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» Gradient Estimation Revitalized
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114
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CMA
2010
78views more  CMA 2010»
15 years 2 months ago
Convergence of stochastic gradient estimation algorithm for multivariable ARX-like systems
Yanjun Liu, Jie Sheng, Ruifeng Ding
127
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AMCS
2010
107views Mathematics» more  AMCS 2010»
15 years 14 hour ago
A complete gradient clustering algorithm formed with kernel estimators
Piotr Kulczycki, Malgorzata Charytanowicz
137
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TMI
2010
123views more  TMI 2010»
14 years 11 months ago
Optimal Experimental Design for Diffusion Kurtosis Imaging
Diffusion Kurtosis Imaging (DKI) is a new magnetic resonance imaging model that describes the non-Gaussian diffusion behavior in tissues. It has recently been shown that DKI param...
Dirk H. J. Poot, Arnold Jan den Dekker, Eric Achte...
CEC
2009
IEEE
15 years 11 months ago
Gradient estimation in global optimization algorithms
Abstract— The role of gradient estimation in global optimization is investigated. The concept of a regional gradient is introduced as a tool for analyzing and comparing different...
Megan Hazen, Maya R. Gupta
125
Voted
ICIP
2009
IEEE
15 years 2 months ago
Directionally adaptive super-resolution
In this paper a novel direction adaptive super-resolution (SR) image reconstruction method is proposed. The proposed maximum a-posteriori (MAP) based estimator uses gradient direc...
Emre Turgay, Gozde Bozdagi Akar