Feature extraction & image processing for computer vision [recurso electrónico] / Mark S. Nixon, Alberto S. Aguado.
Tipo de material:
TextoDetalles de publicación: Oxford : Academic Press, c2012Edición: 3rd edDescripción: 1 online resource : illISBN: 9780123978240 (electronic bk.); 0123978246 (electronic bk.)Otro título: Feature extraction and image processing for computer visionTema(s): Computer vision | Computer vision -- Mathematics | Pattern recognition systems | Image processing -- Digital techniques | COMPUTERS / Computer Vision & Pattern Recognition | Bildverarbeitung | Maschinelles SehenGénero/Forma: Electronic books.Formatos físicos adicionales: Print version:: Feature extraction & image processing for computer vision.Clasificación CDD: 006.37 Clasificación LoC:TA1634 | .N59 2012Recursos en línea: Libro electrónico ScienceDirect
Resumen: 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.
| Tipo de ítem | Biblioteca actual | Colección | Signatura | Copia número | Estado | Fecha de vencimiento | Código de barras |
|---|---|---|---|---|---|---|---|
Libro Electrónico
|
Biblioteca Electrónica | Colección de Libros Electrónicos | TA1634 .N59 2012 (Browse shelf(Abre debajo)) | 1 | No para préstamo | 380512-2001 |
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.
Description based on print version record.
Includes bibliographical references and index.
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