Advanced Image and Video Processing Using MATLAB (Hardcover, 1st ed. 2019)

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.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Modeling and Optimization in Science and Technologies, 12
Release date:	September 2018
First published:	2019
Authors:	Shengrong Gong • Chunping Liu • Yi Ji • Baojiang Zhong • Yong-Gang Li • Husheng Dong
Dimensions:	235 x 155 x 36mm (L x W x T)
Format:	Hardcover
Pages:	590
Edition:	1st ed. 2019
ISBN-13:	978-3-319-77221-9
Categories:	Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers Books > Computing & IT > Applications of computing > Artificial intelligence > Computer vision Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Applied optics > General Promotions
LSN:	3-319-77221-X
Barcode:	9783319772219

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