An Assessment of Information Criteria for Motion Model Selection

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	Similar Articles Articles by P. H. S. Torr

1997 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'97)

Puerto Rico

June 17-June 19

ISBN: 0-8186-7822-4

	ASCII Text	x
	P. H. S. Torr, "An Assessment of Information Criteria for Motion Model Selection," Computer Vision and Pattern Recognition, IEEE Computer Society Conference on, pp. 47, 1997 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'97), 1997.

	BibTex	x
	@article{ 10.1109/CVPR.1997.609296, author = {P. H. S. Torr}, title = {An Assessment of Information Criteria for Motion Model Selection}, journal ={Computer Vision and Pattern Recognition, IEEE Computer Society Conference on}, volume = {0}, year = {1997}, issn = {1063-6919}, pages = {47}, doi = {http://doi.ieeecomputersociety.org/10.1109/CVPR.1997.609296}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Computer Vision and Pattern Recognition, IEEE Computer Society Conference on TI - An Assessment of Information Criteria for Motion Model Selection SN - 1063-6919 SP EP A1 - P. H. S. Torr, PY - 1997 KW - Model Selection KW - Multiple View Geometry KW - Robust. VL - 0 JA - Computer Vision and Pattern Recognition, IEEE Computer Society Conference on ER -

P. H. S. Torr, Oxford University

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CVPR.1997.609296

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 work fully automatically on real imagery.

Index Terms:

Model Selection, Multiple View Geometry, Robust.

Citation:

P. H. S. Torr, "An Assessment of Information Criteria for Motion Model Selection," cvpr, pp.47, 1997 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'97), 1997

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