TY  - BOOK
AU  - Gong,Shengrong
AU  - Dong,Husheng
AU  - Ji,Yi
AU  - Li,Yonggang
AU  - Liu,Chunping
AU  - Zhong,Baojiang
TI  - Advanced Image and Video Processing Using MATLAB
T2  - Modeling and Optimization in Science and Technologies,
SN  - 9783319772233
U1  - 621.382   23
PY  - 2019///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Computer mathematics
KW  - Image processing
KW  - Optical data processing
KW  - Signal processing
KW  - Speech processing systems
KW  - Signal, Image and Speech Processing
KW  - Computational Science and Engineering
KW  - Computer Imaging, Vision, Pattern Recognition and Graphics
N1  - Introduction and Overview -- Matlab Functions of Image and Video -- Image and Video Segmentation -- Feature Extraction and Representation -- Common Evaluation Criterion -- Image Correction -- Image Inpainting -- Fusions -- Image Stitching -- Image Watermarking
N2  - 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
ER  -