Research Output per year

## Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

- 3 Similar Profiles

Maximum likelihood estimation
Engineering & Materials Science

Computer vision
Engineering & Materials Science

Classifiers
Engineering & Materials Science

Gaussian distribution
Engineering & Materials Science

Probability density function
Engineering & Materials Science

Taylor series
Engineering & Materials Science

Experiments
Engineering & Materials Science

Vector spaces
Engineering & Materials Science

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Network
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## Research Output 2016 2018

## Classification of matrix-variate Fisher–Bingham distribution via Maximum Likelihood Estimation using manifold valued data

Ali, M. & Gao, J., Jun 2018, In : Neurocomputing. 295, p. 72-85 19 p.Research output: Contribution to journal › Article

Maximum likelihood estimation

Bayes Theorem

Taylor series

Experiments

Datasets

## Low Rank Representation on SPD matrices with Log-Euclidean metric

Wang, B., Hu, Y., Gao, J., Ali, M., Tien, D., Sun, Y. & Yin, B., Apr 2018, In : Pattern Recognition. 76, p. 623-634 12 p.Research output: Contribution to journal › Article

Compressed sensing

Hilbert spaces

Computer vision

Pattern recognition

Textures

## Statistical Learning over Manifolds and its applications in Computer Vision

Ali, M., 2018, Australia: Charles Sturt University. 166 p.Research output: Thesis › Doctoral Thesis

Open Access

File

Computer vision

Taylor series

Maximum likelihood estimation

Vector spaces

Probability density function

## Classification on Grassmann Manifold via Scheiddegger-Watson Distribution using Bayesian Approach

Ali, M. & Antolovich, M., 02 Oct 2017,*Proceedings of the 2016 3rd International Conference on Soft Computing and Machine Intelligence, ISCMI 2016.*USA: IEEE, Institute of Electrical and Electronics Engineers, p. 28-32 5 p. 8057433

Research output: Book chapter/Published conference paper › Conference paper

Maximum likelihood estimation

## Density estimation on Stiefel manifolds using matrix-Fisher model

Ali, M., Antolovich, M. & Wang, B., 16 Feb 2017,*Proceedings - 2016 9th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2016.*Wang, Y., An, J., Wang, L., Li, Q., Yan, G. & Chang, Q. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 66-71 6 p. 7852683

Research output: Book chapter/Published conference paper › Conference paper

Maximum likelihood estimation

Probability density function

Experiments