Polygonal Approximation and Scale-Space Analysis of Closed Digital Curves

Author:   Kumar S. Ray ,  Bimal Kumar Ray
Publisher:   Apple Academic Press Inc.
ISBN:  

9781774632642


Pages:   388
Publication Date:   31 March 2021
Format:   Paperback
Availability:   In Print   Availability explained
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Polygonal Approximation and Scale-Space Analysis of Closed Digital Curves


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Overview

This book covers the most important topics in the area of pattern recognition, object recognition, computer vision, robot vision, medical computing, computational geometry, and bioinformatics systems. Students and researchers will find a comprehensive treatment of polygonal approximation and its real life applications. The book not only explains the theoretical aspects but also presents applications with detailed design parameters. The systematic development of the concept of polygonal approximation of digital curves and its scale-space analysis are useful and attractive to scholars in many fields.

Full Product Details

Author:   Kumar S. Ray ,  Bimal Kumar Ray
Publisher:   Apple Academic Press Inc.
Imprint:   Apple Academic Press Inc.
Weight:   0.530kg
ISBN:  

9781774632642


ISBN 10:   1774632640
Pages:   388
Publication Date:   31 March 2021
Audience:   College/higher education ,  General/trade ,  Tertiary & Higher Education ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Polygonal Approximation: Introduction. A Split-and-Merge Technique. A Sequential One-Pass Method. Another Sequential One-Pass Method. A Data-Driven Method. Another Data-Driven Method. A Two-Pass Sequential Method. Polygonal Approximation Using Reverse Engineering on Bresenham's Line Drawing Technique. Polygonal Approximation as Angle Detection. Polygonal Approximation as Angle Detection Using Asymmetric Region of Support. Scale-space analysis: Introduction. Scale-Space Analysis and Corner Detection on Chain Coded Curves. Scale-Space Analysis and Corner Detection Using Iterative Gaussian Smoothing With Constant Window Size. Corner detection using Bessel function as smoothing kernel. Adaptive smoothing using convolution with Gaussian Kernel. Application of Polygonal Approximation for Pattern Classification and Object Recognition: Introduction. Polygonal Dissimilarity and Scale Preserving Smoothing Matching Polygon Fragments. Polygonal Approximation to Recognize and Locate Partially Occluded Objects: Hypothesis Generation and Verification Paradigm. Object Recognition With Belief Revision: Hypothesis Generation and Belief Revision Paradigm. Neuro-Fuzzy Reasoning for Occluded Object Recognition: A Learning Paradigm Through Neuro-Fuzzy Concept. Conclusion.

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Author Information

Kumar S. Ray, PhD, is a professor in the Electronics and Communication Science Unit at the Indian Statistical Institute, Kolkata, India. He has written a number of articles published in international journals and has presented at several professional meetings. His current research interests include artificial intelligence, computer vision, commonsense reasoning, soft computing, non-monotonic deductive database systems, and DNA computing. Bimal Kumar Ray is a professor at the School of Information Technology and Engineering, Vellore Institute of Technology, Vellore, India. He received his PhD degree in computer science from the Indian Statistical Institute, Kolkata, India. He received hs master’s degree in applied mathematics from Calcutta University and his bachelor’s degree in mathematics from St. Xavier’s College, Kolkata. His research interests include computer graphics, computer vision, and image processing. He has published a number of research papers in peer-reviewed journals.

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