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• 2012

  A 3D Audio-visual Corpus for Speech Recognition

  Sui, C., Haque, S., Togneri, R. & Bennamoun, M., 2012, Proceedings of the 14th Australasian International Conference on Speech Science and Technology. Australia: Australasian Speech Science and Technology Association Inc, Vol. 14. p. 125-128

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

• A Model-based Approach to Speaker Identification using Class-specific Dictionaries

  Naseem, I., Togneri, R. & Bennamoun, M., 2012, Proceedings of the 14th Australasian International Conference on Speech Science and Technology. Australia: Australasian Speech Science and Technology Association Inc, Vol. 14. p. 57-60

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

• A Novel Approach to Calculate Body Segments Inertial Parameters from DXA and 3D Scanners Data

  Mourao Rossi, M., El-Sallam Abd, A., Benjanuvatra, N., Lyttle, A., Blanksby, B. & Bennamoun, M., 2012, Proceedings of the 4th International Conference on Computational Methods (ICCM2012). Australia: ICCM, Vol. 1. p. 1-9

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

• A review of Recent Advances in 3D ear and Expression Invariant Face Biometrics

  Islam, S., Bennamoun, M., Owens, R. & Davies, R., 2012, In : ACM Computing Surveys. 44, 3, p. 1-40 14.

  Research output: Contribution to journal › Article
  22 Citations (Scopus)

  12 Downloads (Pure)

• A structured template based 3D face recognition approach

  Lei, Y., Bennamoun, M. & El-Sallam Abd, A., 2012, Proceedings of the 27th Conference on Image and Vision Computing New Zealand. USA: Association for Computing Machinery (ACM), Vol. 1. p. 61-66

  Research output: Chapter in Book/Conference paper › Conference paper
  1 Citation (Scopus)

• Discrimination comparison between audio and visual features

  Sui, C., Togneri, R., Haque, S. & Bennamoun, M., 2012, 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR 2012). USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 1609-1612

  Research output: Chapter in Book/Conference paper › Conference paper
  5 Citations (Scopus)

• Evaluation of Spatiotemporal Detectors and Descriptors for Facial Expression Recognition

  Hayat, M., Bennamoun, M. & El-Sallam Abd, A., 2012, Proceedings of the 5th International Conference on Human System Interaction. Australia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 43-47

  Research output: Chapter in Book/Conference paper › Conference paper
  9 Citations (Scopus)

• Freestyle swimming: an insight into propulsive and resistive mechanisms

  Honda, K. E., Keys, M., Lyttle, A., Alderson, J., Bennamoun, M. & El-Sallam Abd, A., 2012, ISBS - Conference Proceedings. Australia: International Society of Biomechanics in Sports, Vol. 1. p. 96-99

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

• Fully Automatic Face Recognition from 3D Videos

  Hayat, M., Bennamoun, M. & El-Sallam Abd, A., 2012, Proceedings of the 21st International Conference on Pattern Recognition. Japan: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1415-1418

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

  5 Citations (Scopus)

• Nature-inspired techniques in the context of fraud detection

  Behdad, M., Barone, L., Bennamoun, M. & French, T., 2012, In : IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews. 42, 6, p. 1273 - 1290

  Research output: Contribution to journal › Article
  38 Citations (Scopus)

• Novel low level local features for 3D expression invariant face recognition

  Hayat, M., Bennamoun, M., Lei, Y. & El-Sallam Abd, A., 2012, 12th International Conference on Control, Automation, Robotics & Vision. United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 194-198

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

• On principal component analysis for high-dimensional XCSR

  Behdad, M., French, T., Barone, L. & Bennamoun, M., 2012, In : Evolutionary Intelligence. 5, p. 129-138

  Research output: Contribution to journal › Article
  5 Citations (Scopus)

• Ontology Learning from Text: A look back and into the future

  Wong, W. Y., Liu, W. & Bennamoun, M., 2012, In : ACM Computing Surveys. 44, 4, p. 1-36

  Research output: Contribution to journal › Article
  221 Citations (Scopus)

• On XCSR for electronic fraud detection

  Behdad, M., Barone, L., French, T. & Bennamoun, M., 2012, In : Evolutionary Intelligence. 5, p. 139-150

  Research output: Contribution to journal › Article
  11 Citations (Scopus)

• Robust regression for face recognition

  Naseem, I., Togneri, R. & Bennamoun, M., 2012, In : Pattern Recognition. 45, 1, p. 104-118

