| Description |
1 online resource (xxxv, 609 pages) : illustrations (some color) |
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text txt rdacontent |
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computer c rdamedia |
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online resource cr rdacarrier |
| Series |
Emerging trends in computer science and applied computing |
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Emerging trends in computer science & applied computing.
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| Bibliography |
Includes bibliographical references and index. |
| Note |
Online resource; title from PDF title page (EBSCO, viewed December 23, 2014). |
| 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. -- Edited summary from book. |
| Subject |
Image processing -- Digital techniques.
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Computer vision.
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Optical pattern recognition.
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Traitement d'images -- Techniques numériques.
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Vision par ordinateur.
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Reconnaissance optique des formes (Informatique)
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digital imaging.
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COMPUTERS -- General.
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Computer vision
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Image processing -- Digital techniques
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Optical pattern recognition
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| Added Author |
Deligiannidis, Leonidas, editor.
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Arabnia, Hamid, editor.
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| Other Form: |
Print version: Emerging trends in image processing, computer vision, and pattern recognition. Amsterdam ; Waltham, MA : Elsevier/Morgan Kaufmann, [2015] 0128020458 9780128020456 (OCoLC)891121636 |
| ISBN |
9780128020920 (electronic bk.) |
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012802092X (electronic bk.) |
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9780128020456 |
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0128020458 |
| Standard No. |
AU@ 000054999079 |
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AU@ 000067114761 |
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CHNEW 001012630 |
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DEBSZ 431865108 |
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DEBSZ 434137871 |
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GBVCP 817097414 |
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