An assessment of information criteria for motion model selection
Torr, P.H.S.
Dept. of Eng. Sci., Oxford Univ.;
This paper appears in: Computer Vision and Pattern Recognition, 1997. Proceedings., 1997 IEEE Computer Society Conference on
Publication Date: 17-19 Jun 1997
On page(s): 47-52
Meeting Date: 06/17/1997 - 06/19/1997
Location: San Juan, Puerto Rico
ISBN: 0-8186-7822-4
References Cited: 20
INSPEC Accession Number: 5637685
DOI: 10.1109/CVPR.1997.609296
Posted online: 2002-08-06 21:22:44.0
Abstract
Rigid motion imposes constraints on the motion of image points
between the two images. The matched points must conform to one of
several possible constraints, such as that given by the fundamental
matrix or image-image homography, and it is essential to know which
model to fit to the data before recovery of structure, matching or
segmentation can be performed successfully This paper compares several
model selection methods with a particular emphasis on providing a method
that will workfully automatically on real imagery
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