(prhs[2]); nx2 = getNK(prhs[2],1);
if (nx != nx2 || ny != ny2)
mexErrMsgTxt("INPAINT ERROR: Matrix dimensions must agree!");
if (getNK(prhs[2],2) != 1)
mexErrMsgTxt("INPAINT ERROR: Second arg must be a mask array, that is with only two dimensions!");
if (n_out == 0)
inplace = TRUE;
/* -------------------- End of parsing input ------------------------------------- */
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
/* ------ Create pointer for temporary array ------------------------------------- */
ptr_in1 = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
ptr_in2 = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[2]),
mxGetDimensions(prhs[2]), mxGetClassID(prhs[2]), mxREAL);
/* ------------------------------------------------------------------------------- */
Set_pt_Ctrl_in( Ctrl, prhs[1], ptr_in1, 1 ); /* Set pointer & interleave */
src1 = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
localSetData( Ctrl, src1, 1, nx * nBands * nBytes );
Set_pt_Ctrl_in( Ctrl, prhs[2], ptr_in2, 1 ); /* Set pointer & interleave */
src2 = cvCreateImageHeader( cvSize(nx, ny), img_depth, 1 );
localSetData( Ctrl, src2, 1, nx * nBytes );
if (!inplace) {
Set_pt_Ctrl_out1 ( Ctrl, ptr_in1 ); /* Reuse memory */
dst = cvCreateImage(cvSize(nx, ny), img_depth , nBands );
localSetData( Ctrl, dst, 2, nx * nBands * nBytes );
cvInpaint( src1, src2, dst, 3, CV_INPAINT_TELEA);
plhs[0] = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
Set_pt_Ctrl_out2 ( Ctrl, plhs[0], 1 ); /* Set pointer & desinterleave */
}
else {
cvInpaint( src1, src2, src1, 3, CV_INPAINT_TELEA);
}
cvReleaseImageHeader( &src1 );
cvReleaseImageHeader( &src2 );
mxDestroyArray(ptr_in1);
mxDestroyArray(ptr_in2);
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
}
/* --------------------------------------------------------------------------- */
void Jflip(int n_out, mxArray *plhs[], int n_in, const mxArray *prhs[]) {
int nx, ny, nBands, nBytes, img_depth, inplace = FALSE, flip_mode = 1;
char *argv;
IplImage *src, *dst;
struct CV_CTRL *Ctrl;
void *New_Cv_Ctrl (), Free_Cv_Ctrl (struct CV_CTRL *C);
/* ---- Check for errors in user's call to function. ----------------------------- */
if (n_in == 1) { flipUsage(); return; }
if(!mxIsChar(prhs[2]))
mexErrMsgTxt("FLIP Second argument must be a valid string!");
else {
argv = (char *)mxArrayToString(prhs[2]);
if (!strcmp(argv,"ud") || !strcmp(argv,"UD"))
flip_mode = 1;
else if (!strcmp(argv,"lr") || !strcmp(argv,"LR"))
flip_mode = 0;
else if (!strcmp(argv,"both"))
flip_mode = -1;
else
mexErrMsgTxt("FLIP ERROR: unknown flipping type string.\n");
}
if (n_out == 0)
inplace = TRUE;
/* -------------------- End of parsing input ------------------------------------- */
ny = mxGetM(prhs[1]); nx = getNK(prhs[1],1); nBands = getNK(prhs[1],2);
/* Allocate and initialize defaults in a new control structure */
Ctrl = (struct CV_CTRL *) New_Cv_Ctrl ();
getDataType(Ctrl, prhs, &nBytes, &img_depth);
src = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
cvSetImageData( src, (void *)mxGetData(prhs[1]), nx * nBytes * nBands );
if (!inplace) {
plhs[0] = mxCreateNumericArray(mxGetNumberOfDimensions(prhs[1]),
mxGetDimensions(prhs[1]), mxGetClassID(prhs[1]), mxREAL);
dst = cvCreateImageHeader( cvSize(nx, ny), img_depth, nBands );
cvSetImageData( dst, (void *)mxGetData(plhs[0]), nx * nBytes * nBands );
cvFlip( src, dst, flip_mode );
cvReleaseImageHeader( &src );
}
else {
cvFlip( src, NULL, flip_mode );
}
Free_Cv_Ctrl (Ctrl); /* Deallocate control structure */
}
/* -------------------------------------------------------------------------------------------- */
void localSetData(struct CV_CTRL *Ctrl, IplImage* img, int dir, int step) {
if (Ctrl->UInt8.active == TRUE)
if (dir == 1)
cvSetImageData( img, (void *)Ctrl->UInt8.tmp_img_in, step );
else
cvSetImageData( img, (void *)Ctrl->UInt8.tmp_img_out, step );
else if (Ctrl->Int8.active == TRUE)
if (dir == 1)
cvSetImageData( img, (void *)Ctrl->Int8.tmp_img_in, step );
else
cvSetImageData( img, (void *)Ctrl->Int8.tmp_img_out, step );
else if (Ctrl->UInt16.active == TRUE)
if (dir == 1)
cvSetImageData( img, (void *)Ctrl->UInt16.tmp_img_in, step );
else
cvSetImageData( img, (void *)Ctrl->UInt16.tmp_img_out, step );
else if (Ctrl->Int16.active == TRUE)
if (dir == 1)
cvSetImageData( img, (void *)Ctrl->Int16.tmp_img_in, step );
else
cvSetImageData( img, (void *)Ctrl->Int16.tmp_img_out, step );
else if (Ctrl->Int32.active == TRUE)
if (dir == 1)
cvSetImageData( img, (void *)Ctrl->Int32.tmp_img_in, step );
else
cvSetImageData( img, (void *)Ctrl->Int32.tmp_img_out, step );
else if (Ctrl->Float.active == TRUE)
if (dir == 1)
cvSetImageData( img, (void *)Ctrl->Float.tmp_img_in, step );
else
cvSetImageData( img, (void *)Ctrl->Float.tmp_img_out, step );
else if (Ctrl->Double.active == TRUE)
if (dir == 1)
cvSetImageData( img, (void *)Ctrl->Double.tmp_img_in, step );
else
cvSetImageData( img, (void *)Ctrl->Double.tmp_img_out, step );
}
/* -------------------------------------------------------------------------------------------- */
void interleave(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir) {
if (Ctrl->UInt8.active == TRUE)
interleaveUI8(Ctrl, nx, ny, nBands, dir);
else if (Ctrl->Int8.active == TRUE)
interleaveI8(Ctrl, nx, ny, nBands, dir);
else if (Ctrl->UInt16.active == TRUE)
interleaveUI16(Ctrl, nx, ny, nBands, dir);
