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 :
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