  Research output: Contribution to journal › Article

  • Linear regression
  • Face recognition
  • Lighting
  • Pixels
  • Speckle
  103 Citations (Scopus)

• Sliding-Window Designs for Vertex-based Shape Coding

  Sohel, F., Karmakar, G. C., Dooley, L. S. & Bennamoun, M., 2012, In : IEEE Transactions on Multimedia. 14, 3, p. 683-692

  Research output: Contribution to journal › Article

  7 Citations (Scopus)

• Spatially optimized data-level fusion of texture and shape for face recognition

  Al-Osaimi, F. R., Bennamoun, M. & Mian, A., 11 Aug 2012, In : IEEE Transactions on Image Processing. 21, 2, p. 859-872

  Research output: Contribution to journal › Article

  • Face recognition
  • Fusion reactions
  • Textures
  • Lighting
  • Pixels
  46 Citations (Scopus)
• 2014

  3-D face recognition using curvelet local features

  Elaiwat, S., Bennamoun, M., Boussaïd, F. & El-Sallam, A., Feb 2014, In : IEEE Signal Processing Letters. 21, 2, p. 172-175 4 p.

  Research output: Contribution to journal › Article

  • Face Recognition
  • Curvelet
  • Local Features
  • Facial Expression
  • 3D
  41 Citations (Scopus)

• 3D object recognition in cluttered scenes with local surface features: A survey

  Guo, Y., Bennamoun, M., Sohel, F., Lu, M. & Wan, J., 1 Nov 2014, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 11, p. 2270-2287 18 p.

  Research output: Contribution to journal › Article

  • 3D Object Recognition
  • Object recognition
  • Local Features
  • Occlusion
  • Clutter
  358 Citations (Scopus)

  12 Downloads (Pure)

• A benchmark 3D fingerprint database

  Zhou, W., Hu, J., Petersen, I. R., Wang, S. & Bennamoun, M., 2014, 2014 11th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2014. IEEE, Institute of Electrical and Electronics Engineers, p. 935-940

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

  • Biometrics
  • Law enforcement
  11 Citations (Scopus)

• A model-free approach for the segmentation of unknown objects

  Asif, U., Bennamoun, M. & Sohel, F., 2014, IEEE/RSJ International Conference on Intelligent Robots and Systems. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 4914-4921

  Research output: Chapter in Book/Conference paper › Conference paper
  8 Citations (Scopus)

• An accurate and robust range image registration algorithm for 3D object modeling

  Guo, Y., Sohel, F., Bennamoun, M., Wan, J. & Lu, M., Aug 2014, In : IEEE Transactions on Multimedia. 16, 5, p. 1377-1390

  Research output: Contribution to journal › Article

  • Image registration
  • Seed
  • Statistics
  • Set theory
  96 Citations (Scopus)

• An automatic framework for textured 3D video-based facial expression recognition

  Hayat, M. & Bennamoun, M., Jul 2014, In : IEEE Transactions on Affective Computing. 5, 3, p. 301-313

  Research output: Contribution to journal › Article

  • Hilbert spaces
  • Clustering algorithms
  • Fusion reactions
  30 Citations (Scopus)

  10 Downloads (Pure)

• An efficient 3D face recognition approach using local geometrical signatures

  Lei, Y., Bennamoun, M., Hayat, M. & Guo, Y., Feb 2014, In : Pattern Recognition. 47, 2, p. 509-524 16 p.

  Research output: Contribution to journal › Article

  • Face recognition
  • Experiments
  • Computational efficiency
  • Principal component analysis
  • Support vector machines
  76 Citations (Scopus)

  10 Downloads (Pure)

• Automatic Feature Learning for Robust Shadow Detection

  Khan, S. H., Bennamoun, M., Sohel, F. & Togneri, R., 2014, IEEE Conference on Computer Vision and Pattern Recognition. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1939-1946

  Research output: Chapter in Book/Conference paper › Conference paper
  69 Citations (Scopus)

• Confidence-based rank-level fusion for audio-visual person identification system

  Alam, M. R., Bennamoun, M., Togneri, R. & Sohel, F., 2014, Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods. Scitepress, Vol. -. p. 608-615

  Research output: Chapter in Book/Conference paper › Conference paper
  3 Citations (Scopus)

• Fingerprint indexing based on combination of novel minutiae triplet features

  Zhou, W., Hu, J., Wang, S., Petersen, I. R. & Bennamoun, M., 2014, Lecture Notes in Computer Science: Network and System Security. Au, M. H., Carminati, B. & Kuo, C-C. J. (eds.). Springer International Publishing Switzerland, Vol. 8792. p. 377-388

