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We address the classical computer vision problems of rigid and nonrigid structure from motion (SFM) with occlusion. We assume that the columns of the input observation matrix {\bf W} describe smooth 2D point trajectories over time. We then derive a family of efficient methods that estimate the column space of {\bf W} using compact parameterizations in the Discrete Cosine Transform (DCT) domain. Our...
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