Feature extraction & image processing for computer vision

by Aguado, Alberto S. Nixon, Mark S.

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Title Statements

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

Summary

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

Edition Statements

Publication Date:2012
Edition:3. ed

Publication Statements

Publisher(s):Academic Press
Place of Publication:Oxford
Language:eng
Publication Date:2012

The Physical Object

Description:xvii, 609 s., [2] s. of plates : : illustrations (some color) ; : 24 cm

Edition Identifiers

ISBN:9780123965493, 0123965497
oclc:ocn900237869
LC Classification:TA1634
Dewey Decimal:006.37

Subjects

Computer vision Computer vision -- Mathematics digital imaging Image processing -- Digital techniques Pattern recognition systems Reconnaissance des formes (Informatique) Traitement d'images -- Techniques numér… Vision par ordinateur Vision par ordinateur -- Mathématiques