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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