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• 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 paper › Conference paper

  • Labels
  • Data acquisition
  • Tuning
  • Neural networks
  • Experiments
  93 Citations (Scopus)

• 3D Face Recognition

  Mian, A. & Pears, N., 2012, 3D Imaging, Analysis and Applications. Pears, N., Liu, Y. & Bunting, P. (eds.). UK: Springer, p. 311-366

  Research output: Chapter in Book/Conference paper › Chapter

  • Face recognition
  • Lighting
  • Invariance
  • Textures
  • Computer simulation

• 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 paper › Conference paper

  Open Access

  File

  • Face recognition
  • Derivatives
  • Topography
  285 Downloads (Pure)

• 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 paper › Conference paper

  Open Access

  • Lighting
  • Cameras
  • Geometry
  1 Citation (Scopus)

• A broad autism phenotype expressed in facial morphology

  Tan, D. W., Maybery, M. T., Gilani, S. Z., Alvares, G. A., Mian, A., Suter, D. & Whitehouse, A. J. O., 1 Dec 2020, In : Translational Psychiatry. 10, 1, 7.

  Research output: Contribution to journal › Article

  Open Access

  • Masculinity
  • Autistic Disorder
  • Siblings
  • Phenotype
  • Photogrammetry

• Accuracy of maxillary repositioning surgery using CAD/CAM customized surgical guides and fixation plates

  Wong, A., Goonewardene, M. S., Allan, B. P., Mian, A. S. & Rea, A., 9 Sep 2020, In : International Journal of Oral and Maxillofacial Surgery.

  Research output: Contribution to journal › Article

  • Computer-Aided Design
  • Titanium
  • Maxilla
  • Maxillary Osteotomy
  • Yaws

• 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 journal › Article

  Open Access

  • mandible (bone)
  • surgery
  • jaws
  • teeth
  • methodology
  1 Citation (Scopus)

• 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 paper › Conference paper

  Open Access

  File

  • Covariance matrix
  • Biometrics
  • Discriminant analysis
  • Face recognition
  • Decomposition
  12 Citations (Scopus)

  423 Downloads (Pure)

• Adversarial Attack on Skeleton-Based Human Action Recognition

  Liu, J., Akhtar, N. & Mian, A., 22 Dec 2020, In : IEEE Transactions on Neural Networks and Learning Systems.

  Research output: Contribution to journal › Article

  • Deep learning
  • Computer graphics

• Anchored vertex exploration for community engagement in social networks

  Cai, T., Li, J., Hasan Haldar, N. A., Mian, A., Yearwood, J. & Sellis, T., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE, Institute of Electrical and Electronics Engineers, p. 409-420 12 p. 9101364. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

  Research output: Chapter in Book/Conference paper › Conference paper

  • Costs
  • Experiments
  2 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 paper › Conference paper
  52 Citations (Scopus)

• Attack to Explain Deep Representation

  Jalwana, M. A. A. K., Akhtar, N., Bennamoun, M. & Mian, A., 2020, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 9540-9549 10 p., 9156888.

  Research output: Contribution to journal › Conference article

  • Labels
  • Classifiers
  • Deep learning
  • Casting
  • Demonstrations
  1 Citation (Scopus)

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

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

  Research output: Contribution to journal › Article

  • Fish
  • fish
  • detection
  • video
  • underwater environment
  22 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 paper › Conference paper

  • Discrete cosine transforms
  • Feature extraction
  • Classifiers
  • Experiments
  19 Citations (Scopus)

• Automatic fish detection in underwater videos by a deep neural network-based hybrid motion learning system

  Salman, A., Siddiqui, S. A., Shafait, F., Mian, A., Shortis, M. R., Khurshid, K., Ulges, A. & Schwanecke, U., 1 Jul 2020, In : ICES Journal of Marine Science. 77, 4, p. 1295-1307 13 p.

  Research output: Contribution to journal › Article

  • neural networks
  • video
  • learning
  • fish
  • detection
  17 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 journal › Article

  • neural networks
  • video
  • fish
  • computer vision
  • imagery
  55 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 journal › Article

  • Ink
  • Hyperspectral imaging
  • Cameras
  • Imaging systems
  • Imaging techniques
  32 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 paper › Conference paper

  • Optical resolving power
  • Image resolution
  • Hyperspectral imaging
  • Electric fuses
  • Glossaries
  118 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 journal › Article

  • Set theory
  • Neural networks
  • Variational techniques
  • Convolution
  • Image analysis
  16 Citations (Scopus)

• 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 paper › Conference paper

  Open Access

  File

  • Human computer interaction
  • Feature extraction
  • Experiments
  15 Citations (Scopus)

  440 Downloads (Pure)

• 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 paper › Conference paper

  • Biometrics
  • Authentication
  • Blood vessels
  • Security of data
  • Information retrieval
  9 Citations (Scopus)

• Brief Report: Facial Asymmetry and Autistic-Like Traits in the General Population

  Boutrus, M., Gilani, Z., Maybery, M. T., Alvares, G. A., Tan, D. W., Eastwood, P. R., Mian, A. & Whitehouse, A. J. O., 26 Aug 2020, In : Journal of Autism and Developmental Disorders.

