Ajmal Mian

BE MSc PhD W.Aust., Professor, Professor

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

    6009 Perth

    Australia

  • 4124 Citations
  • 31 h-Index
20042024
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Research Output 2004 2019

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Conference paper
2019

Learning interpretable expression-sensitive features for 3D dynamic facial expression recognition

Xue, M., Mian, A., Duan, X. & Liu, W., 2019, Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019. IEEE, Institute of Electrical and Electronics Engineers, 8756564. (Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019).

Research output: Chapter in Book/Conference paperConference paper

Feature extraction
Classifiers
Semantics
152 Downloads (Pure)

Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning

Aafaq, N., Akhtar, N., Liu, W., Gilani, S. Z. & Mian, A., 2019, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 12487-12496 10 p.

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
Semantics
Neural networks
Computer vision
Fourier transforms
Detectors
2018

3D Face Reconstruction from Light Field Images: A Model-free Approach

Feng, M., Gilani, S. Z., Wang, Y. & Mian, A., 8 Sep 2018, European Conference on Computer Vision. Ferrari, V., Hebert, M., Sminchisescu, C. & Weiss, Y. (eds.). Springer, Vol. 11214. p. 508-526

Research output: Chapter in Book/Conference paperConference paper

Open Access
Lighting
Cameras
Geometry
9 Citations (Scopus)

Defense against Universal Adversarial Perturbations

Akhtar, N., Liu, J. & Mian, A., 18 Jun 2018, IEEE Conference on Computer Vision and Pattern Recognition. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 3389-3398 10 p.

Research output: Chapter in Book/Conference paperConference paper

Open Access
Labels
Classifiers
Detectors
Discrete cosine transforms
Deep learning
3 Citations (Scopus)

Holistic influence maximization for targeted advertisements in spatial social networks

Li, J., Cai, T., Mian, A., Li, R. H., Sellis, T. & Yu, J. X., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1344-1347 4 p. 8509366

Research output: Chapter in Book/Conference paperConference paper

Gages
Experiments
Social networks
Interaction
Query
10 Citations (Scopus)
308 Downloads (Pure)

Learning From Millions of 3D Scans for Large-Scale 3D Face Recognition

Gilani, S. & Mian, A., Jun 2018, International Conference on Computer Vision and Pattern Recognition. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1896-1905 9 p.

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
Face recognition
Merging
Tuning
Testing
2017
2 Citations (Scopus)

Automatic signature segmentation using hyper-spectral imaging

Butt, U. M., Ahmad, S., Shafait, F., Nansen, C., Mian, A. S. & Malik, M. I., 2017, Proceedings - 2016 15th International Conference on Frontiers in Handwriting Recognition, ICFHR 2016. Liu, C-L. & Chen, Y. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 19-24 6 p. 7814033

Research output: Chapter in Book/Conference paperConference paper

Pixels
Ink
Color
Hyperspectral imaging
6 Citations (Scopus)

Joint discriminative Bayesian dictionary and classifier learning

Akhtar, N., Mian, A. & Porikli, F., 6 Nov 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. New York: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2017-January. p. 3919-3928 10 p.

Research output: Chapter in Book/Conference paperConference paper

Glossaries
Classifiers
Labels
Atoms
Sampling
8 Citations (Scopus)

Modeling Sub-Event Dynamics in First-Person Action Recognition

Mohd Zaki, H. F. B., Shafait, F. & Mian, A. S., 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1619-1628

Research output: Chapter in Book/Conference paperConference paper

Open Access
Fast Fourier transforms
Time series
Experiments
260 Downloads (Pure)

Prediction of ground reaction forces and moments via supervised learning is independent of participant sex, height and mass

Johnson, W. G., Mian, A. S., Donnelly, C. J., Lloyd, D. G. & Alderson, J. A., 2017, Proceedings of the 35th Conference of the International Society of Biomechanics in Sports. Germany: International Society of Biomechanics in Sports, Vol. 35. p. 1142-1145 25

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
3 Citations (Scopus)

Viewpoint invariant RGB-D human action recognition

Liu, J., Akhtar, N. & Mian, A. S., 2017, 2017 International Conference on Digital Image Computing - Techniques and Applications (DICTA). Guo, Y., Li, H., Cai, W., Murshed, M., Wang, Z., Gao, J. & Feng, D. D. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 261-268

Research output: Chapter in Book/Conference paperConference paper

Classifiers
Cameras
Trajectories
2016
59 Citations (Scopus)

3D action recognition from novel viewpoints

Rahmani, H. & Mian, A., 2016, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. O'Conner, L. (ed.). United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2016-January. p. 1506-1515 10 p.

