Advanced Image and Video Processing Using MATLAB

Advanced Image and Video Processing Using MATLAB

EnglishEbook
Gong, Shengrong
Springer International Publishing
EAN: 9783319772233
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Detailed information

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.
EAN 9783319772233
ISBN 3319772236
Binding Ebook
Publisher Springer International Publishing
Publication date August 21, 2018
Language English
Country Uruguay
Authors Dong, Husheng; Gong, Shengrong; Ji, Yi; Li, Yonggang; Liu, Chunping; Zhong, Baojiang
Series Modeling and Optimization in Science and Technologies