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• 2020

  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

• Adversarial Attack on Skeleton-Based Human Action Recognition

  Liu, J., Akhtar, N. & Mian, A., 2020, (Accepted/In press) 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
  1 Citation (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)

• 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
  15 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

• 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
  8 Citations (Scopus)

• Octree Guided CNN With Spherical Kernels for 3D Point Clouds

  Lei, H., Akhtar, N. & Mian, A., 9 Jan 2020, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 9623-9632 156730

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

  • Network architecture
  • Invariance
  • Neurons
  • Machine learning
  • Neural networks
  16 Citations (Scopus)

• Orthogonal Deep Models as Defense against Black-Box Attacks

  Jalwana, M. A. A. K., Akhtar, N., Bennamoun, M. & Mian, A., 2020, In : IEEE Access. 8, p. 119744-119757 14 p., 9129688.

  Research output: Contribution to journal › Article

  Open Access

  • Deep learning
  • Computer vision

• Point attention network for semantic segmentation of 3D point clouds

  Feng, M., Zhang, L., Lin, X., Gilani, S. Z. & Mian, A., Nov 2020, In : Pattern Recognition. 107, 107446.

  Research output: Contribution to journal › Article

  • Convolution
  • Semantics
  • Labels
  • Neural networks
  • Experiments
  2 Citations (Scopus)

• Predicting sleep apnea from three-dimensional face photography

  Eastwood, P., Gilani, S. Z., McArdle, N., Hillman, D., Walsh, J., Maddison, K., Goonewardene, M. & Mian, A., 15 Apr 2020, In : Journal of clinical sleep medicine. 16, 4, p. 493-502 10 p.

  Research output: Contribution to journal › Article

  • Photography
  • Sleep Apnea Syndromes
  • Obstructive Sleep Apnea
  • Apnea
  • Anatomy
  2 Citations (Scopus)

• SEGGCN: Efficient 3D point cloud segmentation with fuzzy spherical kernel

  Lei, H., Akhtar, N. & Mian, A., 2020, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 11608-11617 10 p., 9157177.

  Research output: Contribution to journal › Conference article

  • Convolution
  • Fuzzy clustering
  • Bins
  • Boundary conditions
  • Experiments
  3 Citations (Scopus)

• Self-supervised learning to detect key frames in videos

  Yan, X., Gilani, S. Z., Feng, M., Zhang, L., Qin, H. & Mian, A., 1 Dec 2020, In : Sensors (Switzerland). 20, 23, p. 1-18 18 p., 6941.

  Research output: Contribution to journal › Article

  Open Access

  • learning
  • Supervised learning
  • Labeling
  • Learning
  • Recognition (Psychology)

• Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking

  Sun, S., Akhtar, N., Song, X., Song, H., Mian, A. & Shah, M., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science + Business Media, p. 626-643 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12369 LNCS).

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

  • Object Tracking
  • Detector
  • Detectors
  • Network Modeling
  • Motion

• Small Object Augmentation of Urban Scenes for Real-Time Semantic Segmentation

  Yang, Z., Yu, H., Feng, M., Sun, W., Lin, X., Sun, M., Mao, Z. H. & Mian, A., 2020, In : IEEE Transactions on Image Processing. 29, p. 5175-5190 16 p., 9040271.

  Research output: Contribution to journal › Article

  • Semantics
  • Deep learning
  2 Citations (Scopus)

• Special issue on Advanced Machine Vision: Preface by the guest editors

  Puttemans, S., Goedemé, T., Mian, A., Moeslund, T. B. & Gade, R., 1 Mar 2020, In : Machine Vision and Applications. 31, 3, 14.

  Research output: Contribution to journal › Editorial

  Open Access

  • Computer vision

• Structural similarity loss for learning to fuse multi-focus images

  Yan, X., Gilani, S. Z., Qin, H. & Mian, A., 20 Nov 2020, In : Sensors (Switzerland). 20, 22, p. 1-17 17 p., 6647.

  Research output: Contribution to journal › Article

  Open Access

  • fuses
  • learning
  • Benchmarking
  • Electric fuses
  • Learning

• Three-dimensional assessment of facial asymmetry using dense correspondence, symmetry, and midline analysis

  Lum, V., Goonewardene, M. S., Mian, A. & Eastwood, P., 12 May 2020, In : American Journal of Orthodontics and Dentofacial Orthopedics.

