Two-View Motion Segmentation from Linear Programming Relaxation
This paper studies the problem of multibody motion segmentation, which is an important, but challenging problem due to its well-known chicken-and-egg-type recursive character. We propose a new Mixture-of-Fundamental-matrices model to describe the multibody motions from two views. Based on the maximum likelihood estimation, in conjunction with a random sampling scheme, we show that the problem can be naturally formulated as a Linear Programming (LP) problem. Consequently, the motion segmentation...[Show more]
|Collections||ANU Research Publications|
|Source:||Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR 2007)|
|01_Li_Two-View_Motion_Segmentation_2007.pdf||288.1 kB||Adobe PDF||Request a copy|
|02_Li_Two-View_Motion_Segmentation_2007.pdf||91.63 kB||Adobe PDF||Request a copy|
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