else if (Ctrl->Int16.active == TRUE)
interleaveI16(Ctrl, nx, ny, nBands, dir);
else if (Ctrl->Int32.active == TRUE)
interleaveI32(Ctrl, nx, ny, nBands, dir);
else if (Ctrl->Float.active == TRUE)
interleaveF32(Ctrl, nx, ny, nBands, dir);
else if (Ctrl->Double.active == TRUE)
interleaveF64(Ctrl, nx, ny, nBands, dir);
}
/* -------------------------------------------------------------------------------------------- */
void interleaveDouble(double in[], double out[], int nx, int ny) {
/* Version to be used with 2D double vars that are not in the control struct */
int m, n, c = 0;
for (m = 0; m < ny; m++)
for (n = 0; n < nx; n++)
out[c++] = in[m + n*ny];
}
/* -------------------------------------------------------------------------------------------- */
void interleaveBlind(unsigned char in[], unsigned char out[], int nx, int ny, int nBands, int dir) {
/* This a version to be used with vars that are not in the control struct */
int n_xy, m, n, k, i, c = 0;
if (dir == 1) { /* Matlab order to b0,g0,r0, g1,g1,r1, etc ... */
n_xy = nx*ny;
for (m = 0; m < ny; m++)
for (n = 0; n < nx; n++)
for (k = 0, i = nBands-1; k < nBands; k++, i--)
out[c++] = in[m + n*ny + i*n_xy];
}
else { /* b0,g0,r0, b1,g1,r1, etc ... to Matlab order */
for (k = 0, i = nBands-1; k < nBands; k++, i--)
for (n = 0; n < nx; n++)
for (m = 0; m < ny; m++)
out[c++] = in[nBands * (n + m*nx) + i];
}
}
/* -------------------------------------------------------------------------------------------- */
void interleaveUI8(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir) {
int n_xy, m, n, k, i, c = 0;
if (dir == 1) { /* Matlab order to b0,g0,r0, g1,g1,r1, etc ... */
n_xy = nx*ny;
for (m = 0; m < ny; m++)
for (n = 0; n < nx; n++)
for (k = 0, i = nBands-1; k < nBands; k++, i--)
Ctrl->UInt8.tmp_img_in[c++] = Ctrl->UInt8.img_in[m + n*ny + i*n_xy];
}
else { /* b0,g0,r0, b1,g1,r1, etc ... to Matlab order */
for (k = 0, i = nBands-1; k < nBands; k++, i--)
for (n = 0; n < nx; n++)
for (m = 0; m < ny; m++)
Ctrl->UInt8.img_out[c++] = Ctrl->UInt8.tmp_img_out[nBands * (n + m*nx) + i];
}
}
/* -------------------------------------------------------------------------------------------- */
void interleaveI8(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir) {
int n_xy, m, n, k, i, c = 0;
if (dir == 1) { /* Matlab order to b0,g0,r0, g1,g1,r1, etc ... */
n_xy = nx*ny;
for (m = 0; m < ny; m++)
for (n = 0; n < nx; n++)
for (k = 0, i = nBands-1; k < nBands; k++, i--)
Ctrl->Int8.tmp_img_in[c++] = Ctrl->Int8.img_in[m + n*ny + i*n_xy];
}
else { /* b0,g0,r0, b1,g1,r1, etc ... to Matlab order */
for (k = 0, i = nBands-1; k < nBands; k++, i--)
for (n = 0; n < nx; n++)
for (m = 0; m < ny; m++)
Ctrl->Int8.img_out[c++] = Ctrl->Int8.tmp_img_out[nBands * (n + m*nx) + i];
}
}
/* -------------------------------------------------------------------------------------------- */
void interleaveUI16(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir) {
int n_xy, m, n, k, i, c = 0;
if (dir == 1) { /* Matlab order to b0,g0,r0, g1,g1,r1, etc ... */
n_xy = nx*ny;
for (m = 0; m < ny; m++)
for (n = 0; n < nx; n++)
for (k = 0, i = nBands-1; k < nBands; k++, i--)
Ctrl->UInt16.tmp_img_in[c++] = Ctrl->UInt16.img_in[(m + n*ny + i*n_xy)];
}
else { /* b0,g0,r0, b1,g1,r1, etc ... to Matlab order */
for (k = 0, i = nBands-1; k < nBands; k++, i--)
for (n = 0; n < nx; n++)
for (m = 0; m < ny; m++)
Ctrl->UInt16.img_out[c++] = Ctrl->UInt16.tmp_img_out[nBands * (n + m*nx) + i];
}
}
/* -------------------------------------------------------------------------------------------- */
void interleaveI16(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir) {
int n_xy, m, n, k, i, c = 0;
if (dir == 1) { /* Matlab order to b0,g0,r0, g1,g1,r1, etc ... */
n_xy = nx*ny;
for (m = 0; m < ny; m++)
for (n = 0; n < nx; n++)
for (k = 0, i = nBands-1; k < nBands; k++, i--)
Ctrl->Int16.tmp_img_in[c++] = Ctrl->Int16.img_in[(m + n*ny + i*n_xy)];
}
else { /* b0,g0,r0, b1,g1,r1, etc ... to Matlab order */
for (k = 0, i = nBands-1; k < nBands; k++, i--)
for (n = 0; n < nx; n++)
for (m = 0; m < ny; m++)
Ctrl->Int16.img_out[c++] = Ctrl->Int16.tmp_img_out[nBands * (n + m*nx) + i];
}
}
/* -------------------------------------------------------------------------------------------- */
void interleaveI32(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir) {
int n_xy, m, n, k, i, c = 0;
if (dir == 1) { /* Matlab order to b0,g0,r0, g1,g1,r1, etc ... */
n_xy = nx*ny;
for (m = 0; m < ny; m++)
for (n = 0; n < nx; n++)
for (k = 0, i = nBands-1; k < nBands; k++, i--)
Ctrl->Int32.tmp_img_in[c++] = Ctrl->Int32.img_in[(m + n*ny + i*n_xy)];
}
else { /* b0,g0,r0, b1,g1,r1, etc ... to Matlab order */
for (k = 0, i = nBands-1; k < nBands; k++, i--)
for (n = 0; n < nx; n++)
for (m = 0; m < ny; m++)
Ctrl->Int32.img_out[c++] = Ctrl->Int32.tmp_img_out[nBands * (n + m*nx) + i];
}
}
/* -------------------------------------------------------------------------------------------- */
void interleaveF32(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir) {
int n_xy, m, n, k, i, c = 0;
if (dir == 1) { /* Matlab order to b0,g0,r0, g1,g1,r1, etc ... */
n_xy = nx*ny;
for (m = 0; m < ny; m++)
for (n = 0; n < nx; n++)
for (k = 0, i = nBands-1; k < nBands; k++, i--)
Ctrl->Float.tmp_img_in[c++] = Ctrl->Float.img_in[(m + n*ny + i*n_xy)];
}
else { /* b0,g0,r0, b1,g1,r1, etc ... to Matlab order */
