MICCAI 2022 Daily – Monday
“ If the left patch, the left pixel, can be matched on the right pixel and we design the inverse of the residual of the illumination as the response, then we can have this figure, ” Jingwei explains. “ If I move the patch slightly to the left, the response will decrease very quickly left and right because they’re perfectly matched, well textured, and well illuminated. For this response curve, when I move left and right, it will have a peak, and then it will decrease very quickly. But for a textureless surface on the right, if I move left and right, the curve is quite smooth. It doesn’t have a very high peak there. Think about a white wall. This curve will be a straight line when we move left and right. ” 5 DAILY MICCAI Monday Jingwei Song The two figures show sample reconstructions of the SCARED and SERV-CT stereo data set. The first column (reference) is the ground truth. ELAS, SGBM and DIS are results from the prior-free methods. PSMNet and GwcNet are prior-based algorithm requiring prior labeled data. BDIS is the proposed method. The error map (in mm) of the last column is the error of BDIS.
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