Advanced Image and Video Processing Using MATLAB

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, mo...

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Κύριοι συγγραφείς: Gong, Shengrong (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Liu, Chunping (http://id.loc.gov/vocabulary/relators/aut), Ji, Yi (http://id.loc.gov/vocabulary/relators/aut), Zhong, Baojiang (http://id.loc.gov/vocabulary/relators/aut), Li, Yonggang (http://id.loc.gov/vocabulary/relators/aut), Dong, Husheng (http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
Έκδοση:1st ed. 2019.
Σειρά:Modeling and Optimization in Science and Technologies, 12
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Περιγραφή
Περίληψη: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. The book offers an example-based practical guide to researchers, professionals and graduate students dealing with advanced problems in image analysis and computer vision.
Φυσική περιγραφή:XVIII, 590 p. 181 illus., 79 illus. in color. online resource.
ISBN:9783319772233
ISSN:2196-7326 ;
DOI:10.1007/978-3-319-77223-3