for (k = 0, i = nBands-1; k < nBands; k++, i--)
for (n = 0; n < nx; n++)
for (m = 0; m < ny; m++)
Ctrl->Float.img_out[c++] = Ctrl->Float.tmp_img_out[nBands * (n + m*nx) + i];
}
}
/* -------------------------------------------------------------------------------------------- */
void interleaveF64(struct CV_CTRL *Ctrl, int nx, int ny, int nBands, int dir) {
int n_xy, m, n, k, i, c = 0;
if (dir == 1) { /* Matlab order to b0,g0,r0, g1,g1,r1, etc ... */
n_xy = nx*ny;
for (m = 0; m < ny; m++)
for (n = 0; n < nx; n++)
for (k = 0, i = nBands-1; k < nBands; k++, i--)
Ctrl->Double.tmp_img_in[c++] = Ctrl->Double.img_in[(m + n*ny + i*n_xy)];
}
else { /* b0,g0,r0, b1,g1,r1, etc ... to Matlab order */
for (k = 0, i = nBands-1; k < nBands; k++, i--)
for (n = 0; n < nx; n++)
for (m = 0; m < ny; m++)
Ctrl->Double.img_out[c++] = Ctrl->Double.tmp_img_out[nBands * (n + m*nx) + i];
}
}
/* ---------------------------------------------------------------------- */
void *New_Cv_Ctrl () { /* Allocate and initialize a new control structure */
struct CV_CTRL *C;
C = (struct CV_CTRL *) mxCalloc (1, sizeof (struct CV_CTRL));
return ((void *)C);
}
/* ---------------------------------------------------------------------- */
void Free_Cv_Ctrl (struct CV_CTRL *C) { /* Deallocate control structure */
mxFree ((void *)C);
}
/* ---------------------------------------------------------------------- */
void Set_pt_Ctrl_in (struct CV_CTRL *Ctrl, const mxArray *pi, mxArray *pit, int interl) {
/* Set input image pointers to correct type and, optionaly, do the interleaving */
if (Ctrl->UInt8.active == TRUE) {
Ctrl->UInt8.img_in = (unsigned char *)mxGetData(pi);
Ctrl->UInt8.tmp_img_in = (unsigned char *)mxGetData(pit);
}
else if (Ctrl->Int8.active == TRUE) {
Ctrl->Int8.img_in = (char *)mxGetData(pi);
Ctrl->Int8.tmp_img_in = (char *)mxGetData(pit);
}
else if (Ctrl->UInt16.active == TRUE) {
Ctrl->UInt16.img_in = (unsigned short int *)mxGetData(pi);
Ctrl->UInt16.tmp_img_in = (unsigned short int *)mxGetData(pit);
}
else if (Ctrl->Int16.active == TRUE) {
Ctrl->Int16.img_in = (short int *)mxGetData(pi);
Ctrl->Int16.tmp_img_in = (short int *)mxGetData(pit);
}
else if (Ctrl->Int32.active == TRUE) {
Ctrl->Int32.img_in = (int *)mxGetData(pi);
Ctrl->Int32.tmp_img_in = (int *)mxGetData(pit);
}
else if (Ctrl->Float.active == TRUE) {
Ctrl->Float.img_in = (float *)mxGetData(pi);
Ctrl->Float.tmp_img_in = (float *)mxGetData(pit);
}
else if (Ctrl->Double.active == TRUE) {
Ctrl->Double.img_in = (double *)mxGetData(pi);
Ctrl->Double.tmp_img_in = (double *)mxGetData(pit);
}
if (interl)
interleave (Ctrl, getNK(pi,1), mxGetM(pi), getNK(pi,2), 1);
}
/* ---------------------------------------------------------------------- */
void Set_pt_Ctrl_out1 ( struct CV_CTRL *Ctrl, mxArray *pi ) {
/* Set output tmp image pointer to correct type */
if (Ctrl->UInt8.active == TRUE) {
Ctrl->UInt8.tmp_img_out = (unsigned char *)mxGetData(pi);
}
else if (Ctrl->Int8.active == TRUE) {
Ctrl->Int8.tmp_img_out = (char *)mxGetData(pi);
}
else if (Ctrl->UInt16.active == TRUE) {
Ctrl->UInt16.tmp_img_out = (unsigned short int *)mxGetData(pi);
}
else if (Ctrl->Int16.active == TRUE) {
Ctrl->Int16.tmp_img_out = (short int *)mxGetData(pi);
}
else if (Ctrl->Int32.active == TRUE) {
Ctrl->Int32.tmp_img_out = (int *)mxGetData(pi);
}
else if (Ctrl->Float.active == TRUE) {
Ctrl->Float.tmp_img_out = (float *)mxGetData(pi);
}
else if (Ctrl->Double.active == TRUE) {
Ctrl->Double.tmp_img_out = (double *)mxGetData(pi);
}
}
/* ---------------------------------------------------------------------- */
void Set_pt_Ctrl_out2 (struct CV_CTRL *Ctrl, mxArray *po, int interl) {
/* Set output image pointers to correct type and, optionaly, do the interleaving */
if (Ctrl->UInt8.active == TRUE) {
Ctrl->UInt8.img_out = (unsigned char *)mxGetData(po);
}
else if (Ctrl->Int8.active == TRUE) {
Ctrl->Int8.img_out = (char *)mxGetData(po);
}
else if (Ctrl->UInt16.active == TRUE) {
Ctrl->UInt16.img_out = (unsigned short int *)mxGetData(po);
}
else if (Ctrl->Int16.active == TRUE) {
Ctrl->Int16.img_out = (short int *)mxGetData(po);
}
else if (Ctrl->Int32.active == TRUE) {
Ctrl->Int32.img_out = (int *)mxGetData(po);
}
else if (Ctrl->Float.active == TRUE) {
Ctrl->Float.img_out = (float *)mxGetData(po);
}
else if (Ctrl->Double.active == TRUE) {
Ctrl->Double.img_out = (double *)mxGetData(po);
}
if (interl)
interleave (Ctrl, getNK(po,1), mxGetM(po), getNK(po,2), -1);
}
/* ---------------------------------------------------------------------- */
int getNK(const mxArray *p, int which) {
/* Get number of columns or number of bands of a mxArray */
int nx, nBands, nDims;
const int *dim_array;
nDims = mxGetNumberOfDimensions(p);
dim_array = mxGetDimensions(p);
nx = dim_array[1];
nBands = dim_array[2];
if (nDims == 2) /* Otherwise it would stay undefined */
nBands = 1;
if (which == 1)
return(nx);
else if (which == 2)
return(nBands);
else
mexErrMsgTxt("getNK: Bad dimension number!");
}
/* ---------------------------------------------------------------------- */
void getDataType(struct CV_CTRL *Ctrl, const mxArray *prhs[], int *nBytes, int *img_depth) {
/* Find out in which data type was given the input array */
int error = 0;
if (mxIsComplex(prhs[1]) || mxIsSparse(prhs[1]))
mexErrMsgTxt("Input image must be a real matrix");
if (mxIsLogical(prhs[1])) { /* Logicals take precedence over UInt8 */
