Feature extraction & image processing for computer vision / Mark S. Nixon, Alberto S. Aguado.

Author/creator Nixon, Mark S.
Other author Aguado, Alberto S.
Format Electronic
Edition3rd ed.
Publication InfoOxford : Academic Press,
Descriptionxvii, 609 p., [2] p. of plates : ill. (some col.) ; 24 cm.
Supplemental ContentFull text available from Ebook Central - Academic Complete
Subjects
Computer vision.
Computer vision--Mathematics.
Pattern recognition systems.
Image processing--Digital techniques.

Other title Feature extraction and image processing for computer vision
Abstract 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.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2012538829
ISBN9780123965493 (pbk.)
ISBN0123965497 (pbk.)

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