Research output: Chapter in Book/Conference paperConference paper

Labels
Data acquisition
Tuning
Neural networks
Experiments
22 Citations (Scopus)

Convolutional hypercube pyramid for accurate RGB-D object category and instance recognition

Zaki, H. F., Shafait, F. & Mian, A., 2016, 2016 IEEE International Conference on Robotics and Automation (ICRA). Okamura, A. (ed.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1685-1692 8 p.

Research output: Chapter in Book/Conference paperConference paper

Object recognition
Computer vision
Neurons
Learning systems
Classifiers
17 Citations (Scopus)
10 Downloads (Pure)

Hierarchical beta process with gaussian process prior for hyperspectral image super resolution

Akhtar, N., Shafait, F. & Mian, A., 2016, Computer Vision – ECCV 2016. ECCV 2016. Lecture Notes in Computer Science. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Switzerland: Springer, Vol. 9907 . p. 103-120 18 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Conference paperConference paper

image resolution
hardware
experiment
1 Citation (Scopus)

Modeling 2D Appearance Evolution for 3D Object Categorization

Zaki, H. F. M., Shafait, F. & Mian, A., 22 Dec 2016, 2016 International Conference on Digital Image Computing: Techniques and Applications. Blumenstein, M., Lovell, B., Fookes, C., Wang, Z., Gao, Y., Zhou, J. & Liew, A. W. (eds.). IEEE, Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Conference paperConference paper

Neural networks
Computer vision
Agglomeration
Chemical activation
Experiments
1 Citation (Scopus)

Towards Large-Scale 3D Face Recognition

Gilani, Z. & Mian, A., 22 Dec 2016, 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016. Liew, A. W., Zhou, C., Gao, Y., Wang, Z., Fookes, C., Lovell, B. & Blumenstein, M. (eds.). IEEE, Institute of Electrical and Electronics Engineers, 7797090

Research output: Chapter in Book/Conference paperConference paper

Face recognition
Seed
2015
15 Citations (Scopus)

Automatic 4D facial expression recognition using DCT features

Xue, M., Mian, A., Liu, W. & Li, L., 2015, 2015 IEEE Winter Conference on Applications of Computer Vision (WACV). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 199-206

Research output: Chapter in Book/Conference paperConference paper

Discrete cosine transforms
Feature extraction
Classifiers
Experiments
71 Citations (Scopus)

Bayesian sparse representation for hyperspectral image super resolution

Akhtar, N., Shafait, F. & Mian, A., 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 3631-3640

Research output: Chapter in Book/Conference paperConference paper

Optical resolving power
Image resolution
Electric fuses
Glossaries
Probability distributions

Comparison of multidirectional representations for multispectral palmprint recognition

Khan, Z., Shafait, F. & Mian, A., 2015, Computational Forensics. Springer, Vol. 8915. p. 44-54

Research output: Chapter in Book/Conference paperConference paper

Palmprint recognition
Biometrics
Infrared radiation
Experiments

Hyper-spectral Analysis for Automatic Signature Extraction

Malik, M. I., Ahmed, S., Shafait, F., Mian, A., Nansen, C., Dengel, A. & Liwicki, M., 2015, Proceedings of the 17th Biennial Conference of the International Graphonomics Society (IGS). n/a: International Graphonomics Society (IGS), Vol. n/a. p. 1-4

Research output: Chapter in Book/Conference paperConference paper

68 Citations (Scopus)

Learning a non-linear knowledge transfer model for cross-view action recognition

Rahmani, H. & Mian, A., 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 7. p. 2458-2466

Research output: Chapter in Book/Conference paperConference paper

Cameras
Trajectories
Unsupervised learning
Labels
Testing
8 Citations (Scopus)

Localized Deep Extreme Learning Machines for Efficient RGB-D Object Recognition

Mohd Zaki, H. F., Shafait, F. & Mian, A., 2015, 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA). USA: Wiley-IEEE Press, p. 1-8

Research output: Chapter in Book/Conference paperConference paper

7 Citations (Scopus)

Localized Forgery Detection in Hyperspectral Document Images

Luo, Z., Shafait, F. & Mian, A., 2015, 2015 13th International Conference on Document Analysis and Recognition (ICDAR),. United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. n/a. p. 496-500

Research output: Chapter in Book/Conference paperConference paper

28 Citations (Scopus)

Shape-based automatic detection of a large number of 3D facial landmarks

Gilani, S., Shafait, F. & Mian, A., 2015, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE, Institute of Electrical and Electronics Engineers, Vol. 07-12-June-2015. p. 4639-4648 9 p. 10.1109/CVPR.2015.7299095

Research output: Chapter in Book/Conference paperConference paper

Open Access
Seed
Textures
4 Citations (Scopus)

Sparse Kernel Learning for Image Set Classification

Uzair, M., Mahmood, A. & Mian, A., 2015, Computer Vision -- ACCV 2014. USA: Springer, Vol. 9004. p. 617-631

