Ajmal Mian

BE MSc PhD W.Aust., Professor, Professor

  • The University of Western Australia (M002), 35 Stirling Highway,

    6009 Perth

    Australia

  • 4114 Citations
  • 31 h-Index
20042024
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Research Output 2004 2019

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Article
2019

Benchmark Data and Method for Real-Time People Counting in Cluttered Scenes Using Depth Sensors

Sun, S., Akhtar, N., Song, H., Zhang, C., Li, J. & Mian, A., Oct 2019, In : IEEE Transactions on Intelligent Transportation Systems. 20, 10, p. 3599-3612 14 p., 8697114.

Research output: Contribution to journalArticle

Trajectories
Sensors
Benchmarking
Security systems
Logistics

Converting a common low-cost document scanner into a multispectral scanner

Khan, Z., Shafait, F. & Mian, A., 2 Jul 2019, In : Sensors (Switzerland). 19, 14, 3199.

Research output: Contribution to journalArticle

Open Access
Multispectral scanners
scanners
Light emitting diodes
Light sources
Light
Facial Asymmetry
Autistic Disorder
Research
Siblings
Brain

Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition

Liu, J., Rahmani, H., Akhtar, N. & Mian, A., 6 Aug 2019, In : International Journal of Computer Vision.

Research output: Contribution to journalArticle

Textures
Lighting
Cameras
Experiments

On farm automatic sheep breed classification using deep learning

Abu Jwade, S., Guzzomi, A. & Mian, A., 1 Dec 2019, In : Computers and Electronics in Agriculture. 167, 105055.

Research output: Contribution to journalArticle

sheep breeds
sheep
Farms
Computer vision
Farm buildings

On-field player workload exposure and knee injury risk monitoring via deep learning

Johnson, W. R., Mian, A., Lloyd, D. G. & Alderson, J. A., 27 Aug 2019, In : Journal of Biomechanics. 93, p. 185-193

Research output: Contribution to journalArticle

Knee Injuries
Knee Joint
Workload
Learning
Sports
102 Downloads (Pure)

Viewpoint invariant semantic object and scene categorization with RGB-D sensors

Zaki, H. F. M., Shafait, F. & Mian, A., Apr 2019, In : Autonomous Robots. p. 1005-1022 18 p.

Research output: Contribution to journalArticle

Open Access
File
Semantics
Image recognition
Sensors
Electric fuses
Neurons
2018

Accuracy of orthognathic surgery using 3D computer-assisted surgical simulation

Lee, R., Goonewardene, M., Mian, A., Allan, B., Brock, D. & Trevenen, M., 1 May 2018, In : Australasian orthodontic journal. 34, 1, p. 17-26 10 p.

Research output: Contribution to journalArticle

Open Access
Orthognathic Surgery
Maxilla
Mandible
Tooth
Population
24 Citations (Scopus)

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
6 Citations (Scopus)

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
12 Citations (Scopus)

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
3 Citations (Scopus)
Gaussian Process
Recovery
Patch
Reflectance
Quantization
51 Citations (Scopus)

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
5 Citations (Scopus)
Glossaries
Classifiers
Labels
Atoms
Probability distributions
11 Citations (Scopus)

Predicting athlete ground reaction forces and moments from motion capture

Johnson, W. R., Mian, A., Donnelly, C. J., Lloyd, D. & Alderson, J., 1 Oct 2018, In : Medical and Biological Engineering and Computing. 56, 10, p. 1781-1792 12 p.

Research output: Contribution to journalArticle

Biomechanics
Trajectories
Kinetics
4 Citations (Scopus)

Predicting Athlete Ground Reaction Forces and Moments from Spatio-temporal Driven CNN Models

Johnson, W. R., Alderson, J., Lloyd, D. G. & Mian, A., 7 Jul 2018, IEEE Transactions on Biomedical Engineering.

Research output: Contribution to specialist publicationArticle

76 Citations (Scopus)

Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey: A Survey

Akhtar, N. & Mian, A., 16 Feb 2018, In : IEEE Access. 6, p. 14410 - 14430 21 p.

