Concepedia

Dimitris Tzikas

DT

6

Publications

1.1K

Citations

6

H-Index

2007

Active since

Affiliations

University of Ioannina(Current)

University of Patras

Dimitris Tzikas is an author at University of Ioannina specializing in engineering, pattern recognition, and data science.

Top concepts

EngineeringData ScienceMachine LearningPattern RecognitionStatisticsDeep LearningImage AnalysisMachine VisionComputer VisionComputer Science

Publications per year

2007–2009

6

Publications

6

The variational approximation for Bayesian inference

Dimitris Tzikas, Aristidis Likas, Nikolaos Galatsanos · IEEE Signal Processing Magazine · 2008 · 975 citations

Thomas Bayes, Bayesian Statistics, Bayesian Statistic +11

Variational Bayesian Sparse Kernel-Based Blind Image Deconvolution With Student's-t Priors

Dimitris Tzikas, Aristidis Likas, N.P. Galatsanos · IEEE Transactions on Image Processing · 2009 · 80 citations

Sparse Bayesian Modeling With Adaptive Kernel Learning

Dimitris Tzikas, Aristidis Likas, Nikolaos Galatsanos · IEEE Transactions on Neural Networks · 2009 · 51 citations

Engineering, Machine Learning, Appropriate Kernel Function +21

Variational Bayesian Blind Image Deconvolution with Student-T Priors

Dimitris Tzikas, Aristidis Likas, Nikolaos Galatsanos · Proceedings - International Conference on Image Processing · 2007 · 16 citations

Deblurring, Image Reconstruction, Image Analysis +15

Bayesian Kernel Methods for Analysis of Functional Neuroimages

Ana Lukić, Miles N. Wernick, Dimitris Tzikas et al. · IEEE Transactions on Medical Imaging · 2007 · 14 citations

Machine Learning, Brain Mapping, Social Sciences +17

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