Image Processing and Communications Challenges 4 [electronic resource] /
Choraś, Ryszard S.editor.
This textbook collects a series of research papers in the area of Image Processing and Communications which not only introduce a summary of current technology but also give an outlook of potential feature problems in this area. Image Processing and Communications have undergone an impressive development. Recent evolutions in this area have led to a pervasive spread in many areas of human life and have become such a critical component in contemporary science and technology. The book is divided into two parts. The first part contains recent research results in image processing, whilst the second part contains recent research results in communications.
Description based upon print version of record.
Title; Preface; Contents; Part I Image Processing; An Approach to Automatic Detection and Extraction of Regions of Interest in Still Images; Introduction; Salient Detection and ROI Extraction; Architecture of the Attention Model; Segmentation; Appropriate ROI Estimation; Experimental Evaluation of the Approach; Conclusions; References; Decision Tree Based Approach to Craquelure Identification in Old Paintings; Introduction; Virtual Restoration; Decision Tree Representation; Decision Tree Based Approach to Craquelure Separation; Training Data; Feature Vector Generation
Setting Up a Decision TreeResults; Conclusions and Further Work; References; Computer Vision Method for Detecting Adult-Oriented Content in Images; Introduction; Methods for Detecting Adult-Oriented Content; ProposedMethod; Results and Future Work; Conclusions and Future Work; References; Texture Based Firearm Striations Analysis for Forensics Image Retrieval; Introduction; Feature Extraction; Experimental Evaluations; Conclusion; References; An Algorithm for Objects Straightening in M-Mode Echocardiography Images; Introduction to M-Mode Echocardiography Images
Problems of M-Mode Image AnalysisBinarization; A Problem of Object Identification; A Proposal of an Algorithm for Objects Straightening; An Algorithm for Objects Straightening; Using the Proposed Algorithm; Conclusions; References; Image Registration Tuning for DCE-MRI Breast Imaging; Introduction; Materials and Methods; Image Datasets; Algorithms; Results; Discussion; Conclusion; References; Variogram Based Estimator of Fractal Dimension for the Analysis of Cell Nuclei from the Papanicolaou Smears; Introduction; Fractal Dimension Estimators for Optical Density
Variogram Based Estimator of Fractal DimensionExperimental Results; Discussion and Conclusions; References; On the Dimensionality of PCA Method and Color Space in Face Recognition; Introduction; Processing Framework; Initial Representation; One-Dimensional PCA; Simplified Two-Dimensional PCA; Experiments; Datasets; Results; Summary; References; Recognition of Hand Drawn Flowcharts; Recognition of Hand Drawn Diagrams; Method of Analysis Hand Written Documents; Off-Line and On-Line Attitudes; Processing of Technical Documents into Digital Form
System for On-Line Recognition of Hand Drawn FlowchartsSegmentation; Gestures, Figures and Connections Recognition; Structure Understanding; Experimental Results; Conclusions; References; Mean Shift Based Automatic Detection of Exudates in Retinal Images; Introduction; Exudates Detection; Materials and Methods; Non-uniform Illumination Correction; Mean Shift Filtering and Segmentation; Maxima Segmentation; Results; Conclusion; References; Hybrid Algorithm to Human-Face Detection, Recognition and Unrestricted Tracking; Introduction; Related Algorithms to Build a Hybrid System; Face Detection
Face Location
Includes bibliographical references and index.
This textbook collects a series of research papers in the area of Image Processing and Communications which not only introduce a summary of current technology but also give an outlook of potential feature problems in this area. Image Processing and Communications have undergone an impressive development. Recent evolutions in this area have led to a pervasive spread in many areas of human life and have become such a critical component in contemporary science and technology. The book is divided into two parts. The first part contains recent research results in image processing, whilst the second part contains recent research results in communications.
Computational intelligence.
Artificial intelligence.
Signal processing.
Image processing.
Speech processing systems.
Electrical engineering.
Optical data processing.
Computational Intelligence.
Artificial Intelligence.
Signal, Image and Speech Processing.
Communications Engineering, Networks.
Image Processing and Computer Vision.
Advances in Intelligent Systems and Computing