A Holistic, In-Compression Approach to Video Segmentation for Independent Motion Detection

Autor: Mark A. Robertson, Haroon Khan, Zhongfei (Mark) Zhang
Jazyk: angličtina
Rok vydání: 2008
Předmět:
Zdroj: EURASIP Journal on Advances in Signal Processing, Vol 2008 (2008)
Druh dokumentu: article
ISSN: 1687-6172
DOI: 10.1155/2008/738158
Popis: 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.
Databáze: Directory of Open Access Journals