*img_depth = IPL_DEPTH_8U;
*nBytes = 1;
Ctrl->UInt8.active = TRUE;
}
else if (mxIsUint8(prhs[1])) {
*img_depth = IPL_DEPTH_8U;
*nBytes = 1;
Ctrl->UInt8.active = TRUE;
}
else if (mxIsInt8(prhs[1])) {
*img_depth = IPL_DEPTH_8S;
*nBytes = 1;
Ctrl->Int8.active = TRUE;
error++;
}
else if (mxIsUint16(prhs[1])) {
*img_depth = IPL_DEPTH_16U;
*nBytes = 2;
Ctrl->UInt16.active = TRUE;
}
else if (mxIsInt16(prhs[1])) {
*img_depth = IPL_DEPTH_16S;
*nBytes = 2;
Ctrl->Int16.active = TRUE;
error++;
}
else if (mxIsInt32(prhs[1])) {
*img_depth = IPL_DEPTH_32S;
*nBytes = 4;
Ctrl->Int32.active = TRUE;
error++;
}
else if (mxIsSingle(prhs[1])) {
*img_depth = IPL_DEPTH_32F;
*nBytes = 4;
Ctrl->Float.active = TRUE;
}
else if (mxIsDouble(prhs[1])) {
*img_depth = IPL_DEPTH_64F;
*nBytes = 8;
Ctrl->Double.active = TRUE;
error++;
}
else {
mexPrintf("CVLIB_MEX ERROR: Invalid input data type.\n");
mexErrMsgTxt("Valid types are: double, single, Int32, UInt16, Int16, and Uint8.\n");
}
//mexPrintf("Merda %d %d %d %d\n",(int)IPL_DEPTH_8S, IPL_DEPTH_16S, IPL_DEPTH_32S, IPL_DEPTH_SIGN);
/* For a very obscure reason the types Int8,Int16,Int32,Double are reported illegal
in cxarray (line 3346), but the most strange is that they are foreseen there */
/*if (error) {
mexPrintf("CVRESIZE_MEX ERROR: Invalid input data type.\n");
mexErrMsgTxt("Valid types are: double, single, UInt16, Int16, and Uint8.\n");
}*/
}
/* ---------------------------------------------------------------------- */
void cvResizeUsage() {
mexPrintf("Usage: B = cvlib_mex('resize',A,M,METHOD);\n");
mexPrintf(" returns an image that is M times the size of A.\n");
mexPrintf(" If M is between 0 and 1.0, B is smaller than A. If\n");
mexPrintf(" M is greater than 1.0, B is larger than A. If METHOD is\n");
mexPrintf(" omitted, the bilinear interpolation is used.\n\n");
mexPrintf("B = cvlib_mex('resize',A,[MROWS MCOLS],METHOD) returns an image of size\n");
mexPrintf(" MROWS-by-MCOLS. The available METHODS are:\n");
mexPrintf(" 'bilinear' (default) bilinear interpolation\n");
mexPrintf(" 'bicubic' bicubic interpolation\n");
mexPrintf(" 'nearest' nearest neighbor interpolation\n");
mexPrintf(" 'area' resampling using pixel area relation. It is preferred method\n");
mexPrintf(" for image decimation that gives moire-free results.\n\n");
mexPrintf(" Class support: The finest example of OpenCV data type support mess:\n");
mexPrintf(" If interpolation METHOD is 'nearest' all data types are supported:\n");
mexPrintf(" Otherwise: logical, uint8, uint16 and single!\n");
mexPrintf(" Memory overhead: 1 copy of IMG and 1 copy of B.\n");
}
/* -------------------------------------------------------------------------------------------- */
void floodFillUsage() {
mexPrintf("Usage: B = cvlib_mex('floodfill',IMG,PARAMS_STRUCT);\n");
mexPrintf(" where IMG is a uint8 MxNx3 rgb OR a MxN intensity image:\n");
mexPrintf(" PARAMS_STRUCT is a structure with the following fields (only Point is mandatory):\n");
mexPrintf(" Point -> a 1x2 vector with the X,Y coordinates (in the pixel\n");
mexPrintf(" reference frame) of the selected image point\n");
mexPrintf(" Tolerance -> a scalar in the [0 255] interval [Default is 20]\n");
mexPrintf(" Connect -> a scalar with the connectivity, either 4 or 8 [Default is 4]\n");
mexPrintf(" FillColor -> a 1x3 vector with the fill color [default picks a random color]\n\n");
mexPrintf(" Alternatively you may also call cvfill_mex in this way:\n");
mexPrintf(" B = cvfill_mex('floodfill',IMG,POINT);\n");
mexPrintf(" where POINT is a 1x2 vector with the X,Y coordinates as described above\n\n");
mexPrintf(" Class support: logical or uint8.\n");
mexPrintf(" Memory overhead: 1 copy of IMG.\n");
}
/* -------------------------------------------------------------------------------------------- */
void lineUsage() {
mexPrintf("Usage: cvlib_mex('line',IMG,PT1,PT2,[COLOR,THICK,LINE_TYPE]);\n");
mexPrintf(" where IMG is a uint8 MxNx3 rgb OR a MxN intensity image:\n");
mexPrintf(" draws, inplace, the line segment between PT1 and PT2 points in the image.\n");
mexPrintf(" IM2 = cvlib_mex('line',IMG,PT1,PT2,[COLOR,THICK,LINE_TYPE]);\n");
mexPrintf(" Returns the drawing in the the new array IM2.\n\n");
mexPrintf(" Terms inside brakets are optional and can be empty,\n");
mexPrintf(" e.g (...,[],[],LINE_TYPE) or (...,[],5) are allowed.\n");
mexPrintf(" PT1 & PT2 -> Start and end points of the line segment. Note PT is a 1x2 vector e.g [x y]\n");
mexPrintf(" COLOR -> Line color. Can be a 1x3 vector, e.g. the default [255 255 255], or a scalar (gray).\n");
mexPrintf(" THICK -> Line thickness (default 1)\n");
mexPrintf(" LINE_TYPE -> Type of line. 8 - 8-connected line (default), 4 - 4-connected, 16 - antialiased.\n\n");
mexPrintf(" Class support: uint8.\n");
mexPrintf(" Memory overhead: 1 copy of IMG.\n");
}
/* -------------------------------------------------------------------------------------------- */
void rectUsage() {
mexPrintf("Usage: cvlib_mex('rectangle',IMG,PT1,PT2,[COLOR,THICK,LINE_TYPE]);\n");
mexPrintf(" where IMG is a uint8 MxNx3 rgb OR a MxN intensity image:\n");
mexPrintf(" draws, inplace, a rectangle between the oposit corners PT1 and PT2 in the image.\n");
mexPrintf(" IM2 = cvlib_mex('rectangle',IMG,PT1,PT2,[COLOR,THICK,LINE_TYPE]);\n");
mexPrintf(" Returns the drawing in the the new array IM2.\n\n");
