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Affine structure from line correspondences with uncalibrated affinecameras
Long Quan; Kanade, T.
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Volume 19, Issue 8, Aug 1997 Page(s):834 - 845
Digital Object Identifier   10.1109/34.608285
Summary:This paper presents a linear algorithm for recovering 3D affine shape and motion from line correspondences with uncalibrated affine cameras. The algorithm requires a minimum of seven line correspondences over three views. The key idea is the introduction of a one-dimensional projective camera. This converts 3D affine reconstruction of “line directions” into 2D projective reconstruction of “points”. In addition, a line-based factorization method is also proposed to handle redundant views. Experimental results both on simulated and real image sequences validate the robustness and the accuracy of the algorithm

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