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Issue No.08 - August (2004 vol.26)
pp: 1037-1050
ABSTRACT
<p><b>Abstract</b>—This paper addresses the problem of large-scale multiview registration of range images captured from unknown viewing directions. To reduce the computational burden, we separate the local problem of pairwise registration on neighboring views from the global problem of distribution of accumulated errors. We define the global problem as an optimization over the graph of neighboring views, and we show how the graph can be decomposed into a set of cycles such that the optimal transformation parameters for each cycle can be solved in closed form. We then describe an iterative procedure that can be used to integrate the solutions for the set of cycles across the graph of views. This method for error distribution does not require point correspondences between views, and can be used to integrate any method of pairwise registration or robot odometry.</p>
INDEX TERMS
Registration, global registration, range images, multiple views, graph analysis.
CITATION
Gregory C. Sharp, Sang W. Lee, David K. Wehe, "Multiview Registration of 3D Scenes by Minimizing Error between Coordinate Frames", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.26, no. 8, pp. 1037-1050, August 2004, doi:10.1109/TPAMI.2004.49
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