05317114

j

05317114 Zhang, Zhongfei (Mark) Khan, Haroon Robertson, Mark A. A holistic, in-compression approach to video segmentation for independent motion detection. EURASIP J. Adv. Signal Process. 2008, Article ID 738158, 9 p. (2008). 2008 Springer International Publishing, Basel EN

doi:10.1155/2008/738158

Summary: This paper develops a large scale surveillance video data unsupervised segmentation technique regarding whether there is a presence of independent motion. We propose a holistic, in-compression approach to efficient video segmentation. By efficient, we mean that the processing speed is close to or even faster than real-time in ``normal'' platforms (we do not assume using special hardware or any parallel machines) while still maintaining a good quality segmentation. Theoretical and experimental analyses demonstrate and validate the holistic, in-compression approach to solving for video segmentation problem for independent motion detection.