Feature extraction & image processing for computer vision:
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 n...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Oxford
Academic Press
© 2012
|
| Ausgabe: | 3rd ed |
| Schlagworte: | |
| Online-Zugang: | FLA01 Volltext |
| Zusammenfassung: | 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 |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | 1 online resource illustrations |
| ISBN: | 9780123978240 0123978246 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804180445464625152 |
|---|---|
| any_adam_object | |
| author | Nixon, Mark S. |
| author_facet | Nixon, Mark S. |
| author_role | aut |
| author_sort | Nixon, Mark S. |
| author_variant | m s n ms msn |
| building | Verbundindex |
| bvnumber | BV046125893 |
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| collection | ZDB-33-ESD |
| ctrlnum | (ZDB-33-ESD)ocn810085212 (OCoLC)810085212 (DE-599)BVBBV046125893 |
| dewey-full | 006.37 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.37 |
| dewey-search | 006.37 |
| dewey-sort | 16.37 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Elektrotechnik / Elektronik / Nachrichtentechnik |
| edition | 3rd ed |
| format | Electronic eBook |
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| id | DE-604.BV046125893 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T08:35:52Z |
| institution | BVB |
| isbn | 9780123978240 0123978246 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031506346 |
| oclc_num | 810085212 |
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| physical | 1 online resource illustrations |
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| publishDate | 2012 |
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| publisher | Academic Press |
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| spelling | Nixon, Mark S. Verfasser aut Feature extraction & image processing for computer vision Mark S. Nixon, Alberto S. Aguado Feature extraction and image processing for computer vision 3rd ed Oxford Academic Press © 2012 1 online resource illustrations txt rdacontent c rdamedia cr rdacarrier 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 COMPUTERS / Computer Vision & Pattern Recognition bisacsh Computer vision fast Image processing / Digital techniques fast Pattern recognition systems fast Bildverarbeitung gnd Maschinelles Sehen gnd Computer vision Computer vision Mathematics Pattern recognition systems Image processing Digital techniques Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Merkmalsextraktion (DE-588)4314440-8 gnd rswk-swf Maschinelles Sehen (DE-588)4129594-8 gnd rswk-swf Merkmalsextraktion (DE-588)4314440-8 s Bildverarbeitung (DE-588)4006684-8 s Maschinelles Sehen (DE-588)4129594-8 s 1\p DE-604 Aguado, Alberto S. Sonstige oth Erscheint auch als Druck-Ausgabe 0123965497 Erscheint auch als Druck-Ausgabe 9780123965493 http://www.sciencedirect.com/science/book/9780123965493 Verlag URL des Erstveröffentlichers Volltext data file rda 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Nixon, Mark S. Feature extraction & image processing for computer vision COMPUTERS / Computer Vision & Pattern Recognition bisacsh Computer vision fast Image processing / Digital techniques fast Pattern recognition systems fast Bildverarbeitung gnd Maschinelles Sehen gnd Computer vision Computer vision Mathematics Pattern recognition systems Image processing Digital techniques Bildverarbeitung (DE-588)4006684-8 gnd Merkmalsextraktion (DE-588)4314440-8 gnd Maschinelles Sehen (DE-588)4129594-8 gnd |
| subject_GND | (DE-588)4006684-8 (DE-588)4314440-8 (DE-588)4129594-8 |
| title | Feature extraction & image processing for computer vision |
| title_alt | Feature extraction and image processing for computer vision |
| title_auth | Feature extraction & image processing for computer vision |
| title_exact_search | Feature extraction & image processing for computer vision |
| title_full | Feature extraction & image processing for computer vision Mark S. Nixon, Alberto S. Aguado |
| title_fullStr | Feature extraction & image processing for computer vision Mark S. Nixon, Alberto S. Aguado |
| title_full_unstemmed | Feature extraction & image processing for computer vision Mark S. Nixon, Alberto S. Aguado |
| title_short | Feature extraction & image processing for computer vision |
| title_sort | feature extraction image processing for computer vision |
| topic | COMPUTERS / Computer Vision & Pattern Recognition bisacsh Computer vision fast Image processing / Digital techniques fast Pattern recognition systems fast Bildverarbeitung gnd Maschinelles Sehen gnd Computer vision Computer vision Mathematics Pattern recognition systems Image processing Digital techniques Bildverarbeitung (DE-588)4006684-8 gnd Merkmalsextraktion (DE-588)4314440-8 gnd Maschinelles Sehen (DE-588)4129594-8 gnd |
| topic_facet | COMPUTERS / Computer Vision & Pattern Recognition Computer vision Image processing / Digital techniques Pattern recognition systems Bildverarbeitung Maschinelles Sehen Computer vision Mathematics Image processing Digital techniques Merkmalsextraktion |
| url | http://www.sciencedirect.com/science/book/9780123965493 |
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