mexPrintf(" Terms inside brakets are optional and can be empty,\n");
mexPrintf(" e.g (...,[],[],LINE_TYPE) or (...,[],5) are allowed.\n");
mexPrintf(" PT1 & PT2 -> Oposit rectangle vertices. Note PT is a 1x2 vector e.g [x y]\n");
mexPrintf(" COLOR -> Line color. Can be a 1x3 vector, e.g. the default [255 255 255], or a scalar (gray).\n");
mexPrintf(" THICK -> Line thickness (default 1). If negative a filled rectangle is drawn.\n");
mexPrintf(" LINE_TYPE -> Type of line. 8 - 8-connected line (default), 4 - 4-connected, 16 - antialiased.\n\n");
mexPrintf(" Class support: uint8.\n");
mexPrintf(" Memory overhead: 1 copy of IMG.\n");
}
/* -------------------------------------------------------------------------------------------- */
void circUsage() {
mexPrintf("Usage: cvlib_mex('circle',IMG,CENTER,RADIUS,[COLOR,THICK,LINE_TYPE]);\n");
mexPrintf(" where IMG is a uint8 MxNx3 rgb OR a MxN intensity image:\n");
mexPrintf(" draws, inplace, a simple or filled circle with given center and radius.\n");
mexPrintf(" IM2 = cvlib_mex('circle',IMG,CENTER,RADIUS,[COLOR,THICK,LINE_TYPE]);\n");
mexPrintf(" Returns the drawing in the the new array IM2.\n\n");
mexPrintf(" Terms inside brakets are optional and can be empty,\n");
mexPrintf(" e.g (...,[],[],LINE_TYPE) or (...,[],5) are allowed.\n");
mexPrintf(" CENTER & RADIUS -> Note, they are both 1x2 vectors e.g [x y]\n");
mexPrintf(" COLOR -> Line color. Can be a 1x3 vector, e.g. the default [255 255 255], or a scalar (gray).\n");
mexPrintf(" THICK -> Line thickness (default 1). If negative a filled circle is drawn.\n");
mexPrintf(" LINE_TYPE -> Type of line. 8 - 8-connected line (default), 4 - 4-connected, 16 - antialiased.\n\n");
mexPrintf(" Class support: uint8.\n");
mexPrintf(" Memory overhead: 1 copy of IMG.\n");
}
/* -------------------------------------------------------------------------------------------- */
void eBoxUsage() {
mexPrintf("Usage: cvlib_mex('eBox',IMG,BOX,[COLOR,THICK,LINE_TYPE]);\n");
mexPrintf(" where IMG is a uint8 MxNx3 rgb OR a MxN intensity image:\n");
mexPrintf(" draws, inplace, draws a simple or thick ellipse outline, or fills an ellipse.\n");
mexPrintf(" BOX -> Structure with the following fields;\n");
mexPrintf(" 'center' -> a 2 element vector with the ellipse center coords (decimal pixeis);\n");
mexPrintf(" 'size' -> a 2 element vector with the ellipse WIDTH and HEIGHT (decimal pixeis);\n");
mexPrintf(" 'angle' -> the angle between the horizontal axis and the WIDTH (degrees);\n");
mexPrintf(" If this field is not present, angle defaults to zero.\n");
mexPrintf(" IM2 = cvlib_mex('eBox',IMG,BOX,[COLOR,THICK,LINE_TYPE]);\n");
mexPrintf(" Returns the drawing in the the new array IM2.\n\n");
mexPrintf(" Terms inside brakets are optional and can be empty,\n");
mexPrintf(" e.g (...,[],[],LINE_TYPE) or (...,[],5) are allowed.\n");
mexPrintf(" COLOR -> Line color. Can be a 1x3 vector, e.g. the default [255 255 255], or a scalar (gray).\n");
mexPrintf(" THICK -> Line thickness (default 1). If negative a filled ellipse is drawn.\n");
mexPrintf(" LINE_TYPE -> Type of line. 8 - 8-connected line (default), 4 - 4-connected, 16 - antialiased.\n\n");
mexPrintf(" Class support: uint8.\n");
mexPrintf(" Memory overhead: 1 copy of IMG.\n");
}
/* -------------------------------------------------------------------------------------------- */
void plineUsage() {
mexPrintf("Usage: cvlib_mex('polyline',IMG,PT,[COLOR,THICK,LINE_TYPE]);\n");
mexPrintf(" where IMG is a uint8 MxNx3 rgb OR a MxN intensity image:\n");
mexPrintf(" draws, inplace, the polyline whose vertex are contained in the Mx2 or 2xN PT array.\n");
mexPrintf(" If PT is a cell vector with N elements, draws N polylines in the image.\n");
mexPrintf(" Each cell element must contain a Mx2 OR 2xN array with the x,y pixel coords\n");
mexPrintf(" of the polyline to be ploted.\n");
mexPrintf(" IM2 = cvlib_mex('polyline',IMG,PT,[COLOR,THICK,LINE_TYPE]);\n");
mexPrintf(" Returns the drawing in the the new array IM2.\n\n");
mexPrintf(" Terms inside brakets are optional and can be empty,\n");
mexPrintf(" e.g (...,[],[],LINE_TYPE) or (...,[],5) are allowed.\n");
mexPrintf(" COLOR -> Line color. Can be a 1x3 vector, e.g. the default [255 255 255], or a scalar (gray).\n");
mexPrintf(" THICK -> Line thickness (default 1)\n");
mexPrintf(" LINE_TYPE -> Type of line. 8 - 8-connected line (default), 4 - 4-connected, 16 - antialiased.\n\n");
mexPrintf(" Class support: uint8.\n");
mexPrintf(" Memory overhead: 1 copy of IMG.\n");
}
/* -------------------------------------------------------------------------------------------- */
void fillPlineUsage() {
mexPrintf("Usage: cvlib_mex('fillpoly',IMG,PT,[COLOR,THICK,LINE_TYPE]);\n");
mexPrintf(" where IMG is a uint8 MxNx3 rgb OR a MxN intensity image:\n");
mexPrintf(" fills an area bounded by several polygonal contours inplace.\n");
mexPrintf(" The polyligonal contour vertex are contained in the Mx2 or 2xN PT array.\n");
mexPrintf(" If PT is a cell vector with N elements, fills N polygons in the image.\n");
mexPrintf(" Each cell element must contain a Mx2 OR 2xN array with the x,y pixel coords\n");
mexPrintf(" of the polygon to be filled.\n");
mexPrintf(" IM2 = cvlib_mex('polyline',IMG,PT,[COLOR,THICK,LINE_TYPE]);\n");
mexPrintf(" Returns the drawing in the the new array IM2.\n\n");
mexPrintf(" Terms inside brakets are optional and can be empty,\n");
