Title :
Multiple motion object segmentation based on homogenous region merging
Author :
Li, H. ; Tye, B.J. ; Ong, E.P. ; Lin, W.S. ; Ko, C.
Author_Institution :
Dept. of Electr. Eng., Nat. Univ. of Singapore, Singapore
Abstract :
In this paper, a novel multiple motion object segmentation scheme based on homogenous region merging is presented. This scheme is based on utilization of a robust multiresolution motion estimator that can provide good motion estimates from irregularly-shaped regions. In addition, a novel region-merging criterion and an iterative region-merging process have been proposed. Experimental results demonstrate the effectiveness of the proposed method
Keywords :
image segmentation; iterative methods; motion estimation; object recognition; homogenous region merging; irregularly-shaped regions; iterative region-merging process; multiple motion object segmentation; region-merging criterion; robust multiresolution motion estimator; Computer vision; Data mining; Image segmentation; Merging; Motion estimation; Motion measurement; Motion segmentation; Object segmentation; Robustness; Testing;
Conference_Titel :
Circuits and Systems, 2001. ISCAS 2001. The 2001 IEEE International Symposium on
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7803-6685-9
DOI :
10.1109/ISCAS.2001.922013