  Research output: Contribution to journal › Article

  • Facial Asymmetry
  • European Continental Ancestry Group
  • Color
  • Young Adult
• 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 paper › Conference paper

  Open Access

  • Lighting
  • Cameras
  • Geometry
  1 Citation (Scopus)

• 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)

• 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
  50 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)

• 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
  40 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
  25 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
  6 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)

• Hyperspectral recovery from RGB images using Gaussian Processes

  Akhtar, N. & Mian, A. S., 4 Oct 2018, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 15 p.

  Research output: Contribution to journal › Article

  Open Access

  File

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

  155 Downloads (Pure)

• 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 journal › Article

  • Action Recognition
  • Knowledge Transfer
  • Learning
  • Human
  • Model
  86 Citations (Scopus)

• 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 paper › Conference paper

  Open Access

  File

  • Face recognition
  • Deep learning
  • Merging
  • Tuning
  • Testing
  42 Citations (Scopus)

  782 Downloads (Pure)

• Nonparametric Coupled Bayesian Dictionary and Classifier Learning for Hyperspectral Classification

  Akhtar, N. & Mian, A., Sep 2018, In : IEEE Transactions on Neural Networks and Learning Systems. 29, 9, p. 4038-4050 8057599.

  Research output: Contribution to journal › Article

  • Glossaries
  • Classifiers
  • Atoms
  • Labels
  • Probability distributions
  18 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 journal › Article

  Open Access

  • Biomechanics
  • Trajectories
  21 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 publication › Article
  15 Citations (Scopus)

• Spherical Convolutional Neural Network for 3D Point Clouds

  Lei, H., Akhtar, N. & Mian, A., 21 May 2018, arXiv preprint 10 p.

  Research output: Contribution to specialist publication › Article

  File

  • Neural networks
  • Invariance
  • Convolution
  • Network architecture
  • Neurons
  236 Downloads (Pure)

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

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

  Research output: Contribution to journal › Article

  Open Access

  • Deep learning
  • Computer vision
  • Direction compound
  • Deep neural networks
  • Autonomous vehicles
  288 Citations (Scopus)

• 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 journal › Article

  Open Access

  • Glossaries
  • Cameras
  • Labels
  • Trajectories
  • Neural networks
  3 Citations (Scopus)

• Viewpoint Invariant RGB-D Human Action Recognition

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

  Research output: Contribution to journal › Article

  Open Access

  • Classifiers
  • Cameras
  • Trajectories
• 2017

  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 paper › Conference paper

  • Hyperspectral imaging
  • Pixels
  • Ink
  • Color
  3 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 journal › Article

  • Biometrics
  • Authentication
  • Blood vessels
  • Color
  • Computer simulation
  6 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 journal › Article

  • Machine learning
  • Classifiers
  • Testing
  • Experiments
  29 Citations (Scopus)

• Deep, dense and accurate 3D face correspondence for generating population specific deformable models

  Gilani, Z., Mian, A. & Eastwood, P., Sep 2017, In : Pattern Recognition. 69, p. 238-250

  Research output: Contribution to journal › Article

  Open Access

  File

  • Set theory
  24 Citations (Scopus)

  515 Downloads (Pure)

• 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 journal › Article

  • Face recognition
  • Derivatives
  • Textures
  • video
  • coding
  15 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 journal › Article

  • Object-oriented databases
  • Labels
  • Experiments
  38 Citations (Scopus)

• Guest Editorial: Language in Vision

  Yan, Y., Lu, J., Mian, A., Ross, A., Murino, V. & Horaud, R., 1 Oct 2017, In : Computer Vision and Image Understanding. 163, p. 1-2 2 p.

  Research output: Contribution to journal › Editorial

• Hypermasculinised facial morphology in boys and girls with Autism Spectrum Disorder and its association with symptomatology

  Tan, D. W., Gilani, S. Z., Maybery, M. T., Mian, A., Hunt, A., Walters, M. & Whitehouse, A. J. O., 24 Aug 2017, In : Scientific Reports. 7, 1, 9348.

  Research output: Contribution to journal › Article

  Open Access

  • Masculinity
  • Autism Spectrum Disorder
  • Photogrammetry
  • Communication
  • Femininity
  9 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 paper › Conference paper

  • Glossaries
  • Classifiers
  • Atoms
  • Labels
  • Object recognition
  13 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 journal › Article

  • Object recognition
  • Learning
  • Semantics
  • Modality
  • Autonomous Navigation
  13 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 paper › Conference paper

  Open Access

  • Fast Fourier transforms
  • Time series
  • Experiments
  15 Citations (Scopus)