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In this paper, we propose a robust non-local TV-$L^{1}$ optical flow method with occlusion detection to address the problem of weak robustness of optical flow estimation with motion occlusion. First, a TV-$L^{1}$ form for flow estimation is defined using a combination of the brightness constancy and gradient constancy assumptions in the data term and by varying the weight under the Charbonnier...
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