Machine Learning for Vision-Based Motion Analysis Theory and Techniques /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Wang, Liang (Editor), Zhao, Guoying (Editor), Cheng, Li (Editor), Pietikäinen, Matti (Editor)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London : Imprint: Springer, 2011.
• Series: Advances in Pattern Recognition,
• Subjects: Computer science.; Artificial intelligence.; Image processing.; Computer Science.; Image Processing and Computer Vision.; Artificial Intelligence (incl. Robotics).

Techniques of vision-based motion analysis aim to detect, track, identify, and generally understand the behavior of objects in image sequences. With the growth of video data in a wide range of applications from visual surveillance to human-machine interfaces, the ability to automatically analyze and...