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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)

  151 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)

  777 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
  232 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
• 2016

  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
  89 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 paper › Conference paper

  • Object recognition
  • Deep learning
  • Neurons
  • Chemical activation
  • Computer vision
  23 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 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
  31 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
  45 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)

• 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
  83 Citations (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 paper › Conference paper

  • Neural networks
  • Chemical activation
  • Agglomeration
  • Computer vision
  • Experiments
  2 Citations (Scopus)

• Predicting OSA severity from 3-Dimensional craniofacial photography

  Walsh, J., Jayaraman, U., Finlay-Jones, S., Mcardle, N., Hillman, D., Gilani, S. Z., Mian, A. & Eastwood, P., 2016, p. 46-47. 2 p.

  Research output: Contribution to conference › Abstract
  7 Citations (Scopus)

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

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

  Research output: Contribution to journal › Article

  • Fish
  • video
  • fish
  • detection
  • marine technology
  16 Citations (Scopus)