Combinatorial Image Analaysis
Subtitle: 15th International Workshop, IWCIA 2012, Austin, TX, USA, November 28-30, 2012. Proceedings
By: edited by Reneta P. Barneva, Valentin E. Brimkov, Jake K. Aggarwal
Contributors: Brimkov, Valentin E.; Aggarwal, Jake K.; SpringerLink (Online service)
Series: Lecture Notes in Computer Science -- 7655
Publisher: Springer Berlin Heidelberg; Imprint: Springer
Published: 2012
Place of publication: Berlin, Heidelberg
Language: eng
Format: [electronic resource] :
Number of pages: 313
ISBN-13: 9783642347320
Subjects: Pattern perception; Computational complexity; Computer graphics; Discrete Mathematics in Computer Science; Optical pattern recognition; Electronic data processing; Image Processing and Computer Vision; Algorithm Analysis and Problem Complexity; Computer vision; Computer science; Numeric Computing; Computer software
Description: This volume constitutes the refereed proceedings of the 15th International Workshop on Combinatorial Image Analysis, IWCIA 2012, held in Austin, TX, USA in November 2012. <br>The 23 revised full papers presented were carefully reviewed and selected from numerous submissions. The topics covered include digital geometry, combinatorics in digital spaces, digital curves and surfaces; digital topologyl grammars, transformation, applications; grammars and models in image analysis; picture transformations, morphologic operations, image segmentation; and discrete tomography, applications.
Table of contents: title: Part I: Geometry and Topology Digital Geometry, Combinatorics in Digital Spaces. Digital Curves and Surfaces On Finding Shortest Isothetic Path Inside a Digital Object; title: Fast Slicing of Orthogonal Covers Using DCEL; title: Fast Combinatorial Algorithm for Tightly Separating Hyperplanes; title: Digital Curvatures Applied to 3D Object Analysis and Recognition: A Case Study; title: Discrete Polynomial Curve Fitting to Noisy Data; title: A Probabilistic Measure of Circularity; title: Digital Topology A New Framework for Connected Components Labeling of Binary Images; title: Small Work Space Algorithms for Some Basic Problems on Binary Images; title: Adjacencies for Structuring the Digital Plane; title: On Topology Preservation for Triangular Thinning Algorithms; title: Cellular Topology on the Triangular Grid.-Part II: Grammars, Transformations, Applications Grammars and Models in Image Analysis A P System Model for Contextual Array Languages; title: Rectangular Arrays and Petri Nets; title: Regional Hexagonal Tile Rewriting Grammars; title: Partial Commputation on Array Languages.-Picture Transformations, Morphologic Operations, Image Segmentation; title: Incremental Learning of the Model for Watershed-Based Image Segmentation; title: Fast Level-Wise Convolution.-Combinatorial Properties of 2D Discrete Rigid Transformations under Pixel-Invariance Constraints; title: Novel Morphological Algorithms for Dominating Sets on Graphs with Applications to Image Analysis; title: Discrete Tomography, Applications Binary Image Reconstruction from Two Projections and Skeletal Information; title: Energy-Minimization Based Discrete Tomography Reconstruction Method for Images on Triangular Grid; title: Skin Lesion Feature Vector Space with a Metric to Model Geometric Structures of Malignancy for Classification; title: Segmentation by a Local and Global Fuzzy Gaussian Distribution Energy Minimization of an Active Contour Model.