Emerging trends in image processing, computer vision, and pattern recognition:
This book discusses the latest trends in imaging science, which at its core, consists of three intertwined computer science fields: image processing, computer vision, and pattern recognition. Drawing upon the knowledge of recognized experts with years of practical experience and discussing new appli...
Gespeichert in:
| Weitere beteiligte Personen: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Amsterdam Waltham, MA
Elsevier/Morgan Kaufmann
[2015]
|
| Schriftenreihe: | Emerging trends in computer science and applied computing
|
| Schlagwörter: | |
| Links: | http://www.sciencedirect.com/science/book/9780128020456 http://www.sciencedirect.com/science/book/9780128020456 http://www.sciencedirect.com/science/book/9780128020456 |
| Zusammenfassung: | This book discusses the latest trends in imaging science, which at its core, consists of three intertwined computer science fields: image processing, computer vision, and pattern recognition. Drawing upon the knowledge of recognized experts with years of practical experience and discussing new applications, editors, Deligiannidis and Arabnia cover: perspectives of image processing spanning from fundamental mathematical theory and sampling, to image representation and reconstruction, filtering in spatial and frequency domain, geometrical transformations, and image restoration and segmentation; application techniques in computer vision; pattern recognition algorithms including, but not limited to; supervised and unsupervised classification algorithms, ensemble learning algorithms, and parsing algorithms; how to use image processing and visualization to analyze big data. -- |
| Beschreibung: | Includes bibliographical references and index |
| Umfang: | 1 online resource (xxxv, 609 pages) illustrations (some color) |
| ISBN: | 9780128020920 012802092X 9780128020456 0128020458 |
Internformat
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| 650 | 7 | |a Optical pattern recognition |2 fast | |
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Datensatz im Suchindex
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| author2 | Deligiannidis, Leonidas Arabnia, Hamid |
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| dewey-full | 006.42 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
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| discipline | Informatik |
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| id | DE-604.BV044391717 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T18:01:49Z |
| institution | BVB |
| isbn | 9780128020920 012802092X 9780128020456 0128020458 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029793939 |
| oclc_num | 898069539 |
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| owner | DE-1046 |
| owner_facet | DE-1046 |
| physical | 1 online resource (xxxv, 609 pages) illustrations (some color) |
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| publishDate | 2015 |
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| publishDateSort | 2015 |
| publisher | Elsevier/Morgan Kaufmann |
| record_format | marc |
| series2 | Emerging trends in computer science and applied computing |
| spelling | Emerging trends in image processing, computer vision, and pattern recognition edited by Leonidas Deligiannidis, Hamid R. Arabnia Amsterdam Waltham, MA Elsevier/Morgan Kaufmann [2015] © 2015 1 online resource (xxxv, 609 pages) illustrations (some color) txt rdacontent c rdamedia cr rdacarrier Emerging trends in computer science and applied computing Includes bibliographical references and index This book discusses the latest trends in imaging science, which at its core, consists of three intertwined computer science fields: image processing, computer vision, and pattern recognition. Drawing upon the knowledge of recognized experts with years of practical experience and discussing new applications, editors, Deligiannidis and Arabnia cover: perspectives of image processing spanning from fundamental mathematical theory and sampling, to image representation and reconstruction, filtering in spatial and frequency domain, geometrical transformations, and image restoration and segmentation; application techniques in computer vision; pattern recognition algorithms including, but not limited to; supervised and unsupervised classification algorithms, ensemble learning algorithms, and parsing algorithms; how to use image processing and visualization to analyze big data. -- COMPUTERS / General bisacsh Computer vision fast Image processing / Digital techniques fast Optical pattern recognition fast Image processing Digital techniques Computer vision Optical pattern recognition Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Computervisualistik (DE-588)7535806-2 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 s Computervisualistik (DE-588)7535806-2 s Mustererkennung (DE-588)4040936-3 s 1\p DE-604 Deligiannidis, Leonidas edt Arabnia, Hamid edt Original 0128020458 9780128020456 http://www.sciencedirect.com/science/book/9780128020456 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Emerging trends in image processing, computer vision, and pattern recognition COMPUTERS / General bisacsh Computer vision fast Image processing / Digital techniques fast Optical pattern recognition fast Image processing Digital techniques Computer vision Optical pattern recognition Bildverarbeitung (DE-588)4006684-8 gnd Computervisualistik (DE-588)7535806-2 gnd Mustererkennung (DE-588)4040936-3 gnd |
| subject_GND | (DE-588)4006684-8 (DE-588)7535806-2 (DE-588)4040936-3 |
| title | Emerging trends in image processing, computer vision, and pattern recognition |
| title_auth | Emerging trends in image processing, computer vision, and pattern recognition |
| title_exact_search | Emerging trends in image processing, computer vision, and pattern recognition |
| title_full | Emerging trends in image processing, computer vision, and pattern recognition edited by Leonidas Deligiannidis, Hamid R. Arabnia |
| title_fullStr | Emerging trends in image processing, computer vision, and pattern recognition edited by Leonidas Deligiannidis, Hamid R. Arabnia |
| title_full_unstemmed | Emerging trends in image processing, computer vision, and pattern recognition edited by Leonidas Deligiannidis, Hamid R. Arabnia |
| title_short | Emerging trends in image processing, computer vision, and pattern recognition |
| title_sort | emerging trends in image processing computer vision and pattern recognition |
| topic | COMPUTERS / General bisacsh Computer vision fast Image processing / Digital techniques fast Optical pattern recognition fast Image processing Digital techniques Computer vision Optical pattern recognition Bildverarbeitung (DE-588)4006684-8 gnd Computervisualistik (DE-588)7535806-2 gnd Mustererkennung (DE-588)4040936-3 gnd |
| topic_facet | COMPUTERS / General Computer vision Image processing / Digital techniques Optical pattern recognition Image processing Digital techniques Bildverarbeitung Computervisualistik Mustererkennung |
| url | http://www.sciencedirect.com/science/book/9780128020456 |
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