mexPrintf(" e.g (...,[],[],LINE_TYPE) or (...,[],5) are allowed.\n");
mexPrintf(" COLOR -> Line color. Can be a 1x3 vector, e.g. the default [255 255 255], or a scalar (gray).\n");
mexPrintf(" THICK -> Line thickness (default 1)\n");
mexPrintf(" LINE_TYPE -> Type of line. 8 - 8-connected line (default), 4 - 4-connected, 16 - antialiased.\n\n");
mexPrintf(" Class support: uint8.\n");
mexPrintf(" Memory overhead: 1 copy of IMG.\n");
}
/* -------------------------------------------------------------------------------------------- */
void fillConvUsage() {
mexPrintf("Usage: cvlib_mex('fillconvex',IMG,PT,[COLOR,THICK,LINE_TYPE]);\n");
mexPrintf(" where IMG is a uint8 MxNx3 rgb OR a MxN intensity image:\n");
mexPrintf(" fills an area bounded by a convex polygonal interior inplace.\n");
mexPrintf(" The polyligonal contour vertex are contained in the Mx2 or 2xN PT array.\n");
mexPrintf(" IM2 = cvlib_mex('polyline',IMG,PT,[COLOR,THICK,LINE_TYPE]);\n");
mexPrintf(" Returns the drawing in the the new array IM2.\n\n");
mexPrintf(" Terms inside brakets are optional and can be empty,\n");
mexPrintf(" e.g (...,[],[],LINE_TYPE) or (...,[],5) are allowed.\n");
mexPrintf(" COLOR -> Line color. Can be a 1x3 vector, e.g. the default [255 255 255], or a scalar (gray).\n");
mexPrintf(" THICK -> Line thickness (default 1)\n");
mexPrintf(" LINE_TYPE -> Type of line. 8 - 8-connected line (default), 4 - 4-connected, 16 - antialiased.\n\n");
mexPrintf(" Class support: uint8.\n");
mexPrintf(" Memory overhead: 1 copy of IMG.\n");
}
/* -------------------------------------------------------------------------------------------- */
void goodFeaturesUsage() {
mexPrintf("Usage: B = cvlib_mex('goodfeatures',IMG,[,M,QUALITY,DIST]);\n");
mexPrintf(" where IMG is a uint8 MxNx3 or a MxN intensity image:\n");
mexPrintf(" returns strong corners on image.\n");
mexPrintf(" Terms inside brakets are optional and can be empty,\n");
mexPrintf(" e.g (...,[],[],DIST) is allowed.\n");
mexPrintf(" M - number of maximum output corners [default is all up to 10000]\n");
mexPrintf(" QUALITY - only those corners are selected, which minimal eigen value is\n");
mexPrintf(" non-less than maximum of minimal eigen values on the image,\n");
mexPrintf(" multiplied by quality_level. For example, quality_level = 0.1\n");
mexPrintf(" means that selected corners must be at least 1/10 as good as\n");
mexPrintf(" the best corner. [Default is 0.1]\n");
mexPrintf(" DIST - The selected corners(after thresholding using quality_level)\n");
mexPrintf(" are rerified such that pair-wise distance between them is\n");
mexPrintf(" non-less than min_distance [Default is 10]\n\n");
mexPrintf(" Class support: uint8.\n");
mexPrintf(" Memory overhead: 2 arrays (single) with size MxN.\n");
}
/* -------------------------------------------------------------------------------------------- */
void houghLines2Usage() {
mexPrintf("Usage: B = cvlib_mex('houghlines2',IMG);\n");
mexPrintf(" where IMG is a uint8 MxNx3 or MxN intensity image OR a MxN logical (mask):\n");
mexPrintf(" B is a P-by-1 cell array where P is the number of detected lines.\n");
mexPrintf(" Each cell in the cell array contains a 2x2 matrix. Each row in the\n");
mexPrintf(" matrix contains the row and column pixel coordinates of the line.\n\n");
mexPrintf(" Class support: logical or uint8.\n");
mexPrintf(" Memory overhead: 1 copy of IMG and, if IMG is not of type logical, a MxN.\n");
}
/* -------------------------------------------------------------------------------------------- */
void houghCirclesUsage() {
mexPrintf("Usage: B = cvlib_mex('houghcircles',IMG [,DP,MIN_DIST,PAR1,PAR2,R0,R1]);\n");
mexPrintf(" where IMG is a uint8 MxNx3 or MxN intensity image.\n");
mexPrintf(" B is a P-by-3 matrix where P is the number of detected circles.\n");
mexPrintf(" and each row of B contains (x,y,radius)\n");
mexPrintf(" With the options below you may provide empties ([]) to use the default value.\n");
mexPrintf(" DP -> Resolution of the accumulator used to detect centers of the circles. For example\n");
mexPrintf(" if it is 1, the accumulator will have the same resolution as the input image,\n");
mexPrintf(" if it is 2 - accumulator will have twice smaller width and height, etc. [Default = 1]\n");
mexPrintf(" MIN_DIST -> Minimum distance between centers of the detected circles. If the parameter\n");
mexPrintf(" is too small, multiple neighbor circles may be falsely detected in addition\n");
mexPrintf(" to a true one. If it is too large, some circles may be missed [Default = 20]\n");
mexPrintf(" PAR1 -> higher threshold of the two passed to Canny edge detector [Default = 50]\n");
mexPrintf(" PAR2 -> accumulator threshold at the center detection stage. The smaller it is,\n");
mexPrintf(" the more false circles may be detected. Circles, corresponding to the\n");
mexPrintf(" larger accumulator values, will be returned first. [Default = 60]\n\n");
mexPrintf(" R0 -> Minimal radius of the circles to search for (pixels) [Default = 5]\n");
mexPrintf(" R1 -> Maximal radius of the circles to search for. By default the maximal radius\n");
mexPrintf(" is set to max(image_width, image_height). [Default = 0]\n");
mexPrintf(" Class support: uint8.\n");
mexPrintf(" Memory overhead: 1 copy of IMG.\n");
}
/* -------------------------------------------------------------------------------------------- */
