Feature Extraction and Image Processing for Computer Vision

ISBN-10: 0123965497

ISBN-13: 9780123965493

Edition: 3rd 2012

List price: $79.95
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Description:

This book is an essential guide to the implementation of image processing and computer vision techniques, with tutorial introductions and sample code in Matlab. Algorithms are presented and fully explained to enable complete understanding of the methods and techniques demonstrated. As one reviewer noted, "The main strength of the proposed book is the exemplar code of the algorithms."Fully updated with the latest developments in feature extraction, including expanded tutorials and new techniques, this new edition contains extensive new material on Haar wavelets, Viola-Jones, bilateral filtering, SURF, PCA-SIFT, moving object detection and tracking, development of symmetry operators, LBP texture analysis, Adaboost, and a new appendix on color models. Coverage of distance measures, feature detectors, wavelets, level sets and texture tutorials has been extended.* Essential reading for engineers and students working in this cutting edge field * Ideal module text and background reference for courses in image processing and computer vision * The only currently-available text to concentrate on feature extraction with working implementation and worked through derivation
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Book details

List price: $79.95
Edition: 3rd
Copyright year: 2012
Publisher: Elsevier Science & Technology Books
Publication date: 9/25/2012
Binding: Paperback
Pages: 632
Size: 7.50" wide x 9.25" long x 1.25" tall
Weight: 2.398
Language: English

Mark Nixon is the Professor in Computer Vision at the University of Southampton UK. His research interests are in image processing and computer vision. His team develops new techniques for static and moving shape extraction which have found application in biometrics and in medical image analysis. His team were early workers in automatic face recognition, later came to pioneer gait recognition and more recently joined the pioneers of ear biometrics. With Tieniu Tan and Rama Chellappa, their book Human ID based on Gait is part of the Springer Series on Biometrics and was published in 2005. He has chaired/ program chaired many conferences (BMVC 98, AVBPA 03, IEEE Face and Gesture FG06, ICPR 04, ICB 09, IEEE BTAS 2010) and given many invited talks. Dr. Nixon is a Fellow IET and a Fellow IAPR.

Preface
Introduction
Images, Sampling and Frequency Domain Processing
Basic Image Processing Operations
Low-Level Feature Extraction (including Edge Detection)
High-Level Feature Extraction: Fixed Shape Matching
High-Level Feature Extraction: Deformable Shape Analysis
Object Description
Introduction to Texture Description, Segmentation and Classification
Moving Object Detection and Description
Appendix 1: Camera Geometry Fundamentals
Appendix 2: Least Squares Analysis
Appendix 3: Principal Components Analysis
Appendix 4: Colour Images
References
Index
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