Feature extraction & image processing for computer vision:
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Bibliographic Details
Main Authors: Nixon, Mark S. (Author), Aguado, Alberto S. (Author)
Format: Electronic eBook
Language:English
Published: Oxford Academic Press 2012
Edition:Third edition
Subjects:
Online Access:DE-634
DE-1046
DE-860
DE-188
Volltext
Item 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
Physical Description:1 Online-Ressource (xvii, 609 Seiten) Illustrationen, Diagramme
ISBN:9780123965493
0123965497
9780123978240
0123978246

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