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Publications: Sohel, Ferdous

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Number of items: 82.

Journal Article

Wang, X., Sohel, F., Bennamoun, M., Guo, Y. and Lei, H. (2017) Scale space clustering evolution for salient region detection on 3D deformable shapes. Pattern Recognition Letters, 71 . pp. 414-427.

Studiawan, H., Payne, C. and Sohel, F. (2017) Graph clustering and anomaly detection of access control log for forensic purposes. Digital Investigation, 21 . pp. 76-87.

Khan, S.H., Hayat, M., Bennamoun, M., Sohel, F.A. and Togneri, R. (2017) Cost-Sensitive learning of deep feature representations from imbalanced data. IEEE Transactions on Neural Networks and Learning Systems . In Press.

Li, Y., Sohel, F., Bennamoun, M. and Lei, H. (2017) Discriminative feature learning and region consistency activation for robust scene labeling. Neurocomputing, 243 . pp. 174-186.

Asif, U., Bennamoun, M. and Sohel, F.A. (2017) RGB-D Object Recognition and Grasp Detection Using Hierarchical Cascaded Forests. IEEE Transactions on Robotics, 33 (3). pp. 547-564.

Ke, Q., An, S., Bennamoun, M., Sohel, F. and Boussaid, F. (2017) SkeletonNet: Mining Deep Part Features for 3-D Action Recognition. IEEE Signal Processing Letters, 24 (6). pp. 731-735.

Guo, Y., Lei, Y., Liu, L., Wang, Y., Bennamoun, M. and Sohel, F. (2016) EI3D: Expression-invariant 3D face recognition based on feature and shape matching. Pattern Recognition Letters, 83 (1). pp. 403-412.

Ke, Q., Bennamoun, M., An, S., Boussaid, F. and Sohel, F. (2016) Human interaction prediction using deep temporal features. Lecture Notes in Computer Science, 9914 . pp. 403-414.

Khan, S.H., Hayat, M., Bennamoun, M., Togneri, R. and Sohel, F.A. (2016) A discriminative representation of convolutional features for indoor scene recognition. IEEE Transactions on Image Processing, 25 (7). pp. 3372-3383.

Alam, M., Bennamoun, M., Togneri, R. and Sohel, F. (2016) A joint Deep Boltzmann Machine (jDBM) Model for Person Identification using Mobile Phone Data. IEEE Transactions on Multimedia, 19 (2). pp. 317-326.

Khan, S., Bennamoun, M., Sohel, F. and Togneri, R. (2015) Automatic shadow detection and removal from a single image. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38 (3). pp. 431-446.

Wang, X., Sohel, F., Bennamoun, M. and Lei, H. (2015) Binary descriptor based on heat diffusion for Non-rigid shape analysis. Lecture Notes in Computer Science, 9431 . pp. 751-761.

Alam, M., Bennamoun, M., Togneri, R. and Sohel, F. (2015) Deep Boltzmann machines for i-Vector based audio-visual person identification. Lecture Notes in Computer Science, 9431 . pp. 631-641.

Khan, S.H., Bennamoun, M., Sohel, F., Togneri, R. and Naseem, I. (2015) Integrating geometrical context for semantic labeling of indoor scenes using RGBD images. International Journal of Computer Vision, 117 (1). pp. 1-20.

Guo, Y., Bennamoun, M., Sohel, F., Lu, M., Wan, J. and Zhang, J. (2015) Performance evaluation of 3D local feature descriptors. Lecture Notes in Computer Science, 9004 . pp. 178-194.

An, S., Ke, Q., Bennamoun, M., Boussaid, F. and Sohel, F. (2015) Sign constrained rectifier networks with applications to pattern decompositions. Lecture Notes in Computer Science, 9284 . pp. 546-559.

Asif, U., Bennamoun, M. and Sohel, F. (2015) Unsupervised segmentation of unknown objects in complex environments. Autonomous Robots, 40 (5). pp. 805-829.

Guo, Y., Bennamoun, M., Sohel, F., Lu, M., Wan, J. and Kwok, N.M. (2015) A comprehensive performance evaluation of 3D local feature descriptors. International Journal of Computer Vision, 116 (1). pp. 66-89.

Alam, M.R., Bennamoun, M., Togneri, R. and Sohel, F. (2015) A confidence-based late fusion framework for audio-visual biometric identification. Pattern Recognition Letters, 52 . pp. 65-71.

