If you made any changes in Pure these will be visible here soon.

Personal profile

Personal profile

Currently Involved in research at Charles Sturt University.

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.

  • 2 Similar Profiles
Maximum likelihood estimation Engineering & Materials Science
ground penetrating radar Earth & Environmental Sciences
Radar Engineering & Materials Science
Rocks Engineering & Materials Science
Olea europaea Agriculture & Biology
Motion estimation Engineering & Materials Science
Classifiers Engineering & Materials Science
Image segmentation Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2001 2018

  • 1805 Citations
  • 12 h-Index
  • 26 Conference paper
  • 17 Article
  • 5 Doctoral/Master's Thesis

Statistical Learning over Manifolds and its applications in Computer Vision

Ali, M., 2018, Australia: Charles Sturt University. 166 p.

Research output: ThesisDoctoral/Master's Thesis

Open Access
File
Computer vision
Taylor series
Maximum likelihood estimation
Vector spaces
Probability density function

A nonnegative projection based algorithm for low-rank nonnegative matrix approximation

Wang, P., He, Z., Xie, K., Gao, J. & Antolovich, M., 24 Oct 2017, Neural Information Processing - 24th International Conference, ICONIP 2017, Proceedings. Liu, D., Xie, S., Li, Y., Zhao, D. & El-Alfy, E-S. M. (eds.). Springer-Verlag London Ltd., p. 240-247 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10634 LNCS)

Research output: Book chapter/Published conference paperConference paper

Matrix Approximation
Low-rank Matrices
Nonnegative Matrices
Non-negative
Projection

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 paperConference 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 paperConference paper

Maximum likelihood estimation
Probability density function
Experiments

Recognition on Grassmann manifolds via parametric modelling

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. 2014-2019 6 p. 7853050

Research output: Book chapter/Published conference paperConference paper

Maximum likelihood estimation
Bessel functions
Taylor series