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» Acceleration of the EM algorithm
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BILDMED
2009
215views Algorithms» more  BILDMED 2009»
15 years 2 months ago
Vector Extrapolation-Based Acceleration of Regularized Richardson Lucy Image Deblurring
Confocal fluorescence microscopy has become an important tool in biological and medical sciences for imaging thin specimen, even living ones. Due to out-of-focus blurring and noise...
Steffen Remmele, Jürgen Hesser
ML
2007
ACM
106views Machine Learning» more  ML 2007»
15 years 29 days ago
Surrogate maximization/minimization algorithms and extensions
Abstract Surrogate maximization (or minimization) (SM) algorithms are a family of algorithms that can be regarded as a generalization of expectation-maximization (EM) algorithms. A...
Zhihua Zhang, James T. Kwok, Dit-Yan Yeung
VIS
2005
IEEE
128views Visualization» more  VIS 2005»
16 years 2 months ago
Hardware-Accelerated Simulated Radiography
We present the application of hardware accelerated volume rendering algorithms to the simulation of radiographs as an aid to scientists designing experiments, validating simulatio...
Cláudio T. Silva, Daniel E. Laney, Nelson L...
TIP
2008
126views more  TIP 2008»
15 years 1 months ago
Maximum-Entropy Expectation-Maximization Algorithm for Image Reconstruction and Sensor Field Estimation
Abstract--In this paper, we propose a maximum-entropy expectation-maximization (MEEM) algorithm. We use the proposed algorithm for density estimation. The maximum-entropy constrain...
Hunsop Hong, Dan Schonfeld
KDD
2002
ACM
118views Data Mining» more  KDD 2002»
16 years 1 months ago
SECRET: a scalable linear regression tree algorithm
Recently there has been an increasing interest in developing regression models for large datasets that are both accurate and easy to interpret. Regressors that have these properti...
Alin Dobra, Johannes Gehrke