Guo, Y., Bennamoun, M., Sohel, F., Lu, M. and Wan, J. (2015) An integrated framework for 3-D modeling, object detection, and pose estimation from point-clouds. IEEE Transactions on Instrumentation and Measurement, 64 (3). pp. 683-693.

Guo, Y., Sohel, F., Bennamoun, M., Wan, J. and Lu, M. (2015) A novel local surface feature for 3D object recognition under clutter and occlusion. Information Sciences, 293 . pp. 196-213.

Khan, S.H., Bennamoun, M., Sohel, F. and Togneri, R. (2014) Geometry driven semantic labeling of indoor scenes. Lecture Notes in Computer Science, 8689 . pp. 679-694.

Asif, U., Bennamoun, M. and Sohel, F. (2014) Model-Free segmentation and grasp selection of unknown stacked objects. Lecture Notes in Computer Science, 8693 . pp. 659-674.

An, S., Boussaid, F., Bennamoun, M. and Sohel, F. (2014) Quantitative error analysis of bilateral filtering. IEEE Signal Processing Letters, 22 (2). pp. 202-206.

Guo, Y., Sohel, F., Bennamoun, M., Wan, J. and Lu, M. (2014) An accurate and robust range image registration algorithm for 3D object modeling. IEEE Transactions on Multimedia, 16 (5). pp. 1377-1390.

Guo, Y., Sohel, F., Bennamoun, M., Lu, M. and Wan, J. (2013) Rotational projection statistics for 3D local surface description and object recognition. International Journal of Computer Vision, 105 (1). pp. 63-86.

Sohel, F.A., Karmakar, G.C., Dooley, L.S. and Bennamoun, M. (2012) Sliding-window designs for vertex-based shape coding. IEEE Transactions on Multimedia, 14 (3). pp. 683-692.

Sohel, F., Karmakar, G.C., Dooley, L.S. and Bennamoun, M. (2011) Geometric distortion measurement for shape coding: A contemporary review. ACM Computing Surveys, 43 (4).

Sohel, F.A., Karmakar, G.C., Dooley, L.S. and Bennamoun, M. (2010) Bezier curve-based generic shape encoder. IET Image Processing, 4 (2). p. 92.

Sohel, F.A., Karmakar, G.C. and Dooley, L.S. (2008) Dynamic Bezier curves for variable rate-distortion. Pattern Recognition, 41 (10). pp. 3153-3165.

Sohel, F.A., Karmakar, G.C., Dooley, L.S. and Arkinstall, J.R. (2008) Quasi-Bezier curves integrating localised information. Pattern Recognition, 41 (2). pp. 531-542.

Sohel, F.A., Karmakar, G.C. and Dooley, L.S. (2007) Fast distortion measurement using Chord-Length parameterization within the Vertex-Based rate-distortion optimal shape coding framework. IEEE Signal Processing Letters, 14 (2). pp. 121-124.

Sohel, F.A., Dooley, L.S. and Karmakar, G.C. (2007) New dynamic enhancements to the Vertex-Based rate-distortion optimal shape coding framework. IEEE Transactions on Circuits and Systems for Video Technology, 17 (10). pp. 1408-1413.

Sohel, F.A., Dooley, L.S. and Karmakar, G.C. (2006) Accurate distortion measurement for generic shape coding. Pattern Recognition Letters, 27 (2). pp. 133-142.

Sohel, F.A., Karmakar, G.C. and Dooley, L.S. (2005) An improved shape descriptor using Bezier curves. Lecture Notes in Computer Science, 3776 . pp. 401-406.

Sohel, F.A. and Rahman, C.M. (2004) Association rule mining in dynamic database using the concept of border sets. Asian Journal of Information Technology, 3 (7). pp. 508-515.

Conference Paper

Abidin, S., Togneri, R. and Sohel, F. (2017) Enhanced LBP texture features from time frequency representations for acoustic scene classification. In: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2017, 5 - 9 March 2017, New Orleans, LA, USA

Shiratuddin, M.F., Rai, S., Krishnan, G.M., Newton, M., Wang, X., Sohel, F., Blacker, D. and Byrnes, M. (2017) A usability evaluation of Neuromender's upper limb game-based rehabilitation system for stroke survivors. In: IEEE 5th International Conference on Serious Games and Applications for Health (SeGAH) 2017, 2 - 4 April 2017, Perth, Western Australia pp. 1-8.

Primorac, R., Togneri, R., Bennamoun, M. and Sohel, F. (2016) Audio-visual biometric recognition via joint sparse representations. In: 2016 23rd International Conference on Pattern Recognition (ICPR), 4-8 Dec. 2016 pp. 3031-3035.

