Feature extraction & image processing for computer vision
Nixon Mark S.
Feature extraction & image processing for computer vision - 3rd ed. - London: Elsevier, 2012. - xvii,609p.: ill.; 23 cm.
Bibliographical details including 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.
9780123965493
Computer Interfaces
Bildverarbeitung
Maschinelles Sehen.
Pattern Recognition Systems.
Image Processing
Digital Techniques.
Processing Image
Cameras
Human Computer Vision
006.37 / NIX
Feature extraction & image processing for computer vision - 3rd ed. - London: Elsevier, 2012. - xvii,609p.: ill.; 23 cm.
Bibliographical details including 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.
9780123965493
Computer Interfaces
Bildverarbeitung
Maschinelles Sehen.
Pattern Recognition Systems.
Image Processing
Digital Techniques.
Processing Image
Cameras
Human Computer Vision
006.37 / NIX
