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» Learning based coarse-to-fine image registration
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MIAR
2006
IEEE
16 years 11 days ago
A General Learning Framework for Non-rigid Image Registration
This paper presents a general learning framework for non-rigid registration of MR brain images. Given a set of training MR brain images, three major types of information are partic...
Guorong Wu, Feihu Qi, Dinggang Shen
98
Voted
CVPR
2008
IEEE
16 years 25 days ago
Learning based coarse-to-fine image registration
Jiayan Jiang, Songfeng Zheng, Arthur W. Toga, Zhuo...
130
Voted
MICCAI
2009
Springer
16 years 7 months ago
Task-Optimal Registration Cost Functions
Abstract. In this paper, we propose a framework for learning the parameters of registration cost functions ? such as the tradeoff between the regularization and image similiarity t...
B. T. Thomas Yeo, Mert R. Sabuncu, Polina Gollan...
153
Voted
ICCV
2007
IEEE
16 years 8 months ago
Optimization and Learning for Registration of Moving Dynamic Textures
We address the problem of registering a sequence of images in a moving dynamic texture video. This involves optimization with respect to camera motion, the average image, and the ...
Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas
165
Voted
EUROCAST
2003
Springer
108views Hardware» more  EUROCAST 2003»
15 years 11 months ago
Fast Entropy-Based Nonrigid Registration
Computer vision tasks such as learning, recognition, classification or segmentation applied to spatial data often requires spatial normalization of repeated features and structure...
Eduardo Suárez, Jose Aurelio Santana, Eduar...