Single-View Matching Constraints
2007 (English)In: Advances in Visual Computing: Third International Symposium, ISVC 2007, Lake Tahoe, NV, USA, November 26-28, 2007, Proceedings, Part II / [ed] George Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Nikos Paragios Syeda-Mahmood Tanveer,Tao Ju, Zichen Liu, Sabine Coquillart, Carolina Cruz-Neira,Torsten Müller,Tom Malzbender, Berlin/Heidelberg: Springer , 2007, p. 397-406Conference paper, Published paper (Refereed)
Abstract [en]
A single-view matching constraint is described which represents a necessary condition which 6 points in an image must satisfy if they are the images of 6 known 3D points under an arbitrary projective transformation. Similar to the well-known matching constrains for two or more view, represented by fundamental matrices or trifocal tensors, single-view matching constrains are represented by tensors and when multiplied with the homogeneous image coordinates the result vanishes when the condition is satisfied. More precisely, they are represented by 6-th order tensors on ℝ3 which can be computed in a simple manner from the camera projection matrix and the 6 3D points. The single-view matching constraints can be used for finding correspondences between detected 2D feature points and known 3D points, e.g., on an object, which are observed from arbitrary views. Consequently, this type of constraint can be said to be a representation of 3D shape (in the form of a point set) which is invariant to projective transformations when projected onto a 2D image.
Place, publisher, year, edition, pages
Berlin/Heidelberg: Springer , 2007. p. 397-406
Series
Lecture Notes in Computer Science, ISSN 0302-9743, E-ISSN 1611-3349 ; 4842
Keywords [en]
Image Point, Projective Transformation, Order Tensor, Trifocal Tensor, Homogeneous Image
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:liu:diva-44917DOI: 10.1007/978-3-540-76856-2_39Local ID: 78260ISBN: 9783540768555 (print)ISBN: 9783540768562 (electronic)OAI: oai:DiVA.org:liu-44917DiVA, id: diva2:265779
Conference
Third International Symposium, ISVC 2007, Lake Tahoe, NV, USA, November 26-28, 2007, Proceedings, Part II
2009-10-102009-10-102019-04-02Bibliographically approved