DocumentCode
2137304
Title
A Bayesian view on matching and motion estimation
Author
Mester, Rudolf
Author_Institution
Electr. Eng. Dept. (ISY), Linkoping Univ., Linkoping, Sweden
fYear
2012
fDate
22-24 April 2012
Firstpage
197
Lastpage
200
Abstract
This paper formulates the problem of estimating motion or geometric transforms between images in a Bayesian manner, stressing the relation between continuous and discrete formulations and emphasizing the necessity to employ stochastic distributions on function spaces.
Keywords
Bayes methods; image matching; motion estimation; stochastic processes; transforms; Bayesian estimation; function spaces; geometric transforms; image matching; motion estimation; stochastic distributions; Computational modeling; Density measurement; Estimation; Joints; Mathematical model; Optical imaging; Transforms; Bayesian estimation; image sequences; motion; statistical model; stochastic function spaces;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Analysis and Interpretation (SSIAI), 2012 IEEE Southwest Symposium on
Conference_Location
Santa Fe, NM
Print_ISBN
978-1-4673-1831-0
Electronic_ISBN
978-1-4673-1829-7
Type
conf
DOI
10.1109/SSIAI.2012.6202487
Filename
6202487
Link To Document