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

  • Experiments
  10 Citations (Scopus)

• Geometry Driven Semantic Labeling of Indoor Scenes

  Khan, S., Bennamoun, M., Sohel, F. & Togneri, R., 2014, European Conference on Computer Vision. Online: Springer, Vol. 8689 LNCS. p. 679-694

  Research output: Chapter in Book/Conference paper › Conference paper
  34 Citations (Scopus)

• Learning non-linear reconstruction models for image set classification

  Hayat, M., Bennamoun, M. & An, S., 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1915-1922

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

  • Face recognition
  • Deep learning
  58 Citations (Scopus)

• Model-free segmentation and grasp selection of unknown stacked objects

  Asif, U., Bennamoun, M. & Sohel, F., 2014, Computer Vision – ECCV 2014. ECCV 2014. Lecture Notes in Computer Science. Switzerland: Springer, Vol. 8693 LNCS. p. 659-674

  Research output: Chapter in Book/Conference paper › Conference paper
  5 Citations (Scopus)

• Performance evaluation of 3D local surface descriptors for low and high resolution range image registration

  Shah, S. A. A., Bennamoun, M. & Boussaïd, F., 2014, 2014 International Conference on Digital Image Computing: Techniques and Applications (DICTA). IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 1-7

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

  • Image registration
  • Sensors
  • Costs
  • Experiments
  12 Citations (Scopus)

• Performance evaluation of large 3D fingerprint databases

  Zhou, W., Hu, J., Wang, S., Petersen, I. & Bennamoun, M., 2014, In : Electronics Letters. 50, 15, p. 1060-1061

  Research output: Contribution to journal › Article

  • Biometrics
  • Sensors
  • Experiments
  7 Citations (Scopus)

• Precision of Digital Prosthodontic Planning for Oral Rehabilitation

  Abduo, J., Bennamoun, M., Tennant, M. & Mcgeachie, J., 2014, In : British Journal of Applied Science & Technology. 4, 27, p. 3915-3929

  Research output: Contribution to journal › Article

• Reverse training: An efficient approach for image set classification

  Hayat, M., Bennamoun, M. & An, S., 2014, Computer Vision – ECCV 2014. ECCV 2014. Lecture Notes in Computer Science. Switzerland: Springer, Vol. 8694 LNCS. p. 784-799

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

  • Classifiers
  • Object recognition
  • Face recognition
  • Set theory
  • Experiments
  15 Citations (Scopus)

  11 Downloads (Pure)

• Trends in computer-aided manufacturing in prosthodontics: A review of the available streams

  Abduo, J., Lyons, K. M. & Bennamoun, M., 2014, In : International Journal of Dentistry. 2014, p. 1-15

  Research output: Contribution to journal › Article

  Open Access

  • Computer-Aided Design
  • Prosthodontics
  • Prostheses and Implants
  • Bite Force
  • Technology
  81 Citations (Scopus)
• 2015

  A confidence-based late fusion framework for audio-visual biometric identification

  Alam, M., Bennamoun, M., Togneri, R. & Sohel, F., 15 Jan 2015, In : Pattern Recognition Letters. 52, p. 65-71

  Research output: Contribution to journal › Article

  Open Access

  File

  • Biometrics
  • Fusion reactions
  • Experiments
  21 Citations (Scopus)

  429 Downloads (Pure)

• A Curvelet-based approach for textured 3D face recognition

  Elaiwat, S., Bennamoun, M., Boussaïd, F. & El-Sallam Abd, A., Apr 2015, In : Pattern Recognition. 48, 4, p. 1235-1246

  Research output: Contribution to journal › Article

  • Face recognition
  • Frequency bands
  • Textures
  • Lighting
  • Detectors
  45 Citations (Scopus)

  11 Downloads (Pure)

• A deep neural network for audio-visual person recognition

  Alam, M. R., Bennamoun, M., Togneri, R. & Sohel, F., 2015, Biometrics Theory, Applications and Systems (BTAS), 2015 IEEE 7th International Conference . USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 1-6

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

  • Deep neural networks
  • Bayesian networks
  • Linear regression
  • Biometrics
  • Support vector machines
  6 Citations (Scopus)

• A low-cost implementation of a 360° vision distributed aperture system

  Peng, X., Bennamoun, M., Wang, Q., Ma, Q. & Xu, Z., 2015, In : IEEE Transactions on Circuits and Systems for Video Technology. 25, 2, p. 225-238

  Research output: Contribution to journal › Article

  • Cameras
  • Costs
  • Computer hardware
  • Personal computers
  • Graphics processing unit
  3 Citations (Scopus)

• An Integrated Framework for 3-D Modeling, Object Detection, and Pose Estimation From Point-Clouds

  Guo, Y., Bennamoun, M., Sohel, F., Lu, M. & Wan, J., Mar 2015, In : IEEE Transactions on Instrumentation and Measurement. 64, 3, p. 683-693 11 p.

