Feature extraction & image processing for computer vision / Mark S. Nixon and 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 NIX-M
- TA1634 .N59 2012
Item type | Current library | Collection | Shelving location | Call number | Status | Date due | Barcode | Item holds | |
---|---|---|---|---|---|---|---|---|---|
Books | BITS Pilani Hyderabad | 003-007 | General Stack (For lending) | 006.37 NIX-M (Browse shelf(Opens below)) | Available | 41462 |
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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