Optic flow calculation using robust statistics

被引:6
作者
BabHadiashar, A
Suter, D
机构
来源
1997 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS | 1997年
关键词
D O I
10.1109/CVPR.1997.609448
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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 cast if 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.
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页码:988 / 993
页数:6
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