Advanced image and video processing using MATLAB / Book /
Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong.
- xvii, 590 pages : Color illustrations ; 24 cm
- Modeling and optimization in science and technologies ; v. 12. .
- Modeling and optimization in science and technologies ; volume 12 .
This book offers a comprehensive introduction to advanced methods for image and video analysis and processing. It covers detraining, 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
All. All
9783319772219 (hardback) 9783319772233 (eBook)
GBB917343 bnb
Image processing--Digital techniques. Computer science--Computer vision Computer Science----Software Engineering-- Software Engineering-- 3D audio--Haptic. Drivers’ behavior-- 3D spatialized auditory.