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» Multimodal unbiased image matching via mutual information
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ISBI
2004
IEEE
14 years 6 months ago
A Unified Feature-Based Registration Method for Multimodality Images
While mutual information-based methods have become popular for image registration, the question of what underlying feature to use is rarely discussed. Instead, it is implicitly as...
Jie Zhang, Anand Rangarajan
ICPR
2004
IEEE
14 years 6 months ago
Improving MMI with Enhanced-FCM for the Fusion of Brain MR and SPECT Images
Recently, maximization mutual information (MMI) of image intensities has been proposed as a new matching criterion for automated multimodality image registration. However, the suc...
Chung-Hsien Huang, Jiann-Der Lee
CVPR
2009
IEEE
1942views Computer Vision» more  CVPR 2009»
15 years 24 days ago
Learning Similarity Measure for Multi-Modal 3D Image Registration
Multi-modal image registration is a challenging problem in medical imaging. The goal is to align anatomically identical structures; however, their appearance in images acquired wit...
Bernhard Schölkopf, Daewon Lee, Florian Stein...
ICMCS
2009
IEEE
215views Multimedia» more  ICMCS 2009»
13 years 3 months ago
Image trimming via saliency region detection and iterative feature matching
Detection of saliency regions in images is useful for object based image understanding and object localization. In our work, we investigate a saliency region detection algorithm b...
Jiawei Huang, Ze-Nian Li
ICCV
2003
IEEE
14 years 7 months ago
Cumulative Residual Entropy, A New Measure of Information & its Application to Image Alignment
In this paper we use the cumulative distribution of a random variable to define the information content in it and use it to develop a novel measure of information that parallels S...
Fei Wang, Baba C. Vemuri, Murali Rao, Yunmei Chen