Emerging trends in image processing, computer vision, and pattern recognition / edited by Leonidas Deligiannidis, Hamid R. Arabnia.
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...
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| Online Access: |
Full Text (via ScienceDirect) |
|---|---|
| Other Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
Amsterdam ; Waltham, MA :
Elsevier/Morgan Kaufmann,
[2015]
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| Series: | Emerging trends in computer science & applied computing.
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| Subjects: |
MARC
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| 245 | 0 | 0 | |a Emerging trends in image processing, computer vision, and pattern recognition / |c edited by Leonidas Deligiannidis, Hamid R. Arabnia. |
| 264 | 1 | |a Amsterdam ; |a Waltham, MA : |b Elsevier/Morgan Kaufmann, |c [2015] | |
| 264 | 4 | |c ©2015. | |
| 300 | |a 1 online resource (xxxv, 609 pages) : |b illustrations (some color) | ||
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| 490 | 1 | |a Emerging trends in computer science and applied computing. | |
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a 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. -- |c Edited summary from book. | ||
| 588 | 0 | |a Description based on online resource; title from PDF title page (EBSCO, viewed December 23, 2014) | |
| 650 | 0 | |a Image processing |x Digital techniques. |0 http://id.loc.gov/authorities/subjects/sh85064447. | |
| 650 | 0 | |a Computer vision. |0 http://id.loc.gov/authorities/subjects/sh85029549. | |
| 650 | 0 | |a Optical pattern recognition. |0 http://id.loc.gov/authorities/subjects/sh85095159. | |
| 650 | 7 | |a Computer vision. |2 fast |0 (OCoLC)fst00872687. | |
| 650 | 7 | |a Image processing |x Digital techniques. |2 fast |0 (OCoLC)fst00967508. | |
| 650 | 7 | |a Optical pattern recognition. |2 fast |0 (OCoLC)fst01046784. | |
| 700 | 1 | |a Deligiannidis, Leonidas, |e editor. |0 http://id.loc.gov/authorities/names/n2016184525. | |
| 700 | 1 | |a Arabnia, Hamid, |e editor. |0 http://id.loc.gov/authorities/names/n2003002304 |1 http://isni.org/isni/0000000116274354. | |
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