Advanced image and video processing using MATLAB /

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Bibliographic Details
Author / Creator:	Gong, Shengrong, author.
Imprint:	Cham, Switzerland : Springer, [2019]
Description:	1 online resource (596 pages)
Language:	English
Series:	Modeling and Optimization in Science and Technologies Ser. ; v. 12 Modeling and optimization in science and technologies ; v. 12.
Subject:	MATLAB. MATLAB. Image processing -- Digital techniques. Image processing -- Digital techniques.
Format:	E-Resource Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/11745712

Hidden Bibliographic Details
Other authors / contributors:	Liu, Chunping, author. Ji, Yi, author. Zhong, Baojiang, author. Li, Yonggang, author. Dong, Husheng, author.
ISBN:	9783319772233 3319772236 9783319772226 3319772228 331977221X 9783319772219
Digital file characteristics:	text file PDF
Summary:	This book offers a comprehensive introduction to advanced methods for image and video analysis and processing. It covers deraining, dehazing, inpainting, fusion, watermarking and stitching. It describes techniques for face and lip recognition, facial expression recognition, lip reading in videos, moving object tracking, dynamic scene classification, among others. The book combines the latest machine learning methods with computer vision applications, covering topics such as event recognition based on deep learning, dynamic scene classification based on topic model, person re-identification based on metric learning and behavior analysis. It also offers a systematic introduction to image evaluation criteria showing how to use them in different experimental contexts.
Other form:	Print version: 9783319772219
Standard no.:	10.1007/978-3-319-77223-3

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