Feature extraction & image processing for computer vision / Mark S. Nixon, Alberto S. Aguado.
Material type:
TextPublication details: Oxford : Academic Press, 2012.Edition: 3rd edDescription: xvii, 609 p., [2] p. of plates : ill. (some col.) ; 24 cmISBN: - 9780123965493 (pbk.)
- 0123965497 (pbk.)
- Feature extraction and image processing for computer vision [Other title]
- 006.37
- TA1634 .N59 2012
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Blantyre Branch Library General Collection | NFIC | 006.37 NIX (Browse shelf(Opens below)) | Available | 0095405 |
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| 005.809 JEW Media & Crime | 005.84 DHA Hacking : | 006.301 TEG Life 3.0 : | 006.37 NIX Feature extraction & image processing for computer vision / | 006.686 AND Adobe photosho elements 7: A visual introduction to digital photography/ | 006.686 KEN Photoshop CS4 : | 006.6/86 LOC Combining images with Photoshop Elements : |
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--
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