DocumentCode
3319164
Title
Optical flow and deformable objects
Author
Giachetti, A. ; Torre, V.
Author_Institution
Dipartimento di Fisica, Genoa Univ., Italy
fYear
1995
fDate
20-23 Jun 1995
Firstpage
706
Lastpage
711
Abstract
When a plane undergoes a deformation that can be represented by a planar linear vector field, the projected vector field on the image plane of an optical device is at most quadratic. This 2D motion field has one singular point, with eigenvalues identical to those of the singular point describing the deformation. As a consequence, the nature of the singular point of the deformation is a projective invariant. When the plane moves and experiences a linear deformation at the same time, the associated 2D motion field is still quadratic with at most 3 singular points. In the case of a normal rototranslation, i.e. when the angular velocity is normal to the plane, and of a linear deformation, the 2D motion field has at most one singular point and substantial information on the rigid motion and on the deformation can be recovered from it. Experiments with simulated deformations and real deformable objects show that the proposed analysis can provide accurate results and information on more general 3D deformations
Keywords
angular velocity; eigenvalues and eigenfunctions; image sequences; 2D motion field; angular velocity; deformable objects; eigenvalues; normal rototranslation; optical device; optical flow; planar linear vector field; projective invariant; simulated deformations; Analytical models; Deformable models; Eigenvalues and eigenfunctions; Image analysis; Image motion analysis; Information analysis; Motion analysis; Optical devices; Vectors; Virtual colonoscopy;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Vision, 1995. Proceedings., Fifth International Conference on
Conference_Location
Cambridge, MA
Print_ISBN
0-8186-7042-8
Type
conf
DOI
10.1109/ICCV.1995.466869
Filename
466869
Link To Document