Research output: Contribution to journalArticle

Open Access
Computer vision
Artificial intelligence
Railroad cars
Deep learning
Direction compound

Viewpoint invariant action recognition using RGB-D videos

Liu, J., Akhtar, N. & Ajmal, M., 1 Jan 2018, In : IEEE Access. 6, p. 70061-70071 11 p., 8529178.

Research output: Contribution to journalArticle

Open Access
Glossaries
Cameras
Labels
Trajectories
Neural networks

Viewpoint Invariant RGB-D Human Action Recognition

Liu, J., Akhtar, N. & Mian, A., 2018, In : IEEE Access.

Research output: Contribution to journalArticle

Open Access
Classifiers
Cameras
Trajectories
2017
5 Citations (Scopus)

Biometric authentication system using retinal vessel pattern and geometric hashing

Bhuiyan, A., Hussain, A., Mian, A., Wong, T. Y., Ramamohanarao, K. & Kanagasingam, Y., 1 Mar 2017, In : IET Biometrics. 6, 2, p. 79-88 10 p.

Research output: Contribution to journalArticle

Biometrics
Authentication
Blood vessels
Color
15 Citations (Scopus)

Blind domain adaptation with augmented extreme learning machine features

Uzair, M. & Mian, A., 1 Mar 2017, In : IEEE Transactions on Cybernetics. 47, 3, p. 651-660 10 p., 7404267.

Research output: Contribution to journalArticle

Learning systems
Classifiers
Testing
Experiments
14 Citations (Scopus)
174 Downloads (Pure)
Open Access
File
Set theory
10 Citations (Scopus)

Dynamic Texture Comparison Using Derivative Sparse Representation: Application to Video-Based Face Recognition

Hajati, F., Tavakolian, M., Gheisari, S., Gao, Y. & Mian, A. S., 1 Dec 2017, In : IEEE Transactions on Human-Machine Systems. 47, 6, p. 970-982 13 p., 7898817.

Research output: Contribution to journalArticle

Face recognition
video
Textures
Derivatives
coding
25 Citations (Scopus)

Efficient classification with sparsity augmented collaborative representation

Akhtar, N., Shafait, F. & Mian, A., 1 May 2017, In : Pattern Recognition. 65, p. 136-145 10 p.

Research output: Contribution to journalArticle

Labels
Experiments
6 Citations (Scopus)
Open Access
Masculinity
Photogrammetry
Communication
Femininity
Autistic Disorder
10 Citations (Scopus)

Learning a deeply supervised multi-modal RGB-D embedding for semantic scene and object category recognition

Zaki, H. F. M., Shafait, F. & Mian, A., 1 Jun 2017, In : Robotics and Autonomous Systems. 92, p. 41-52 12 p.

Research output: Contribution to journalArticle

Object recognition
Semantics
Neural networks
Modality
Unmanned aerial vehicles (UAV)
6 Citations (Scopus)
246 Downloads (Pure)

RCMF: Robust Constrained Matrix Factorization for Hyperspectral Unmixing

Akhtar, N. & Mian, A., Jun 2017, In : IEEE Transactions on Geoscience and Remote Sensing. 55, 6, p. 3354-3366 13 p.

Research output: Contribution to journalArticle

Open Access
File
6 Citations (Scopus)

Surface geodesic pattern for 3D deformable texture matching

Hajati, F., Cheraghian, A., Gheisari, S., Gao, Y. & Mian, A. S., 1 Feb 2017, In : Pattern Recognition. 62, p. 21-32 12 p.

Research output: Contribution to journalArticle

Textures
Topography
Feature extraction
Fusion reactions
Derivatives
11 Citations (Scopus)

Towards automating underwater measurement of fish length: a comparison of semi-automatic and manual stereo-video measurements

Shafait, F., Harvey, E. S., Shortis, M. R., Mian, A., Ravanbakhsh, M., Seager, J. W., Culverhouse, P. F., Cline, D. E. & Edgington, D. R., 2017, In : ICES Journal of Marine Science: journal du conseil. 74, 6, p. 1690-1701 12 p.

