Ajmal Mian

Associate Professor, BE MSc PhD W.Aust.

  • The University of Western Australia (M017), 35 Stirling Highway,

    6009 Crawley

    Australia

  • 2867 Citations
  • 25 h-Index
20042018
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Personal profile

Biography

Research Professor

Roles and responsibilities

I am an Australian Research Fellow. My full focus is on research and supervising PhD students.

Future research

Multispectral/Hyperspectral Image Analysis.

Funding overview

I have received four ARC Discovery Grants amounting to $2.0 Million.

Current projects

1. Active Multispectral Computer Vision
2. Video-based face and iris recognition
3. Automatic fish measurement and identification in underwater stereo video
4. 3D face analysis for medical applications

Teaching overview

I have taught Computer Graphics and Java Programming in the past. Currently, I am not teaching in order to focus fully on my research.

Research

Computer Vision, Pattern Recognition, Face Recognition, 3D object recognition, Multispectral Image Analysis

Languages

English
Pashto
Urdu

Keywords

  • Computer vision
  • Pattern recognition
  • Machine learning
  • 3D face recognition
  • 3D object recognition
  • 3D shape analysis
  • Hyperspectral imaging and analysis
  • Human action recognition
  • Image set classification

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.

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Projects 2007 2018

Research Output 2004 2018

1 Citations

Automatic fish species classification in underwater videos: Exploiting pre-trained deep neural network models to compensate for limited labelled data

Siddiqui, S. A., Salman, A., Malik, M. I., Shafait, F., Mian, A., Shortis, M. R. & Harvey, E. S. 1 Jan 2018 In : ICES Journal of Marine Science. 75, 1, p. 374-389 16 p.

Research output: Contribution to journalArticle

neural networks
fish
computer vision
imagery
methodology

Benchmark Data Set and Method for Depth Estimation from Light Field Images

Feng, M., Wang, Y., Liu, J., Zhang, L., Zaki, H. F. M. & Mian, A. 1 Jul 2018 In : IEEE Transactions on Image Processing. 27, 7, p. 3586-3598 13 p.

Research output: Contribution to journalArticle

Neural networks
Variational techniques
Network architecture
Convolution
Image analysis

Dense 3D Face Correspondence

Zulqarnain Gilani, S., Mian, A., Shafait, F. & Reid, I. 1 Jul 2018 In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 7, p. 1584-1598

Research output: Contribution to journalArticle

Correspondence
Face
Deformable Models
Triangle
Morphing

Distance metric learning for pattern recognition

Lu, J., Wang, R., Mian, A., Kumar, A. & Sarkar, S. 1 Mar 2018 In : Pattern Recognition. 75, p. 1-3 3 p.

Research output: Contribution to journalEditorial

6 Citations

Learning a Deep Model for Human Action Recognition from Novel Viewpoints

Rahmani, H., Mian, A. & Shah, M. 1 Mar 2018 In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 3, p. 667-681 15 p., 7893732

Research output: Contribution to journalArticle

Action Recognition
Knowledge Transfer
Model
Unknown
Nonlinear Transformation

Datasets

Data from: Prenatal testosterone exposure is related to sexually dimorphic facial morphology in adulthood

Whitehouse, A. (Creator), Gilani, S. (Creator), Shafait, F. (Creator), Mian, A. (Creator), Tan, W. (Creator), Maybery, M. (Creator), Keelan, J. (Creator), Hart, R. (Creator), Handelsman, D. J. (Creator), Goonawardene, M. (Creator), Eastwood, P. (Creator), Dryad Digital Repository, 8 Sep 2015

Dataset