Lu Ziyun, Tang Tusheng, Gao Jun, Shen Lin, Liu Wei. Graph cut optical flow estimation with a local control factor[J]. Journal of Image and Graphics, 2012, 17(7): 846-852. DOI: 10.11834/jig.20120714.
Graph cut optical flow estimation with a local control factor
we propose to use the Graph Cut optical flow estimation with a local space term controlling factor to detect and process the translational occlusion in the optical flow field. The occluding mechanism is firstly analyzed
and the discriminating formula for occlusion is constructed. Based on this time of forward and backward optical flow fields
the next the energy functional is established to control the smoothing direction by adjusting the local space term controlling factor
and the network flow graph is reconstructed. In addition
we show that this algorithm could interrupt the transition of misjudging occlusions between interating. Furthermore
it makes the Graph Cut optical flow estimation deal self-adaptively with these occlusions. The experiments show that this algorithm could detect and process invalid region in the optical flow field caused by occlusion.