ENGLISH

Feature extraction & image processing for computer vision

By Mark S. Nixon , Alberto S. Aguado

Book information

Publisher
Academic Press
Year
2012
ISBN
0123965497, 9780123965493
Google Books ID
lytnomY-r7YC
Language
english
Format
PDF
Filesize
25 MB (25871532 bytes)
Edition
3
Pages
632\622
Orientation
yes
Scanned
no
Time added
2013-03-25 01:32:32

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.

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