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" Advanced image and video processing using MATLAB / "
Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong.
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BL
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| Record Number
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865357
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| Main Entry
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Gong, Shengrong
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| Title & Author
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Advanced image and video processing using MATLAB /\ Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong.
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| Publication Statement
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Cham, Switzerland :: Springer,, [2019]
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| Series Statement
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Modeling and Optimization in Science and Technologies Ser. ;; v. 12
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| Page. NO
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1 online resource (596 pages)
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| ISBN
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3319772228
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: 3319772236
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: 9783319772226
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: 9783319772233
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331977221X
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9783319772219
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| Contents
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Introduction and Overview -- Matlab Functions of Image and Video -- Image and Video Segmentation -- Feature Extraction and Representation -- Common Evaluation Criterion -- Image Correction -- Image Inpainting -- Fusions -- Image Stitching -- Image Watermarking.
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| Abstract
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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.
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| Subject
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Image processing-- Digital techniques.
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| Subject
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Image processing-- Digital techniques.
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| Subject
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TECHNOLOGY ENGINEERING-- Mechanical.
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| Subject
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MATLAB.
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MATLAB.
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| Dewey Classification
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621.36/7
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| LC Classification
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TA1637.G66 2019
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| Added Entry
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Dong, Husheng
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Ji, Yi
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Li, Yonggang
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Liu, Chunping
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Zhong, Baojiang
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