135
Voted
CVPR
2012
IEEE
13 years 3 months ago
2012
IEEE
Multi-atlas segmentation has been widely applied in medical image analysis. With deformable registration, this technique realizes label transfer from pre-labeled atlases to unknow...
147
Voted
PAMI
2012
13 years 3 months ago
2012
—In this paper, we present a novel image classification system that is built around a core of trainable filter ensembles that we call Volterra kernel classifiers. Our system trea...
150
Voted
DAGM
2011
Springer
14 years 17 days ago
2011
Springer
Many unsupervised learning algorithms make use of kernels that rely on the Euclidean distance between two samples. However, the Euclidean distance is optimal for Gaussian distribut...
91
Voted
TIT
2002
15 years 12 days ago
2002
Abstract--This paper studies the issue of optimal deconvolution density estimation using wavelets. The approach taken here can be considered as orthogonal series estimation in the ...
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE