DocumentCode
2541799
Title
Optic flow calculation using robust statistics
Author
Bab-Hadiashar, Alireza ; Suter, David
Author_Institution
Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, Vic., Australia
fYear
1997
fDate
17-19 Jun 1997
Firstpage
988
Lastpage
993
Abstract
A method for calculating optic flow, using robust statistics, is developed. The method generally out-performs all competing methods in terms of accuracy. One of the key features in the success of this method, is that we use least median of squares, which is known to be robust to outliers. The computational cost is kept very low by using an approximate solution to the least median of squares only in a first stage that detects outliers. The essential ingredients of our method should be applicable in a wide range of other computer vision problems
Keywords
computer vision; image sequences; statistical analysis; computer vision; least median of squares; optic flow calculation; robust statistics; Brightness; Equations; Image motion analysis; Least squares approximation; Optical computing; Optical devices; Optical sensors; Robustness; Statistical analysis; Statistics;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Vision and Pattern Recognition, 1997. Proceedings., 1997 IEEE Computer Society Conference on
Conference_Location
San Juan
ISSN
1063-6919
Print_ISBN
0-8186-7822-4
Type
conf
DOI
10.1109/CVPR.1997.609448
Filename
609448
Link To Document