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DAGM
2008
Springer
15 years 8 months ago
Example-Based Learning for Single-Image Super-Resolution
Abstract. This paper proposes a regression-based method for singleimage super-resolution. Kernel ridge regression (KRR) is used to estimate the high-frequency details of the underl...
Kwang In Kim, Younghee Kwon
ICMLA
2008
15 years 8 months ago
Image Segmentation as Learning on Hypergraphs
In this paper, we propose to use hypergraphs as the model for images and pose image segmentation as a machine learning problem in which some pixels (called seeds) are labeled as t...
Lei Ding, Alper Yilmaz
CORR
2008
Springer
101views Education» more  CORR 2008»
15 years 6 months ago
Belief decision support and reject for textured images characterization
: The textured images' classification assumes to consider the images in terms of area with the same texture. In uncertain environment, it could be better to take an imprecise ...
Arnaud Martin
MICCAI
2008
Springer
16 years 8 months ago
A Nonrigid Image Registration Framework for Identification of Tissue Mechanical Parameters
Abstract. We present a modular framework for mechanically regularized nonrigid image registration of 3D ultrasound and for identification of tissue mechanical parameters. Mechanica...
Petr Jordan, Simona Socrate, Todd E. Zickler, R...
MICCAI
2005
Springer
16 years 7 months ago
A Fast-Marching Approach to Cardiac Electrophysiology Simulation for XMR Interventional Imaging
Cardiac ablation procedures are becoming more routine to treat arrhythmias. The development of electrophysiological models will allow investigation of treatment strategies. However...
Maxime Sermesant, Yves Coudière, Valé...