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120
Voted
ICRA
2009
IEEE
14 years 10 months ago
2009
IEEE
Although RANSAC is the most widely used robust estimator in computer vision, it has certain limitations making it ineffective in some situations, such as the motion estimation prob...
161
Voted
JMLR
2010
14 years 7 months ago
2010
Estimating the conditional mean of an inputoutput relation is the goal of regression. However, regression analysis is not sufficiently informative if the conditional distribution ...
198
Voted
Lecture Notes
Density estimation using nonparametric techniques by Aly A. Farag and Gimel'farb.
101
Voted
ICASSP
2010
IEEE
15 years 27 days ago
2010
IEEE
We develop an approach to intrinsic dimension estimation based on k-nearest neighbor (kNN) distances. The dimension estimator is derived using a general theory on functionals of k...
105
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EUSFLAT
2009
14 years 10 months ago
2009
Abstract-- the paper presents a possibility formulation of oneparameter estimation that unifies some usual probability formulations. Point and confidence interval estimation are un...