Research output: Chapter in Book/Conference paperConference paper

Spatiotemporal Derivative Pattern: A Dynamic Texture Descriptor for Video Matching

Hajati, F., Tavakolian, M., Gheisari, S. & Mian, A., 2015, Computer Vision – ACCV 2014 12th Asian Conference on Computer Vision Singapore, Singapore, November 1–5, 2014 Revised Selected Papers, Part V. USA: Springer, Vol. 9007. p. 626-641

Research output: Chapter in Book/Conference paperConference paper

2014
19 Citations (Scopus)

Action classification with locality-constrained linear coding

Rahmani, H., Mahmood, A., Huynh, D. & Mian, A., 2014, Proceedings - International Conference on Pattern Recognition. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 3511-3516

Research output: Chapter in Book/Conference paperConference paper

Logistics
Classifiers
1 Citation (Scopus)

Adaptive spectral reflectance recovery using spatio-spectral support from hyperspectral images

Khan, Z., Shafait, F. & Mian, A., 2014, IEEE International Conference on Image Processing. Paris: IEEE, Institute of Electrical and Electronics Engineers, Vol. -. p. 664-668

Research output: Chapter in Book/Conference paperConference paper

An application of shape-based level sets to fish detection in underwater images

Ravanbakhsh, M., Shortis, M. R., Shafait, F., Mian, A., Harvey, E. S. & Seager, J. W., 2014, Proceedings of the 2014 Geospatial Science Research 3 Symposium (GSR_3). Central Europe Workshop Proceedings (CEUR-WS), Vol. 1307. p. 1-9

Research output: Chapter in Book/Conference paperConference paper

Fish
Principal component analysis
Classifiers
Pixels
Water
11 Citations (Scopus)

Fully automatic 3D facial expression recognition using local depth features

Xue, M., Mian, A., Liu, W. & Li, L., 2014, 2014 IEEE Winter Conference on Applications of Computer Vision (WACV). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1096-1103

Research output: Chapter in Book/Conference paperConference paper

Adaptive boosting
Geometry
Human computer interaction
Redundancy
Feature extraction
2 Citations (Scopus)

Gradient based efficient feature selection

Gilani, S. Z. A., Shafait, F. & Mian, A., 2014, 2014 IEEE Winter Conference on Applications of Computer Vision (WACV). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 191-197

Research output: Chapter in Book/Conference paperConference paper

Feature extraction
Set theory
Computer vision
Pattern recognition
Classifiers
73 Citations (Scopus)

HOPC: Histogram of Oriented Principal Components of 3D pointclouds for action recognition

Rahmani, H., Mahmood, A., Huynh, D. & Mian, A., 2014, Computer Vision – ECCV 2014. ECCV 2014. Lecture Notes in Computer Science. Switzerland: Springer, Vol. 8690 LNCS. p. 742-757

Research output: Chapter in Book/Conference paperConference paper

Detectors
3 Citations (Scopus)

Hyperspectral Document Imaging: Challenges and Perspectives

Khan, Z., Shafait, F. & Mian, A., 2014, Camera-Based Document Analysis and Recognition (Lecture Notes in Computer Science). Switzerland: Springer, Vol. 1. p. 150-163

Research output: Chapter in Book/Conference paperConference paper

7 Citations (Scopus)
187 Downloads (Pure)

Perceptual Differences between Men and Women: A 3D Facial Morphometric Perspective

Gilani, Z. & Mian, A., 2014, Proceedings -22nd International Conference on Pattern Recognition. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 2413-2418 6977130

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
Experiments
75 Citations (Scopus)

Real time action recognition using histograms of depth gradients and random decision forests

Rahmani, H., Mahmood, A., Huynh, D. & Mian, A., 2014, IEEE Winter Conference on Applications of Computer Vision, WACV 2014. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 626-633

Research output: Chapter in Book/Conference paperConference paper

Processing
2 Citations (Scopus)

Regularized least-squares coding with unlabeled dictionary for image-set based face recognition

Uzair, M. & Mian, A., 2014, 2014 International Conference on Digital Image Computing: Techniques and Applications (DICTA). IEEE, Institute of Electrical and Electronics Engineers, p. 1-7

Research output: Chapter in Book/Conference paperConference paper

Glossaries
Face recognition
Discriminant analysis
12 Citations (Scopus)

Repeated constrained sparse coding with partial dictionaries for hyperspectral unmixing

Akhtar, N., Shafait, F. & Mian, A., 2014, 2014 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE, Institute of Electrical and Electronics Engineers, p. 953-960

Research output: Chapter in Book/Conference paperConference paper

signal-to-noise ratio
pixel
spatial resolution
remote sensing
dictionary
37 Citations (Scopus)

Semi-supervised spectral clustering for image set classification

Mahmood, A., Mian, A. & Owens, R., 2014, IEEE Conference on Computer Vision and Pattern Recognition. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 121-128 6909417

