Title :
Semiautomatic video object segmentation based background constructing
Author :
Zhang, Yongjian ; Kang, Yanmei ; Hou, Youguo ; Wang, Dongyu
Author_Institution :
Wireless Commun. Center, Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
We propose an algorithm of semiautomatic video segmentation based background constructing. Firstly, we obtain the video object of the first frame by employing manual method, then, construct the background of the first frame, finally, the video object tracking is completed based on background updating and motion information of the video object. Our algorithm obtains a good tracking effect when the video object rapidly motions or is still. Experimental results are compared with the results of other algorithm, and demonstrate the performance of our algorithm.
Keywords :
image motion analysis; image segmentation; object tracking; video signal processing; background constructing; background updating; motion information; semiautomatic video object segmentation; video object tracking; Educational institutions; Image edge detection; Motion estimation; Motion segmentation; Object segmentation; Tracking; Video sequences; background constructing; motion estimation; semiautomatic video object segmentation; video object;
Conference_Titel :
Broadband Network and Multimedia Technology (IC-BNMT), 2011 4th IEEE International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-61284-158-8
DOI :
10.1109/ICBNMT.2011.6155937