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» Texture analysis using Renyi's generalized entropies
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ISBI
2004
IEEE
14 years 11 months ago
Local Feature Matching Using Entropic Graphs
We present a general framework for image discrimination based on identifying small, localized differences between images. Our novel matching scheme is based on an alternate inform...
Huzefa Neemuchwala, Alfred O. Hero, Paul L. Carson...
JMLR
2012
12 years 1 months ago
Max-Margin Min-Entropy Models
We propose a new family of latent variable models called max-margin min-entropy (m3e) models, which define a distribution over the output and the hidden variables conditioned on ...
Kevin Miller, M. Pawan Kumar, Benjamin Packer, Dan...
MICCAI
2003
Springer
14 years 11 months ago
Multiresolution Biomedical Image Registration Using Generalized Information Measures
In addition to the widely-used Shannon mutual information, generalized information-theoretic similarity metrics have properties that make them conducive to biomedical image registr...
Mark P. Wachowiak, Renata Smolíkova, Terry ...
ICML
2000
IEEE
14 years 3 months ago
Mutual Information in Learning Feature Transformations
We present feature transformations useful for exploratory data analysis or for pattern recognition. Transformations are learned from example data sets by maximizing the mutual inf...
Kari Torkkola, William M. Campbell
MMMACNS
2001
Springer
14 years 3 months ago
Generalized Oblivious Transfer Protocols Based on Noisy Channels
The main cryptographic primitives (Bit Commitment (BC) and Oblivious Transfer (OT) protocols) based on noisy channels have been considered in [1] for asymptotic case. Non-asymptoti...
Valeri Korjik, Kirill Morozov