Feature extraction & image processing for computer vision /
Nixon, Mark S
Feature extraction & image processing for computer vision / created by Mark S Nixon and Alberto S Aguado - Fourth edition - xxiv, 626 pages : illustrations (some coloured) ; 24 cm
Includes bibliographical references and index
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-- Source other than Library of Congress
9780128149768
Computer vision
Computer vision --Mathematics
Pattern recognition systems
Image processing --Digital techniques
TA1634 NIX
Feature extraction & image processing for computer vision / created by Mark S Nixon and Alberto S Aguado - Fourth edition - xxiv, 626 pages : illustrations (some coloured) ; 24 cm
Includes bibliographical references and index
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-- Source other than Library of Congress
9780128149768
Computer vision
Computer vision --Mathematics
Pattern recognition systems
Image processing --Digital techniques
TA1634 NIX