DocumentCode
1373450
Title
Estimation of 3-D motion using eigen-normalization and expansion matching
Author
Ben-Arie, Jezekiel ; Wang, Zhiqian
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., Illinois Univ., Chicago, IL, USA
Volume
9
Issue
9
fYear
2000
fDate
9/1/2000 12:00:00 AM
Firstpage
1636
Lastpage
1640
Abstract
This correspondence describes a novel approach to three-dimensional (3-D) motion estimation of planar objects based on eigen-normalization, expansion matching (EXM), and a scaled orthographic projection model. Our approach leads to a comprehensive temporal description of all the degrees of freedom in 3-D (three rotations and three translations). Experiments with video streams show robust estimation of the real 3-D rotations and translations of the objects in motion
Keywords
covariance matrices; eigenvalues and eigenfunctions; image matching; image sequences; motion estimation; video signal processing; 3D motion estimation; 3D rotation; 3D translation; eigen-normalization; expansion matching; planar objects; robust estimation; scaled orthographic projection model; temporal description; three-dimensional motion estimation; video streams; Image motion analysis; Image retrieval; Lighting; Motion analysis; Motion estimation; Principal component analysis; Robustness; Shape; Streaming media; Two dimensional displays;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/83.862647
Filename
862647
Link To Document