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 | 240 | 2010 |
Geometric Mean Metric Learning PH Zadeh, R Hosseini, S Sra International Conference on Machine Learning, 2016 | 209 | 2016 |
Conic geometric optimization on the manifold of positive definite matrices S Sra, R Hosseini SIAM Journal on Optimization 25 (1), 713-739, 2015 | 169 | 2015 |
Matrix manifold optimization for Gaussian mixtures R Hosseini, S Sra Advances in neural information processing systems 28, 2015 | 116 | 2015 |
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 | 74* | 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 | 74 | 2020 |
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 | 66 | 2021 |
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 | 65 | 2011 |
Improved Bayesian information criterion for mixture model selection A Mehrjou, R Hosseini, BN Araabi Pattern Recognition Letters 69, 22-27, 2016 | 58 | 2016 |
Mixtures of conditional Gaussian scale mixtures applied to multiscale image representations L Theis, R Hosseini, M Bethge PloS ONE 7 (7), 2012 | 36 | 2012 |
Geometric optimisation on positive definite matrices for elliptically contoured distributions S Sra, R Hosseini Advances in Neural Information Processing Systems 26, 2013 | 35 | 2013 |
Deep-rbf networks revisited: Robust classification with rejection PH Zadeh, R Hosseini, S Sra arXiv preprint arXiv:1812.03190, 2018 | 33 | 2018 |
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 | 31 | 2020 |
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 | 31 | 2005 |
Self-attention presents low-dimensional knowledge graph embeddings for link prediction P Baghershahi, R Hosseini, H Moradi Knowledge-Based Systems 260, 110124, 2023 | 29 | 2023 |
A new EM algorithm for flexibly tied GMMs with large number of components H Asheri, R Hosseini, BN Araabi Pattern recognition 114, 107836, 2021 | 28 | 2021 |
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 | 23 | 2018 |
Lower bounds on the redundancy of natural images R Hosseini, F Sinz, M Bethge Vision research 50 (22), 2213-2222, 2010 | 23 | 2010 |
Geometric Optimization in Machine Learning S Sra, R Hosseini Algorithmic Advances in Riemannian Geometry and Applications, 73-91, 2016 | 21 | 2016 |
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 | 19 | 2020 |