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...
| Other Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Amsterdam
Morgan Kaufmann
2015, [2015]©2015
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| Series: | Emerging trends in computer science and applied computing
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| Subjects: | |
| Online Access: | |
| Collection: | Elsevier ScienceDirect eBooks - Collection details see MPG.ReNa |
| Summary: | 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. -- |
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| Physical Description: | online resource illustrations (some color) |
| ISBN: | 9780128020920 012802092X 9780128020456 0128020458 |