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E-RESOURCE
Author Gong, Shengrong, author.

Title Advanced image and video processing using MATLAB / Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong.

Published Cham, Switzerland : Springer, [2019]

Copies

Location Call No. Status
 UniM INTERNET resource    AVAILABLE
Physical description 1 online resource (596 p.).
Series Modeling and Optimization in Science and Technologies Ser. ; v.12
Modeling and optimization in science and technologies ; v. 12.
Springer Engineering eBooks 2019 English+International
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 author Liu, Chunping, author.
Ji, Yi, author.
Zhong, Baojiang, author.
Li, Yonggang, author.
Dong, Husheng, author.
SpringerLink issuing body.
Subject MATLAB.
Image processing -- Digital techniques.
Electronic books.
ISBN 9783319772233
3319772236
331977221X
9783319772219