Research output: Contribution to journalArticle

2016
19 Citations (Scopus)

Discriminative Bayesian Dictionary Learning for Classification

Akhtar, N., Shafait, F. & Mian, A., 1 Dec 2016, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 38, 12, p. 2374-2388

Research output: Contribution to journalArticle

Glossaries
Classifiers
Sparse Representation
Classifier
Bayesian Approach
23 Citations (Scopus)

Discriminative human action classification using locality-constrained linear coding

Rahmani, H., Huynh, D., Mahmood, A. & Mian, A., 2016, In : Pattern Recognition Letters. 72, p. 62-71

Research output: Contribution to journalArticle

Fish identification from videos captured in uncontrolled underwater environments

Shafait, F., Mian, A. S., Shortis, M., Ghanem, B., Culverhouse, P. F. F., Edgington, D., Cline, D., Ravanbakhsh, M., Seager, J. & Harvey, E. S. S., 2016, In : ICES Journal of Marine Science. 73, 10, p. 2737-2746 10 p.

Research output: Contribution to journalArticle

23 Citations (Scopus)

Fish species classification in unconstrained underwater environments based on deep learning

Salman, A., Jalal, A., Shafait, F., Mian, A., Shortis, M., Seager, J. & Harvey, E., Sep 2016, In : LIMNOLOGY AND OCEANOGRAPHY-METHODS. 14, 9, p. 570-585

Research output: Contribution to journalArticle

Fish
Limnology
Deep learning
Oceanography
Digital cameras
57 Citations (Scopus)

Histogram of Oriented Principal Components for Cross-View Action Recognition

Rahmani, H., Mahmood, A., Huynh, D. & Mian, A., 1 Dec 2016, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 38, 12, p. 2430-2443 14 p., 7415989.

Research output: Contribution to journalArticle

Action Recognition
Principal Components
Eigenvalues and eigenfunctions
Histogram
Descriptors
10 Citations (Scopus)

Progress in the automated identification, measurement, and counting of fish in underwater image sequences

Shortis, M. R., Ravanbakhsh, M., Shafait, F. & Mian, A., 1 Jan 2016, In : Marine Technology Society Journal. 50, 1, p. 4-16

Research output: Contribution to journalArticle

Fish
fish
marine technology
Biomass
biomass
2 Citations (Scopus)
160 Downloads (Pure)

Quantification of sun-related changes in the eye in conjunctival ultraviolet autofluorescence images

Huynh, E., Bukowska, D. M., Yazar, S., McKnight, C., Mian, A. & Mackey, D., Jul 2016, In : Journal of Medical Imaging. 3, 3, p. 1-7 7 p., 034001.

Research output: Contribution to journalArticle

Open Access
File
Solar System
Reproducibility of Results
Cohort Studies
Pregnancy
4 Citations (Scopus)

Representation learning with deep extreme learning machines for efficient image set classification

Uzair, M., Shafait, F., Ghanem, B. & Mian, A., 9 Dec 2016, In : NEURAL COMPUTING & APPLICATIONS. 30, 4, p. 1211-1223 13 p.

Research output: Contribution to journalArticle

Learning systems
Data structures
Experiments
9 Citations (Scopus)

Robust RGB-D face recognition using Kinect sensor

Li, B. Y. L., Xue, M., Mian, A., Liu, W. & Krishna, A., 19 Nov 2016, In : Neurocomputing. 214, p. 93-108

Research output: Contribution to journalArticle

Face recognition
Databases
Color
Sensors
Facial Expression
2 Citations (Scopus)

Unsupervised manifold alignment using soft-assign technique

Fan, K., Mian, A., Liu, W. & Li, L., 2016, In : Machine Vision and Applications. 27, 6, p. 929-942 14 p.

