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Reshad Hosseini
Reshad Hosseini
Assistant Professor, Machine Learning and Robotics Group, University of Tehran
Verified email at tuebingen.mpg.de - Homepage
Title
Cited by
Cited by
Year
Results of the GREAT08 Challenge★: an image analysis competition for cosmological lensing
S Bridle, ST Balan, M Bethge, M Gentile, S Harmeling, C Heymans, ...
Monthly Notices of the Royal Astronomical Society 405 (3), 2044-2061, 2010
2382010
Geometric Mean Metric Learning
PH Zadeh, R Hosseini, S Sra
International Conference on Machine Learning, 2016
2062016
Conic geometric optimization on the manifold of positive definite matrices
S Sra, R Hosseini
SIAM Journal on Optimization 25 (1), 713-739, 2015
1672015
Matrix manifold optimization for Gaussian mixtures
R Hosseini, S Sra
Advances in neural information processing systems 28, 2015
1152015
A large dataset of white blood cells containing cell locations and types, along with segmented nuclei and cytoplasm
ZM Kouzehkanan, S Saghari, S Tavakoli, P Rostami, M Abaszadeh, ...
Scientific reports 12 (1), 1123, 2022
73*2022
An alternative to EM for Gaussian mixture models: batch and stochastic Riemannian optimization
R Hosseini, S Sra
Mathematical programming 181 (1), 187-223, 2020
732020
Gravitational lensing accuracy testing 2010 (GREAT10) challenge handbook
T Kitching, A Amara, M Gill, S Harmeling, C Heymans, R Massey, B Rowe, ...
The Annals of Applied Statistics, 2231-2263, 2011
652011
New segmentation and feature extraction algorithm for classification of white blood cells in peripheral smear images
S Tavakoli, A Ghaffari, ZM Kouzehkanan, R Hosseini
Scientific Reports 11 (1), 19428, 2021
632021
Improved Bayesian information criterion for mixture model selection
A Mehrjou, R Hosseini, BN Araabi
Pattern Recognition Letters 69, 22-27, 2016
582016
Mixtures of conditional Gaussian scale mixtures applied to multiscale image representations
L Theis, R Hosseini, M Bethge
PloS ONE 7 (7), 2012
362012
Geometric optimisation on positive definite matrices for elliptically contoured distributions
S Sra, R Hosseini
Advances in Neural Information Processing Systems 26, 2013
352013
Deep-rbf networks revisited: Robust classification with rejection
PH Zadeh, R Hosseini, S Sra
arXiv preprint arXiv:1812.03190, 2018
332018
Wavelet based fingerprint image enhancement
S Hatami, R Hosseini, M Kamarei, H Ahmadi
2005 IEEE International Symposium on Circuits and Systems (ISCAS), 4610-4613, 2005
312005
Deep visual unsupervised domain adaptation for classification tasks: a survey
Y Madadi, V Seydi, K Nasrollahi, R Hosseini, TB Moeslund
IET Image Processing 14 (14), 3283-3299, 2020
292020
Self-attention presents low-dimensional knowledge graph embeddings for link prediction
P Baghershahi, R Hosseini, H Moradi
Knowledge-Based Systems 260, 110124, 2023
272023
A new EM algorithm for flexibly tied GMMs with large number of components
H Asheri, R Hosseini, BN Araabi
Pattern recognition 114, 107836, 2021
272021
Power line detection and tracking using hough transform and particle filter
MH Nasseri, H Moradi, SM Nasiri, R Hosseini
2018 6th RSI International Conference on Robotics and Mechatronics (IcRoM …, 2018
232018
Lower bounds on the redundancy of natural images
R Hosseini, F Sinz, M Bethge
Vision research 50 (22), 2213-2222, 2010
232010
Geometric Optimization in Machine Learning
S Sra, R Hosseini
Algorithmic Advances in Riemannian Geometry and Applications, 73-91, 2016
212016
Early screening of autism spectrum disorder using cry features
A Khozaei, H Moradi, R Hosseini, H Pouretemad, B Eskandari
PloS one 15 (12), e0241690, 2020
192020
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