Research output: Chapter in Book/Conference paperConference paper

Clustering algorithms
Eigenvalues and eigenfunctions
Probability distributions
Data structures
Labels
91 Citations (Scopus)
10 Downloads (Pure)

Sparse spatio-spectral representation for hyperspectral image super-resolution

Akhtar, N., Shafait, F. & Mian, A., 2014, Computer Vision – ECCV 2014. ECCV 2014. Lecture Notes in Computer Science. Switzerland: SpringerLink, Vol. 8695. p. 63-78

Research output: Chapter in Book/Conference paperConference paper

Spectral resolution
Optical resolving power
Image resolution
Imaging systems
Hardware
11 Citations (Scopus)

SUnGP: A greedy sparse approximation algorithm for hyperspectral unmixing

Akhtar, N., Shafait, F. & Mian, A., 2014, Proceedings - International Conference on Pattern Recognition. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 3726-3731

Research output: Chapter in Book/Conference paperConference paper

Approximation algorithms
Pixels
Remote sensing
Personnel
Sensors
1 Citation (Scopus)

Unsupervised iterative manifold alignment via local feature histograms

Fan, K., Mian, A., Liu, W. & Li, L., 2014, 2014 IEEE Winter Conference on Applications of Computer Vision (WACV). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 572-579

Research output: Chapter in Book/Conference paperConference paper

Proteins
2013
155 Downloads (Pure)

3D face recognition using topographic high-order derivatives

Cheraghian, A., Hajati, F., Mian, A., Yongsheng, G. & Gheisari, S., 2013, Proceedings of 20th IEEE International Conference on Image Processing (ICIP), 2013. Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 3705-3709

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
Face recognition
Derivatives
Topography
11 Citations (Scopus)
233 Downloads (Pure)

A Compact Discriminative Representation for Efficient Image-set Classification with Application to Biometric Recognition

Uzair, M., Mahmood, A., Mian, A. & Mcdonald, C., Jun 2013, Proceedings of the 2013 International Conference on Biometrics (ICB). Madrid, Spain: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
Biometrics
Covariance matrix
Discriminant analysis
Face recognition
Decomposition
48 Citations (Scopus)

A review of techniques for the identification and measurement of fish in underwater stereo-video image sequences

Shortis, M. R., Ravanbakhsh, M., Shafait, F., Harvey, E., Mian, A., Seager, J. W., Culverhouse, P. F., Cline, D. E. & Edgington, D. R., 2013, Proceedings of SPIE, Videometrics, Range Imging, and Applications XII; and automated Visual Inspection. United States: S P I E - International Society for Optical Engineering, Vol. 8791. p. 8791 0G 1 - 10

Research output: Chapter in Book/Conference paperConference paper

13 Citations (Scopus)
175 Downloads (Pure)

Biologically significant facial landmarks: How significant are they for gender classification?

Gilani, S., Shafait, F. & Mian, A., 2013, 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 96-103 8 p. 10.1109/DICTA.2013.6691488

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
Human computer interaction
Feature extraction
Experiments
7 Citations (Scopus)

Biometric Security Application for Person Authentication Using Retinal Vessel Feature

Hussain, A., Bhuiyan, A., Mian, A. & Ramamohanarao, K., 2013, 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 306-313

Research output: Chapter in Book/Conference paperConference paper

Biometrics
Authentication
Blood vessels
Security of data
Information retrieval
220 Downloads (Pure)

Derivative Variation Pattern for Illumination-Invariant Image Representation

Tavakolian, M., Hajati, F., Mian, A., Gao, Y. & Gheisari, S., Sep 2013, Proceedings of 20th IEEE International Conference on Image Processing (ICIP), 2013. Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 4210-4214

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
Lighting
Palmprint recognition
Derivatives
Face recognition
Pixels
39 Citations (Scopus)

Hyperspectral Face Recognition using 3D-DCT and Partial Least Squares

Uzair, M., Mahmood, A. & Mian, A., 2013, Proceedings of the British Machine Vision Conference 2013. Bristol, UK: BMVA, Vol. 1. p. 10pp

Research output: Chapter in Book/Conference paperConference paper

Open Access
Discrete cosine transforms
Face recognition
Feature extraction
22 Citations (Scopus)

Hyperspectral imaging for ink mismatch detection

Khan, Z., Shafait, F. & Mian, A., 2013, Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 877-881

Research output: Chapter in Book/Conference paperConference paper

detection
ink
visible spectrum
segmentation
document
17 Citations (Scopus)
291 Downloads (Pure)

Periocular biometric recognition using image sets

Uzair, M., Mahmood, A., Mian, A. & Mcdonald, C., Jan 2013, 2013 IEEE Workshop on Applications of Computer Vision (WACV). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 246-251

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
Image recognition
Biometrics
Image resolution