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• 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
  49 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
  14 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
  39 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
  23 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
  4 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
  10 Citations (Scopus)

  108 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
  84 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
  39 Citations (Scopus)

  727 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
  15 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
  14 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
  188 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
  269 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
  27 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
  23 Citations (Scopus)

  495 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
  14 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
  12 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
  12 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)

• 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 paper › Conference paper

  Open Access

  File
  618 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 journal › Article

  Open Access

  File
  14 Citations (Scopus)

  671 Downloads (Pure)

• Regularization techniques for high-dimensional data analysis

  Lu, J., Peng, X., Deng, W. & Mian, A., 1 Apr 2017, In : Image and Vision Computing. 60, p. 1-3 3 p.

  Research output: Contribution to journal › Editorial
  1 Citation (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 journal › Article

  • Textures
  • Topography
  • Derivatives
  • Fusion reactions
  • Feature extraction
  8 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 journal › Article
  15 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 paper › Conference paper

  • Classifiers
  • Cameras
  • Trajectories
  5 Citations (Scopus)
• 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
  86 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
  78 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)

• 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 journal › Article

  Open Access

  File

  • Solar System
  • Eye
  • Reproducibility of Results
  • Cohort Studies
  • Pregnancy
  4 Citations (Scopus)

  254 Downloads (Pure)

• 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 journal › Article

  • Deep learning
  • Machine learning
  • Set theory
  • Data structures
  • Experiments
  15 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 journal › Article

  • Facial Recognition
  • Face recognition
  • Color
  • Databases
  • Sensors
  14 Citations (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 paper › Conference paper

  • Face recognition
  • Seed
  2 Citations (Scopus)