void findContoursUsage() {
mexPrintf("Usage: B = cvlib_mex('contours',IMG);\n");
mexPrintf(" where IMG is a uint8 MxNx3 or MxN intensity image OR a MxN logical (mask):\n");
mexPrintf(" B is a P-by-1 cell array where P is the number of detected lines.\n");
mexPrintf(" Each cell in the cell array contains a Qx2 matrix. Each row in the\n");
mexPrintf(" matrix contains the row and column pixel coordinates of the line.\n\n");
mexPrintf(" Class support: logical or uint8.\n");
mexPrintf(" Memory overhead: 1 copy of IMG and, if IMG is not of type logical, a MxN.\n");
}
/* -------------------------------------------------------------------------------------------- */
void cannyUsage() {
mexPrintf("Usage: C = cvlib_mex('canny',IMG);\n");
mexPrintf(" where IMG is a uint8 MxNx3 rgb OR a MxN intensity image:\n");
mexPrintf(" C = cvlib_mex('canny',IMG,threshold1,threshold2,aperture_size);\n");
mexPrintf(" If not provided threshold1 = 40, threshold2 = 200, aperture_size = 3;\n\n");
mexPrintf(" Class support: uint8.\n");
mexPrintf(" Memory overhead: 1 copy of IMG and a MxN uint8 matrix.\n");
}
/* -------------------------------------------------------------------------------------------- */
void sobelUsage() {
mexPrintf("Usage: C = cvlib_mex('sobel',IMG);\n");
mexPrintf(" where IMG is a uint8 MxNx3 rgb OR a MxN intensity image OR a MxN single:\n");
mexPrintf(" C = cvlib_mex('sobel',IMG,xorder,yorder,aperture_size);\n");
mexPrintf(" If not provided xorder = 1, yorder = 0, aperture_size = 3;\n\n");
mexPrintf(" Class support: uint8 or single.\n");
mexPrintf(" Memory overhead: 1 copy of IMG and a MxN matrix of the same type as IMG.\n");
}
/* -------------------------------------------------------------------------------------------- */
void laplaceUsage() {
mexPrintf("Usage: C = cvlib_mex('laplace',IMG);\n");
mexPrintf(" where IMG is a uint8 MxNx3 rgb OR a MxN intensity image OR a MxN single:\n");
mexPrintf(" C = cvlib_mex('laplace',IMG,aperture_size);\n");
mexPrintf(" If not provided aperture_size = 3;\n\n");
mexPrintf(" Class support: uint8 or single.\n");
mexPrintf(" Memory overhead: 1 copy of IMG and a MxN matrix of the same type as IMG.\n");
}
/* -------------------------------------------------------------------------------------------- */
void erodeUsage() {
mexPrintf("Usage: C = cvlib_mex('erode',IMG);\n");
mexPrintf(" where IMG is a uint8 MxNx3 rgb OR a MxN intensity image OR a MxN single:\n");
mexPrintf(" C = cvlib_mex('erode',IMG,iterations);\n");
mexPrintf(" If not provided iterations = 1;\n\n");
mexPrintf(" Class support: logical, uint8 or single.\n");
mexPrintf(" Memory overhead: 1 copy of IMG.\n");
}
/* -------------------------------------------------------------------------------------------- */
void dilateUsage() {
mexPrintf("Usage: C = cvlib_mex('dilate',IMG);\n");
mexPrintf(" where IMG is a uint8 MxNx3 rgb OR a MxN intensity image OR a MxN single:\n");
mexPrintf(" C = cvlib_mex('dilate',IMG,iterations);\n");
mexPrintf(" If not provided iterations = 1;\n\n");
mexPrintf(" Class support: logical, uint8 or single.\n");
mexPrintf(" Memory overhead: 1 copy of IMG.\n");
}
/* -------------------------------------------------------------------------------------------- */
void morphologyexUsage() {
mexPrintf("Usage: C = cvlib_mex('morphologyex',IMG,OPERATION);\n");
mexPrintf(" where IMG is a uint8 MxNx3 rgb OR a MxN intensity image OR a MxN single:\n");
mexPrintf(" The available OPERATIONS are:\n");
mexPrintf(" 'open'\n");
mexPrintf(" 'close'\n");
mexPrintf(" 'gradient' dilate - erode\n");
mexPrintf(" 'tophat' IMG - open\n");
mexPrintf(" 'blackhat' close - IMG\n\n");
mexPrintf(" C = cvlib_mex('morphologyex',IMG,OPERATION,iterations);\n");
mexPrintf(" If not provided iterations = 1;\n\n");
mexPrintf(" Class support: logical, uint8 or single.\n");
mexPrintf(" Memory overhead: 2 copies of IMG.\n");
}
/* -------------------------------------------------------------------------------------------- */
void colorUsage() {
mexPrintf("Usage: B = cvlib_mex('color',IMG,'TRF');\n");
mexPrintf(" where IMG is a MxNx3 image of type: uint8, uint16 OR single (0..1 interval).\n");
mexPrintf(" TRF is a string controling the transformation. Possibilities are:\n");
mexPrintf(" rgb2lab,lab2rgb, rgb2luv,luv2rgb, rgb2xyz,xyz2rgb\n");
mexPrintf(" rgb2yiq,yiq2rgb, rgb2hsv,luv2hsv, rgb2hsl,hsl2rgb, rgb2YCrCb,YCrCb2rgb\n\n");
mexPrintf(" Class support: uint8, uint16 or single.\n");
mexPrintf(" Memory overhead: 1 copy of IMG and 1 copy of B.\n");
}
/* -------------------------------------------------------------------------------------------- */
void flipUsage() {
mexPrintf("Usage: B = cvlib_mex('flip',IMG,'DIR');\n");
mexPrintf(" Flip a 2D array around vertical, horizontall or both axis\n");
mexPrintf(" where IMG is an array of any type and DIR = 'ud', 'lr' or 'both'\n");
mexPrintf(" for Up-Down, Left-Right or Both.\n\n");
mexPrintf(" cvlib_mex('flip',IMG,'DIR');\n");
mexPrintf(" Flips IMG inplace.\n");
}
/* -------------------------------------------------------------------------------------------- */
void filterUsage() {
mexPrintf("Usage: B = cvlib_mex('filter',IMG,FILTER);\n");
mexPrintf(" Convolves image IMG with the kernel FILTER\n\n");
mexPrintf(" Class support: uint8, int16, uint16 or single.\n");
