Emerging trends in image processing, computer vision, and pattern recognition / edited by Leonidas Deligiannidis, Hamid R. Arabnia
(Emerging trends in computer science and applied computing)
データ種別 | 電子ブック |
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著者標目 | Deligiannidis, Leonidas editor Arabnia, Hamid editor |
出版者 | (Amsterdam ; Waltham, MA : Elsevier/Morgan Kaufmann) |
出版年 | [2015] |
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巻次 | ISBN:9780128020920 ISBN:012802092X XISBN:9780128020456 XISBN:0128020458 |
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大きさ | 1 online resource (xxxv, 609 pages) : illustrations (some color) |
一般注記 | Includes bibliographical references and index Description based on online resource; title from PDF title page (EBSCO, viewed December 23, 2014) 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. -- Edited summary from book Elsevier ScienceDirect All Books HTTP:URL=https://www.sciencedirect.com/science/book/9780128020456 |
件 名 | LCSH:Image processing -- Digital techniques
全ての件名で検索
LCSH:Computer vision LCSH:Optical pattern recognition FREE:COMPUTERS / General FREE:Computer vision FREE:Image processing -- Digital techniques 全ての件名で検索 FREE:Optical pattern recognition FREE:Electronic books LCSH:Electronic books |
分 類 | LCC:TA1650 DC23:006.42 |
書誌ID | OB00007486 |
ISBN | 9780128020920 |