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» Nonconvex Regularization for Image Segmentation
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ACCV
2006
Springer
14 years 1 months ago
A Bottom up Algebraic Approach to Motion Segmentation
We present a bottom up algebraic approach for segmenting multiple 2D motion models directly from the partial derivatives of an image sequence. Our method fits a polynomial called ...
Dheeraj Singaraju, René Vidal
WACV
2005
IEEE
14 years 1 months ago
Automated Microaneurysm Segmentation and Detection using Generalized Eigenvectors
Diabetic retinopathy is a major cause of blindness and microaneurysms are the first clinically observable manifestations of diabetic retinopathy. Regular screening and timely int...
P. M. D. S. Pallawala, Wynne Hsu, Mong-Li Lee, Say...
ICASSP
2008
IEEE
14 years 2 months ago
Image processing by topological asymptotic analysis
The aim of this article is to recall the applications of the topological asymptotic expansion to many image processing problems. We briefly review the topological asymptotic analy...
Didier Auroux, Mohamed Masmoudi
CVPR
2007
IEEE
14 years 9 months ago
Soft Edge Smoothness Prior for Alpha Channel Super Resolution
Effective image prior is necessary for image super resolution, due to its severely under-determined nature. Although the edge smoothness prior can be effective, it is generally di...
Shengyang Dai, Mei Han, Wei Xu, Ying Wu, Yihong Go...
CVPR
2009
IEEE
15 years 2 months ago
Increased Discrimination in Level Set Methods with Embedded Conditional Random Fields
We propose a novel approach for improving level set seg- mentation methods by embedding the potential functions from a discriminatively trained conditional random field (CRF) in...
Dana Cobzas (University of Alberta), Mark Schmidt ...