Evaluation and Selection of Models for Motion Segmentation

概要

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We present a theoretically optimal linear algorithm for 3-D reconstruction from point correspondences over two views. We also present a similarly constructed optimal linear algorithm for 3-D reconstruction from optical flow. We then compare the performance of the two algorithms by simulation and real-image experiments using the same data. This is the first impartial comparison ever done in the sense that the two algorithms are both optimal, extracting the information contained in the data to a maximum possible degree. We observe that the finite motion solution is always superior to the optical flow solution and concludethat the finite motion algorithm should be used for 3-D reconstruction.
Faculty of Engineering, Okayama Universityの論文