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Issue No.03 - March (1992 vol.14)
pp: 318-336
ABSTRACT
<p>This work discusses estimating motion and structure parameters from line correspondences of a rigid scene. The authors present a closed-form solution to motion and structure parameters from line correspondences through three monocular perspective views. The algorithm makes use of redundancy in the data to improve the accuracy of the solutions. The uniqueness of the solution is established, and necessary and sufficient conditions for degenerate spatial line configurations are given. Optimization has been employed to further improve the accuracy of the estimates in the presence of noise. Simulations have shown that the errors of the optimized estimates are close to the theoretical lower error bound.</p>
INDEX TERMS
motion parameters; parameter estimation; necessary conditions; picture processing; pattern recognition; line correspondences; closed-form solution; uniqueness; optimization; rigid scene; structure parameters; sufficient conditions; optimisation; parameter estimation; pattern recognition; picture processing
CITATION
J. Weng, T.S. Huang, N. Ahuja, "Motion and Structure from Line Correspondences; Closed-Form Solution, Uniqueness, and Optimization", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.14, no. 3, pp. 318-336, March 1992, doi:10.1109/34.120327
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