Find Research Outputs

Search results

• 2017

  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
  80 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)

• Unsupervised manifold alignment using soft-assign technique

  Fan, K., Mian, A., Liu, W. & Li, L., 2016, In : Machine Vision and Applications. 27, 6, p. 929-942 14 p.

  Research output: Contribution to journal › Article

  • Proteins
  • Lighting
  3 Citations (Scopus)

• Using hyperspectral imaging to characterize consistency of coffee brands and their respective roasting classes

  Nansen, C., Singh, K., Mian, A., Allison, B. J. & Simmons, C. W., Dec 2016, In : Journal of Food Engineering. 190, p. 34-39

  Research output: Contribution to journal › Article

  • roasting
  • Coffee
  • beverages
  • image analysis
  • coffee beans
  20 Citations (Scopus)
• 2015

  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
  19 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
  18 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
  30 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
  112 Citations (Scopus)

• 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

• 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
  9 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
  23 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 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
  81 Citations (Scopus)

• Increased susceptibility to aphids of flowering wheat plants exposed to low temperatures

  Lacoste, C., Nansen, C., Thompson, S., Moir-Barnetson, L., Mian, A., Mcnee, M. & Flower, K., 2015, In : Environmental Entomology. 44, 3, p. 610-618

  Research output: Contribution to journal › Article

  • flowering
  • Aphididae
  • wheat
  • Hemiptera
  • temperature
  7 Citations (Scopus)

• Is spectral reflectance of the face a reliable biometric?

  Uzair, M., Mahmood, A., Shafait, F., Nansen, C. & Mian, A., 2015, In : Optics Express. 23, 12, p. 15160-15173

  Research output: Contribution to journal › Article

  Open Access

  • biometrics
  • spectral reflectance
  • classifiers
  • viability
  • spectrometers
  16 Citations (Scopus)

• Joint Group Sparse PCA for Compressed Hyperspectral Imaging

  Khan, Z., Shafait, F. & Mian, A., Dec 2015, In : IEEE Transactions on Image Processing. 24, 12, p. 4934-4942 9 p.

  Research output: Contribution to journal › Article

  • Hyperspectral imaging
  • Principal component analysis
  • Compressed sensing
  • Face recognition
  • Structural integrity
  33 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 paper › Conference paper

  • Cameras
  • Trajectories
  • Unsupervised learning
  • Labels
  • Testing
  82 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 paper › Conference paper
  9 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 paper › Conference paper
  15 Citations (Scopus)

• Periocular region-based person identification in the visible, infrared and hyperspectral imagery

  Uzair, M., Mahmood, A., Mian, A. & Mcdonald, C., 3 Feb 2015, In : Neurocomputing. 149, Part B, p. 854-867

  Research output: Contribution to journal › Article

  Open Access

  File

  • Imagery (Psychotherapy)
  • Infrared radiation
  • Fusion reactions
  • Facial Recognition
  • Criminals
  18 Citations (Scopus)

  457 Downloads (Pure)

• Prenatal testosterone exposure is related to sexually dimorphic facial morphology in adulthood

  Whitehouse, A., Gilani, Z., Shafait, F., Mian, A., Tan, D., Maybery, M., Keelan, J., Hart, R., Handelsman, D. J., Goonawardene, M. & Eastwood, P., 7 Oct 2015, In : Proceedings of the Royal Society B: Biological Sciences. 282, 1816, p. 1-9 9 p.

  Research output: Contribution to journal › Article

  Open Access

  File

  • testosterone
  • adulthood
  • Testosterone
  • exposure
  • Femininity
  77 Citations (Scopus)

  844 Downloads (Pure)

• Sexually dimorphic facial features vary according to level of autistic-like traits in the general population

  Gilani, Z., Tan, D., Russell-Smith, S., Maybery, M., Mian, A., Eastwood, P., Shafait, F., Goonewardene, M. & Whitehouse, A., 15 Apr 2015, In : Journal of Neurodevelopmental Disorders. 7, 14, p. 1-10

  Research output: Contribution to journal › Article

  Open Access

  • Autism Spectrum Disorder
  • Population
  • Young Adult
  • Masculinity
  • Discriminant Analysis
  9 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 paper › Conference paper

  Open Access

  • Seed
  • Textures
  • Set theory
  38 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 paper › Conference paper
  4 Citations (Scopus)

• 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 paper › Conference paper
• 2013

  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
  269 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 paper › Conference paper

  Open Access

  File

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

  387 Downloads (Pure)

• 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
  51 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)

  424 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)

• 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
  270 Downloads (Pure)

• 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
  51 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)

• 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
  36 Citations (Scopus)