Video Segmentation and Its Applications [electronic resource] /
Ngan, King Ngi.editor.
Li, Hongliang.editor.
Video segmentation has become one of the core areas in visual signal processing research. The objective of Video Segmentation and Its Applications is to present the latest advances in video segmentation and analysis techniques while covering the theoretical approaches, real applications and methods being developed in the computer vision and video analysis community. The book will also provide researchers and practitioners a comprehensive understanding of state-of-the-art of video segmentation techniques and a resource for potential applications and successful practice.
Description based upon print version of record.
Includes bibliographical references and index.
Image/Video Segmentation: Current Status, Trends and Challenges -- Image Segmentation with Eigen-subspace Projections -- Semantic Object Segmentation -- Video Scene Analysis: A Machine Learning Perspective -- Multi-view Image Segmentation and Video Tracking -- Applications of Video Segmentation -- Index.
Video segmentation has become one of the core areas in visual signal processing research. The objective of Video Segmentation and Its Applications is to present the latest advances in video segmentation and analysis techniques while covering the theoretical approaches, real applications and methods being developed in the computer vision and video analysis community. The book will also provide researchers and practitioners a comprehensive understanding of state-of-the-art of video segmentation techniques and a resource for potential applications and successful practice.
Signal processing.
Image processing.
Speech processing systems.
Optical data processing.
Signal, Image and Speech Processing.
Image Processing and Computer Vision.
Computer Imaging, Vision, Pattern Recognition and Graphics.