  Research output: Contribution to journal › Article

  • 3D modeling
  • Object detection
  • clutter
  • computer vision
  • occlusion
  45 Citations (Scopus)

• A novel 3D vorticity based approach for automatic registration of low resolution range images

  Shah, S. A. A., Bennamoun, M. & Boussaid, F., Sep 2015, In : Pattern Recognition. 48, 9, p. 2859-2871

  Research output: Contribution to journal › Article

  Open Access

  File

  • Vorticity
  • Image registration
  21 Citations (Scopus)

  461 Downloads (Pure)

• A novel algorithm for efficient depth segmentation using low resolution (Kinect) images

  Shah, S. A., Bennamoun, M. & Boussaid, F., 2015, IEEE Conference on Industrial Electronics and Applications. Online: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 603-607

  Research output: Chapter in Book/Conference paper › Conference paper
  8 Citations (Scopus)

• A novel information theoretic approach to gene selection for cancer classification using microarray data

  Naseem, I., Togneri, R. & Bennamoun, M., 2015, In : Current Bioinformatics. 10, 4, p. 431-440

  Research output: Contribution to journal › Article

  • Cancer Classification
  • Gene Selection
  • Microarray Data
  • Microarrays
  • Neoplasm Genes

• A novel local surface feature for 3D object recognition under clutter and occlusion

  Guo, Y., Sohel, F., Bennamoun, M., Wan, J. & Lu, M., 1 Feb 2015, In : Information Sciences. 293, p. 196-213

  Research output: Contribution to journal › Article

  Open Access

  File

  • 3D Object Recognition
  • Occlusion
  • Clutter
  • Object recognition
  • Recognition Algorithm
  77 Citations (Scopus)

  486 Downloads (Pure)

• A Unified Framework for Brain Segmentation in MR Images

  Yazdani, S., Yusof, R., Karimian, A., Riazi, A. H. & Bennamoun, M., 2015, In : Computational and Mathematical Methods in Medicine. 2015, p. 829893

  Research output: Contribution to journal › Article

  8 Citations (Scopus)

• Automatic 3D Face Landmark Localization Based on 3D Vector Field Analysis

  Shah, S. A. A., Bennamoun, M. & Boussaid, F., 2015, 2015 International Conference on Image and Vision Computing New Zealand (IVCNZ). Auckland, NZ: Wiley-IEEE Press

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

  • Animation
  • Face recognition
  1 Citation (Scopus)

• Contractive Rectifier Networks for Nonlinear Maximum Margin Classification

  An, S., Hayat, M., Khan, S. H., Bennamoun, M., Boussaid, F. & Sohel, F., 2015, 2015 IEEE International Conference on Computer Vision (ICCV). Chile: IEEE, Institute of Electrical and Electronics Engineers, p. 2515-2523

  Research output: Chapter in Book/Conference paper › Conference paper
  4 Citations (Scopus)

• Deep reconstruction models for image set classification

  Hayat, M., Bennamoun, M. & An, S., Apr 2015, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 4, p. 713-727

  Research output: Contribution to journal › Article

  • Template
  • Video Surveillance
  • Face Recognition
  • Model
  • Boltzmann Machine
  123 Citations (Scopus)

  11 Downloads (Pure)

• Discriminative feature learning for efficient RGB-D object recognition

  Asif, U., Bennamoun, M. & Sohel, F., 2015, IEEE International Conference on Intelligent Robots and Systems. United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2015. p. 272-279

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

  • Object recognition
  • Sensors
  8 Citations (Scopus)

• Effect of prosthodontic planning on intercuspal occlusal contacts: Comparison of digital and conventional planning

  Abduo, J. T. J., Bennamoun, M., Tennant, M. & Mcgeachie, J., 2015, In : Computers in Biology and Medicine. 60, p. 143-150

  Research output: Contribution to journal › Article

  • Prosthodontics
  • Waxes
  • Planning
  • Tooth
  • Arches
  1 Citation (Scopus)