Research output: Contribution to journalArticle

Lighting
Proteins
16 Citations (Scopus)

Using hyperspectral imaging to characterize consistency of coffee brands and their respective roasting classes

Nansen, C., Singh, K., Mian, A., Allison, B. J. & Simmons, C. W., Dec 2016, In : Journal of Food Engineering. 190, p. 34-39

Research output: Contribution to journalArticle

Coffee
roasting
beverages
image analysis
Food and Beverages
2015
15 Citations (Scopus)

Automated fish detection in underwater images using shape-based level sets

Ravanbakhsh, M., Shortis, M. R., Shafait, F., Mian, A., Harvey, E. S. & Seager, J. W., 2015, In : Photogrammetric Record. 30, 149, p. 46-62

Research output: Contribution to journalArticle

Fish
fish
underwater environment
Photogrammetry
photogrammetry
17 Citations (Scopus)

Automatic ink mismatch detection for forensic document analysis

Khan, Z., Shafait, F. & Mian, A., Nov 2015, In : Pattern Recognition. 48, 11, p. 3615-3626 12 p.

Research output: Contribution to journalArticle

Ink
Cameras
Imaging systems
Imaging techniques
Experiments
6 Citations (Scopus)

Face recognition based on Kinect

Li, B. Y. L., Mian, A., Liu, W. & Krishna, A., 2015, In : Pattern Analysis and Applications. N/A, p. 1-11

Research output: Contribution to journalArticle

18 Citations (Scopus)

Futuristic greedy approach to sparse unmixing of hyperspectral data

Akhtar, N., Shafait, F. & Mian, A., Apr 2015, In : IEEE Transactions on Geoscience and Remote Sensing. 53, 4, p. 2157-2174

Research output: Contribution to journalArticle

pixel
Pixels
Stars
Derivatives
experiment
65 Citations (Scopus)

Hyperspectral face recognition with spatiospectral information fusion and PLS regression

Uzair, M., Mahmood, A. & Mian, A., Mar 2015, In : IEEE Transactions on Image Processing. 24, 3, p. 1127-1137 11 p.

Research output: Contribution to journalArticle

Information fusion
Face recognition
Signal to noise ratio
Color
Infrared radiation
4 Citations (Scopus)

Increased susceptibility to aphids of flowering wheat plants exposed to low temperatures

Lacoste, C., Nansen, C., Thompson, S., Moir-Barnetson, L., Mian, A., Mcnee, M. & Flower, K., 2015, In : Environmental Entomology. 44, 3, p. 610-618

Research output: Contribution to journalArticle

Aphididae
flowering
Hemiptera
wheat
temperature
15 Citations (Scopus)

Is spectral reflectance of the face a reliable biometric?

Uzair, M., Mahmood, A., Shafait, F., Nansen, C. & Mian, A., 2015, In : Optics Express. 23, 12, p. 15160-15173

Research output: Contribution to journalArticle

Open Access
biometrics
spectral reflectance
classifiers
viability
spectrometers
24 Citations (Scopus)

Joint Group Sparse PCA for Compressed Hyperspectral Imaging

Khan, Z., Shafait, F. & Mian, A., Dec 2015, In : IEEE Transactions on Image Processing. 24, 12, p. 4934-4942 9 p.

Research output: Contribution to journalArticle

Principal component analysis
Compressed sensing
Face recognition
Structural integrity
Hyperspectral imaging
16 Citations (Scopus)
302 Downloads (Pure)

Periocular region-based person identification in the visible, infrared and hyperspectral imagery

Uzair, M., Mahmood, A., Mian, A. & Mcdonald, C., 3 Feb 2015, In : Neurocomputing. 149, Part B, p. 854-867

Research output: Contribution to journalArticle

Open Access
File
Imagery (Psychotherapy)
Fusion reactions
Infrared radiation
Hair
Head
55 Citations (Scopus)
396 Downloads (Pure)

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

Whitehouse, A., Gilani, Z., Shafait, F., Mian, A., Tan, D., Maybery, M., Keelan, J., Hart, R., Handelsman, D. J., Goonawardene, M. & Eastwood, P., 7 Oct 2015, In : Proceedings of the Royal Society B: Biological Sciences. 282, 1816, p. 1-9 9 p.

Research output: Contribution to journalArticle

Open Access
File
testosterone
adulthood
Testosterone
Femininity
masculinization