Title :
Video object segmentation algorithm integrating temporal and spatial information
Author :
Guan, Yudong ; Wang, Ying ; Zhang, Hong
Author_Institution :
Sch. of Electron. & Inf. Eng., Harbin Inst. of Technol., Harbin, China
Abstract :
In this paper, we present a new automatic video object segmentation algorithm. The process of the algorithm can be divided into three parts: motion detection, spatial segmentation and object tracking, which integrates the spatial and temporal information of the video. The algorithm can extract the object of the video automatically. It is also applicable to videos with faster moving object and complex background, which is difficult for the traditional algorithms. The experimental results show that our algorithm is effective.
Keywords :
image segmentation; object detection; video signal processing; automatic video object segmentation algorithm; motion detection; object tracking; spatial information; spatial segmentation; temporal information; Application software; Data mining; Filling; Food technology; Instruments; Motion detection; Object segmentation; Pharmaceutical technology; Tracking; Videoconference; motion detection; object tracking; spatial segmentation; video object segmentation;
Conference_Titel :
Electronic Measurement & Instruments, 2009. ICEMI '09. 9th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3863-1
Electronic_ISBN :
978-1-4244-3864-8
DOI :
10.1109/ICEMI.2009.5274131