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...

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Other Authors: Deligiannidis, Leonidas (Editor), Arabnia, Hamid (Editor)
Format: eBook
Language:English
Published: Amsterdam Morgan Kaufmann 2015, [2015]©2015
Series:Emerging trends in computer science and applied computing
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. --
Physical Description:online resource illustrations (some color)
ISBN:9780128020920
012802092X
9780128020456
0128020458