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» A generalized family of parameter estimation techniques
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TSP
2008
143views more  TSP 2008»
14 years 9 months ago
A Nonlinear Stein-Based Estimator for Multichannel Image Denoising
The use of multicomponent images has become widespread with the improvement of multisensor systems having increased spatial and spectral resolutions. However, the observed images ...
Caroline Chaux, Laurent Duval, Amel Benazza-Benyah...
NAACL
2010
14 years 7 months ago
Unsupervised Model Adaptation using Information-Theoretic Criterion
In this paper we propose a novel general framework for unsupervised model adaptation. Our method is based on entropy which has been used previously as a regularizer in semi-superv...
Ariya Rastrow, Frederick Jelinek, Abhinav Sethy, B...
ICASSP
2008
IEEE
15 years 4 months ago
Gradient steepness metrics using extended Baum-Welch transformations for universal pattern recognition tasks
In many pattern recognition tasks, given some input data and a family of models, the “best” model is defined as the one which maximizes the likelihood of the data given the m...
Tara N. Sainath, Dimitri Kanevsky, Bhuvana Ramabha...
CVIU
2010
198views more  CVIU 2010»
14 years 9 months ago
Non-Gaussian model-based fusion of noisy images in the wavelet domain
This paper describes a new methodology for multimodal image fusion based on non-Gaussian statistical modelling of wavelet coefficients. Special emphasis is placed on the fusion of...
Artur Loza, David R. Bull, Nishan Canagarajah, Ali...
ISLPED
2004
ACM
102views Hardware» more  ISLPED 2004»
15 years 3 months ago
Microarchitectural power modeling techniques for deep sub-micron microprocessors
The need to perform early design studies that combine architectural simulation with power estimation has become critical as power has become a design constraint whose importance h...
Nam Sung Kim, Taeho Kgil, Valeria Bertacco, Todd M...