  Research output: Contribution to journal › Article

  • Facial Asymmetry
  • Autistic Disorder
  • Population
  • Photogrammetry
  • Young Adult

• 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 paper › Conference paper

  • Palmprint recognition
  • Biometrics
  • Infrared radiation
  • Experiments

• 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 paper › Conference paper

  • Object recognition
  • Deep learning
  • Neurons
  • Chemical activation
  • Computer vision
  25 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 paper › Conference paper

  Open Access

  • Deep learning
  • Labels
  • Detectors
  • Classifiers
  • Discrete cosine transforms
  44 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 journal › Article

  • Face
  • Correspondence
  • Deformable Models
  • Morphing
  • Triangle
  27 Citations (Scopus)

• 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 paper › Conference paper

  Open Access

  File

  • Derivatives
  • Lighting
  • Palmprint recognition
  • Face recognition
  • Pixels
  285 Downloads (Pure)

• 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 journal › Article

  • Dictionary
  • Glossaries
  • Learning
  • Classifier
  • Atoms
  28 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 journal › Article
  32 Citations (Scopus)

• 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 journal › Editorial
  7 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 journal › Article
  11 Citations (Scopus)

• Face recognition using sparse approximated nearest points between image sets

  Hu, Y., Mian, A. & Owens, R., 15 Aug 2012, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 34, 10, p. 1992-2004

  Research output: Contribution to journal › Article

  • Face Recognition
  • Face recognition
  • Gradient methods
  • Tuning
  • Sparse Coding
  138 Citations (Scopus)

• Facial self similarity for sketch to photo matching

  Khan, Z., Hu, Y. & Mian, A., 2012, 2012 International Conference on Digital Image Computing Techniques and Applications. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-7

  Research output: Chapter in Book/Conference paper › Conference paper

  • Law enforcement
  6 Citations (Scopus)

• Facial soft tissue norms in caucasians using an innovative three-dimensional approach

  Ponnusamy, A., Goonewardene, M. S., Mian, A., Eastwood, P., Rea, A. & Islam, S., 2020, In : Australasian Orthodontic Journal. 36, 1, p. 45-54 10 p.

  Research output: Contribution to journal › Article

  • Orthodontics
  • Oral and Maxillofacial Surgeons
  • Orthodontists
  • Western Australia
  • Clinical Decision-Making

• Facial Soft Tissue Norms in Caucasians Using Innovative 3-Dimensional Approach

  Ponnusamy, A., Goonewardene, M., Mian, A., Eastwood, P., Rea, A. & Islam, S., May 2020, In : Australasian Orthodontic Journal. 36, 1, p. 45-54 11 p.

  Research output: Contribution to journal › Article

  • Orthodontics
  • Oral and Maxillofacial Surgeons
  • Orthodontists
  • Western Australia
  • Clinical Decision-Making

• Fish detection and species classification in underwater environments using deep learning with temporal information

  Jalal, A., Salman, A., Mian, A., Shortis, M. & Shafait, F., May 2020, In : Ecological Informatics. 57, 101088.

  Research output: Contribution to journal › Article

  • underwater environment
  • Fish
  • Deep learning
  • learning
  • Learning
  11 Citations (Scopus)

• Fish identification from videos captured in uncontrolled underwater environments

  Shafait, F., Mian, A., Shortis, M., Ghanem, B., Culverhouse, P. F., Edgington, D., Cline, D., Ravanbakhsh, M., Seager, J. & Harvey, E., 18 Jul 2016, In : ICES Journal of Marine Science. 73, 10, p. 2737-2746 10 p.

  Research output: Contribution to journal › Article

• 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 journal › Article

  • Fish
  • Deep learning
  • Limnology
  • Oceanography
  • Digital cameras
  48 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 journal › Article

  • pixel
  • Pixels
  • Stars
  • library
  • state of the art
  25 Citations (Scopus)

• 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 paper › Conference paper

  • Image resolution
  • Image fusion
  • Cameras
  • Computer hardware
  • Experiments
  24 Citations (Scopus)

  10 Downloads (Pure)

• Hierarchical sparse spectral clustering for image set classification

  Mahmood, A. & Mian, A., 2012, Proceedings of the British Machine Vision Conference 2012. UK: BMVA Press, Vol. 1. p. 1-11

  Research output: Chapter in Book/Conference paper › Conference paper

  Open Access

  • Atoms
  • Labels
  • Glossaries
  • Set theory
  • Directed graphs
  5 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 journal › Article

  • Action Recognition
  • Descriptors
  • Histogram
  • Principal Components
  • Eigenvalues and eigenfunctions
  86 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 paper › Conference paper

  • Social Networks
  • Gages
  • Diffusion Model
  • Query
  • Interaction
  7 Citations (Scopus)

• 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 paper › Conference paper

• 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 paper › Conference paper

  Open Access

  • Discrete cosine transforms
  • Face recognition
  • Feature extraction
  • Hyperspectral imaging
  53 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 journal › Article

  • Information fusion
  • Face recognition
  • Hyperspectral imaging
  • Infrared radiation
  • Signal to noise ratio
  86 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 paper › Conference paper

  • Hyperspectral imaging
  • Ink
  27 Citations (Scopus)

• Hyperspectral recovery from RGB images using Gaussian Processes

  Akhtar, N. & Mian, A. S., Jan 2020, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 42, 1, p. 100-113 15 p.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Gaussian Process
  • Recovery
  • Patch
  • Spectrality
  • Reflectance
  16 Citations (Scopus)

  196 Downloads (Pure)

• Hyperspectral video restoration using optical flow and sparse coding

  Mian, A. & Hartley, R., 7 May 2012, In : Optics Express. 20, 10, p. 10658 - 10673

  Research output: Contribution to journal › Article

  Open Access

  • dictionaries
  • restoration
  • coding
  • registers
  • temporal resolution
  19 Citations (Scopus)

• Image set based face recognition using self-regularized non-negative coding and adaptive distance metric learning

  Mian, A., Hu, Y., Hartley, R. I. & Owens, R., 9 Oct 2013, In : IEEE Transactions on Image Processing. 22, 12, p. 5252-5262

  Research output: Contribution to journal › Article

  • Face recognition
  • Gradient methods
  • Convex optimization
  • Pixels
  • Experiments
  39 Citations (Scopus)