7 September 2010 Error analysis of two methods for range-images registration
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Abstract
With the improvements in range image registration techniques, this paper focuses on error analysis of two registration methods being generally applied in industry metrology including the algorithm comparison, matching error, computing complexity and different application areas. One method is iterative closest points, by which beautiful matching results with little error can be achieved. However some limitations influence its application in automatic and fast metrology. The other method is based on landmarks. We also present a algorithm for registering multiple range-images with non-coding landmarks, including the landmarks' auto-identification and sub-pixel location, 3D rigid motion, point pattern matching, global iterative optimization techniques et al. The registering results by the two methods are illustrated and a thorough error analysis is performed.
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Xiaoli Liu, Xiaoli Liu, Yongkai Yin, Yongkai Yin, Ameng Li, Ameng Li, Dong He, Dong He, Xiang Peng, Xiang Peng, } "Error analysis of two methods for range-images registration", Proc. SPIE 7799, Mathematics of Data/Image Coding, Compression, and Encryption with Applications XII, 77990S (7 September 2010); doi: 10.1117/12.860005; https://doi.org/10.1117/12.860005
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