Midlands State University Library
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Feature extraction & image processing for computer vision / created by Mark S Nixon and Alberto S Aguado

By: Contributor(s): Material type: TextTextPublisher: Elsevier, 2020Copyright date: ©2020Edition: Fourth editionDescription: xxiv, 626 pages : illustrations (some coloured) ; 24 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9780128149768
Subject(s): LOC classification:
  • TA1634 NIX
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-- Source other than Library of Congress
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Holdings
Item type Current library Call number Copy number Status Date due Barcode
Book Book Main Library Open Shelf TA1634 NIX (Browse shelf(Opens below)) 157718 Available BK146559
Book Book Main Library Open Shelf TA1634 NIX (Browse shelf(Opens below)) 158664 Available BK146506
Book Book Main Library Open Shelf TA1634 NIX (Browse shelf(Opens below)) 152301 Available BK139445
Book Book Main Library Open Shelf TA1634 NIX (Browse shelf(Opens below)) 152300 Available BK139333

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-- Source other than Library of Congress

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