TY - GEN
T1 - Auto-generated strokes for motion segmentation
AU - Tian, Zhiqiang
AU - Xue, Jianru
AU - Li, Ce
AU - Lan, Xuguang
AU - Zheng, Nanning
PY - 2011
Y1 - 2011
N2 - We propose a new approach to motion segmentation that is based on auto-generated strokes. The novelty of the approach is twofold. First, inspired by recent work of other researchers we formulate the problem as that of interactive segmentation. Instead of inputting the strokes by the user, the strokes in our approach are auto-generated. The second novelty of the paper is formulation in which, unlike in many other motion segmentation algorithms, we do not use complex algorithm which fuses the output of multiple cues to segment foreground objects, a simple and effective maximum hybrid similarity method is presented. The maximum hybrid similarity does not need to set the threshold in advance. Experimental results have shown the superiority of the proposed method in extracting moving objects.
AB - We propose a new approach to motion segmentation that is based on auto-generated strokes. The novelty of the approach is twofold. First, inspired by recent work of other researchers we formulate the problem as that of interactive segmentation. Instead of inputting the strokes by the user, the strokes in our approach are auto-generated. The second novelty of the paper is formulation in which, unlike in many other motion segmentation algorithms, we do not use complex algorithm which fuses the output of multiple cues to segment foreground objects, a simple and effective maximum hybrid similarity method is presented. The maximum hybrid similarity does not need to set the threshold in advance. Experimental results have shown the superiority of the proposed method in extracting moving objects.
UR - https://www.scopus.com/pages/publications/79960854387
U2 - 10.1109/ISCAS.2011.5937701
DO - 10.1109/ISCAS.2011.5937701
M3 - 会议稿件
AN - SCOPUS:79960854387
SN - 9781424494736
T3 - Proceedings - IEEE International Symposium on Circuits and Systems
SP - 857
EP - 860
BT - 2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011
T2 - 2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011
Y2 - 15 May 2011 through 18 May 2011
ER -