mexPrintf(" Memory overhead: 1 copy of IMG and 1 copy of FILTER.\n");
}
/* -------------------------------------------------------------------------------------------- */
void smoothUsage() {
mexPrintf("Usage: B = cvlib_mex('smooth',IMG [,TYPE,PAR1,PAR2,PAR3,PAR4]);\n");
mexPrintf(" Smooths the MxNx3 or MxN IMG in one of several ways\n");
mexPrintf(" The available TYPE of smoothing are:\n");
mexPrintf(" 'blur' summation over a pixel PAR1�PAR2 neighborhood with subsequent scaling by 1/(PAR1xPAR2).\n");
mexPrintf(" 'gaussian' convolves image with PAR1�PAR2 Gaussian kernel [Default].\n");
mexPrintf(" 'median' finding median of PAR1�PAR1 neighborhood (i.e. the neighborhood is square)\n");
mexPrintf(" 'bilateral' apply bilateral 3x3 filtering with color sigma=PAR1 and space sigma=PAR2\n");
mexPrintf(" If PAR1 & PAR2 are not provided they default to 5 and 50.\n");
mexPrintf(" Information about bilateral filtering can be found at.\n");
mexPrintf(" www.dai.ed.ac.uk/CVonline/LOCAL_COPIES/MANDUCHI1/Bilateral_Filtering.html\n");
mexPrintf(" PAR1 -> The first parameter of smoothing operation [Default = 5]\n");
mexPrintf(" PAR2 -> The second parameter of smoothing operation [Default = PAR1]\n");
mexPrintf(" PAR3 -> In case of Gaussian kernel this parameter may specify Gaussian sigma\n");
mexPrintf(" (standard deviation). If it is zero, it is calculated from the kernel size\n");
mexPrintf(" PAR4 -> In case of non-square Gaussian kernel the parameter may be used to specify\n");
mexPrintf(" a different (from param3) sigma in the vertical direction.\n\n");
mexPrintf(" B = cvlib_mex('smooth',IMG);\n");
mexPrintf(" Does a gaussian filtering with a 5x5 kernel.\n");
mexPrintf(" Class support: logical, uint8 or single.\n");
mexPrintf(" Memory overhead: 1 copy of IMG.\n");
}
/* -------------------------------------------------------------------------------------------- */
void pyrUUsage() {
mexPrintf("Usage: B = cvlib_mex('pyrU',IMG);\n");
mexPrintf(" performs up-sampling step of Gaussian pyramid decomposition.\n");
mexPrintf(" First it upsamples the source image by injecting even zero rows and\n");
mexPrintf(" and then convolves result with a 5x5 Gaussian filter multiplied by 4\n");
mexPrintf(" for interpolation. So the destination image is four times larger than\n");
mexPrintf(" the source image.\n\n");
mexPrintf(" Class support: logical, uint8, uint16, int16, single or double.\n");
mexPrintf(" Memory overhead: 1 copy of IMG and 1 copy of B.\n");
}
/* -------------------------------------------------------------------------------------------- */
void pyrDUsage() {
mexPrintf("Usage: B = cvlib_mex('pyrD',IMG);\n");
mexPrintf(" performs downsampling step of Gaussian pyramid decomposition.\n");
mexPrintf(" First it convolves source image with a 5x5 Gaussian filter and then\n");
mexPrintf(" downsamples the image by rejecting even rows and columns\n\n");
mexPrintf(" Class support: logical, uint8, uint16, int16, single or double.\n");
mexPrintf(" Memory overhead: 1 copy of IMG and 1 copy of B.\n");
}
/* -------------------------------------------------------------------------------------------- */
void arithmUsage() {
mexPrintf("Usage: B = cvlib_mex(OP,IMG1,IMG2);\n");
mexPrintf(" Apply per element arithmetics betweem IMG1 & IMG2. OP can be one of:\n");
mexPrintf(" add -> B = IMG1 + IMG2\n");
mexPrintf(" sub -> B = IMG1 - IMG2\n");
mexPrintf(" mul -> B = IMG1 * IMG2\n");
mexPrintf(" div -> B = IMG1 / IMG2\n\n");
mexPrintf(" If IMG2 is a scalar than OP can also take these values:\n");
mexPrintf(" addS -> B = IMG1 + IMG2\n");
mexPrintf(" subS -> B = IMG1 - IMG2\n\n");
mexPrintf("The form (that is, with no output)\n: cvlib_mex(OP,IMG1,IMG2);\n");
mexPrintf(" does the above operation in-place and stores the result in IMG1\n\n");
mexPrintf(" Class support: all but uint32.\n");
mexPrintf(" Memory overhead: none.\n");
}
/* -------------------------------------------------------------------------------------------- */
void addWeightedUsage() {
mexPrintf("Usage: B = cvlib_mex('addweighted',IMG1,alpha,IMG2,beta[,gamma]);\n");
mexPrintf(" The function addweighted calculates weighted sum of two arrays as following:\n");
mexPrintf(" B(i) = img1(i)*alpha + img2(i)*beta + gamma\n");
mexPrintf(" If gamma is not provided, gamma = 0\n\n");
mexPrintf("The form (that is, with no output)\n: cvlib_mex('addweighted',IMG1,alpha,IMG2,beta[,gamma]);\n");
mexPrintf(" does the above operation in-place and stores the result in IMG1\n\n");
mexPrintf(" Class support: all but uint32.\n");
mexPrintf(" Memory overhead: none.\n");
}
/* -------------------------------------------------------------------------------------------- */
void inpaintUsage() {
mexPrintf("Usage: cvlib_mex('inpaint',IMG1,IMG2);\n");
mexPrintf(" The function inpaint reconstructs IMG1 image area from the pixel near the area boundary.\n");
mexPrintf(" The function may be used to remove scratches or undesirable objects from images:\n");
mexPrintf(" IMG1 is a uint8 MxNx3 rgb OR a MxN intensity image and IMG2 is a mask array\n");
mexPrintf(" of the same size (MxN) of IMG1. It can be a logical array or a uint8 array.\n");
mexPrintf(" IMG = cvlib_mex('polyline',IMG1,IMG2);\n");
mexPrintf(" Returns the drawing in the the new array IMG.\n\n");
mexPrintf(" Class support: uint8.\n");
mexPrintf(" Memory overhead: 1 copy of IMG and a MxN matrix of the same type as IMG.\n");
}