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Feature Extraction & Image Processing for Computer Vision / Edition 3
     

Feature Extraction & Image Processing for Computer Vision / Edition 3

by Mark Nixon, Alberto S. Aguado
 

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ISBN-10: 0123965497

ISBN-13: 9780123965493

Pub. Date: 10/09/2012

Publisher: Elsevier Science

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

Overview

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.

Product Details

ISBN-13:
9780123965493
Publisher:
Elsevier Science
Publication date:
10/09/2012
Edition description:
New Edition
Pages:
632
Product dimensions:
7.40(w) x 9.20(h) x 1.40(d)

Table of Contents

Introduction; Images, smapling and frequency domain processing; Basic image processing operations; Low-level feature extraction and edge detection; Feature extraction by shape matching; Flexible shape extraction; Object description; Intoduction to texture description, segmentation and classification; Appendices

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