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Fast Simultaneous Alignment of Multiple Range Images Using Index Images
Ottawa, Ontario, Canada June 13-June 16
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/3DIM.2005.41Fifth International Conference on 3-D ...
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Takeshi Oishi, University of Tokyo
Atsushi Nakazawa, Osaka University
Ryo Kurazume, Kyushu University
Katsushi Ikeuchi, University of Tokyo
This paper describes a fast and easy-to-use simultaneous alignment method of multiple range images. The most time consuming part of alignment process is searching corresponding points. Although "Inverse calibration" method quickly searches corresponding points in complexity O(n), where n is the number of vertices, the method requires some look-up tables or precise sensor?s parameters. Then, we propose an easy-to-use method that uses "Index Image": "Index image" can be rapidly created using graphics hardware without precise sensor?s parameters. For fast computation of rigid transformation matrices of a large number of range images, we utilized linearized error function and applied incomplete Cholesky conjugate gradient (ICCG) method for solving linear equations. Some experimental results that aligned a large number of range images measured with laser range sensors show the effectiveness of our method.
Citation:
Takeshi Oishi, Atsushi Nakazawa, Ryo Kurazume, Katsushi Ikeuchi, "Fast Simultaneous Alignment of Multiple Range Images Using Index Images," 3dim, pp.476-483, Fifth International Conference on 3-D Digital Imaging and Modeling (3DIM'05), 2005
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