Muhammad Ali

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 6

Top Topics

Maximum Likelihood Estimation

Mixture Of Gaussians

Density Estimation

Top Venues

IEEE Trans. Image Process.

Publications

Muhammad Ali, Junbin Gao, Michael Antolovich
Parametric Classification of Bingham Distributions Based on Grassmann Manifolds. IEEE Trans. Image Process. 28 (12) (2019)
Muhammad Ali, Junbin Gao
Classification of matrix-variate Fisher-Bingham distribution via Maximum Likelihood Estimation using manifold valued data. Neurocomputing 295 (2018)
Muhammad Ali, Michael Antolovich, Boyue Wang
Density estimation on Stiefel manifolds using matrix-Fisher model. CISP-BMEI (2016)
Muhammad Ali, Michael Antolovich, Boyue Wang
Recognition on Grassmann manifolds via parametric modelling. CISP-BMEI (2016)
Muhammad Ali, Junbin Gao, Michael Antolovich
Classification on Stiefel and Grassmann manifolds via maximum Likelihood estimation of matrix distributions. IJCNN (2016)
Muhammad Ali, Junbin Gao, Michael Antolovich
MLE-Based Learning on Grassmann Manifolds. DICTA (2016)