Publications by R. Hosseini

Journal Articles


R. Hosseini, S. Sra, L. Theis, and M. Bethge
Inference and Mixture Modeling with the Elliptical Gamma Distribution
Computational Statistics and Data Analysis, 101, 29-43, 2016
URL, DOI, BibTex
L. Theis, R. Hosseini, and M. Bethge
Mixtures of Conditional Gaussian Scale Mixtures Applied to Multiscale Image Representations
PLoS ONE, 7(7), 2012
#natural image statistics, #gaussian scale mixtures, #random fields, #mcgsm
Code, DOI, PDF, BibTex
T. Kitching, A. Amara, M. Gill, S. Harmeling, C. Heymans, R. Massey, B. Rowe, T. Schrabback, et al.
Gravitational Lensing Accuracy Testing 2010 (GREAT10) Challenge Handbook
The Annals of Applied Statistics, 5(3), 2231-2263, 2011
URL, BibTex
R. Hosseini, F. Sinz, and M. Bethge
Lower bounds on the redundancy of natural images
Vision Research, 50(22), 2213-2222, 2010
#natural image statistics
PDF, BibTex
S. Bridle, S. T. Balan, M. Bethge, M. Gentile, S. Harmeling, C. Heymans, M. Hirsch, R. Hosseini, et al.
Results of the GREAT08 Challenge: An image analysis competition for cosmological lensing
Monthly Notices of the Royal Astronomical Society, 2010
BibTex
R. Hosseini and M. Vafadust
Almost Perfect Reconstruction Filter Bank for Non-redundant, Approximately Shift-Invariant, Complex Wavelet Transforms
Journal of Wavelet Theory and Applications, 2(1), 2008
#wavelet, #quadrature pairs, #shift-invariant, #complex wavelet
URL, BibTex

Conference Papers


S. Sra, R. Hosseini, L. Theis, and M. Bethge
Data modeling with the elliptical gamma distribution
Artificial Intelligence and Statistics, 2015
#density estimation, #natural image statistics
URL, BibTex

Technical Reports


R. Hosseini and M. Bethge
Spectral Stacking: Unbiased Shear Estimation for Weak Gravitational Lensing
Max Planck Institute for Biological Cybernetics, 2009
PDF, BibTex

Abstracts


L. Theis, R. Hosseini, and M. Bethge
Mixtures of conditional Gaussian scale mixtures: the best model for natural images
Frontiers in Computational Neuroscience, 2012
#natural image statistics, #gaussian scale mixtures, #mixture models
URL, DOI, Poster, BibTex
R. Hosseini, F. Sinz, and M. Bethge
New Estimate for the Redundancy of Natural Images
Frontiers in Computational Neuroscience, 2010
#natural image statistics, #multi-information rate
DOI, BibTex
R. Hosseini and M. Bethge
Hierachical Models of Natural Images
Frontiers in Computational Neuroscience, 2009
#gaussianization, #multilayer, #ica
URL, PDF, BibTex
M. Bethge and R. Hosseini
Method and Device for Image Compression
Europäisches Patentamt, 2008
#mixture, #image compression
URL, BibTex
University of Tuebingen BCCN CIN MPI