Mahmood, A., Bennamoun, M., An, S., Sohel, F., Boussaid, F., Hovey, R., Kendrick, G. and Fisher, R.B. (2016) Automatic annotation of coral reefs using deep learning. In: OCEANS 2016 MTS/IEEE Monterey, 19 - 23 September 2016, Monterey, CA

Mahmood, A., Bennamoun, M., An, S., Sohel, F., Boussaid, F., Hovey, R., Kendrick, G. and Fisher, R.B. (2016) Coral classification with hybrid feature representations. In: IEEE International Conference on Image Processing (ICIP) 2016, 25 - 28 September 2016, Phoenix, Arizona

Zhang, J., Sohel, F., Bian, H., Bennamoun, M. and An, S. (2016) Forward-looking sonar image registration using polar transform. In: OCEANS 2016 MTS/IEEE Monterey, 19 - 23 September 2016, Monterey, CA

An, S., Hayat, M., Khan, S., Bennamoun, M., Boussaid, F. and Sohel, F. (2015) Contractive rectifier networks for nonlinear maximum margin classification. In: International Conference on Computer Vision (ICCV) 2015, 13 - 16 December 2015, Santiago, Chile

Asif, U., Bennamoun, M. and Sohel, F. (2015) Discriminative feature learning for efficient RGB-D object recognition. In: 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 28 September - 2 October 2015, Hamburg, Germany

Asif, U., Bennamoun, M. and Sohel, F. (2015) Efficient RGB-D object categorization using cascaded ensembles of randomized decision trees. In: 2015 IEEE International Conference on Robotics and Automation (ICRA), 26-30 May 2015, Seattle, Washington pp. 1295-1302.

Li, Y., Sohel, F., Bennamoun, M. and Lei, H. (2015) Heterogeneous Multi-column ConvNets with a fusion framework for object recognition. In: IEEE Winter Conference on Applications of Computer Vision (WACV) 2015, 5-9 Jan. 2015, Waikoloa, HI pp. 773-780.

Li, Y., Sohel, F., Bennamoun, M. and Lei, H. (2015) Outdoor scene labelling with learned features and region consistency activation. In: IEEE International Conference on Image Processing (ICIP) 2015, 27 - 30 September 2015, Quebec, Canada

Khan, S., He, X., Bennamoun, M., Togneri, R. and Sohel, F. (2015) Separating objects and clutter in indoor scenes. In: Computer Vision (CVPR) 2015, 8 - 10 June 2015, Boston, MA

Alam, M., Bennamoun, M., Togneri, R. and Sohel, F. (2015) A deep neural network for audio-visual person recognition. In: IEEE Seventh International Conference on Biometrics: Theory, Applications and Systems (BTAS 2015), 8 - 11 September 2015, Buffalo, NY

Khan, S.H., Bennamoun, M., Sohel, F. and Togneri, R. (2014) Automatic feature learning for robust shadow detection. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2014, 23 - 28 June 2014, Columbus, OH pp. 1939-1946.

Alam, M., Bennamoun, M., Togneri, R. and Sohel, F. (2014) Confidence-based Rank-level fusion for Audio-visual person identification system. In: 3rd International Conference on Pattern Recognition Applications and Methods (ICPRAM 2014), 6 - 8 March 2014, ESEO, Angers, Loire Valley, France

Guo, Y., Bennamoun, M., Sohel, F.A., Wan, J. and Lu, M. (2013) 3D free form object recognition using rotational projection statistics. In: IEEE Workshop on Applications of Computer Vision (WACV) 2013, 15 - 17 January 2013, Tampa, FL pp. 1-8.

Guo, Y., Sohel, F.A., Bennamoun, M., Wan, J. and Lu, M. (2013) Integrating shape and color cues for textured 3D object recognition. In: 8th IEEE Conference on Industrial Electronics and Applications (ICIEA) 2013, 19 - 21 June 2013, Melbourne, VIC pp. 1614-1619.

Alam, M.R., Togneri, R., Sohel, F., Bennamoun, M. and Naseem, I. (2013) Linear regression-based classifier for audio visual person identification. In: 1st International Conference on Communications, Signal Processing, and their Applications (ICCSPA) 2013, 12-14 February 2013, Sharjah pp. 1-5.

Miraliakbari, A., Hahn, M., Engels, J., Sohel, F. and Bennamoun, M. (2013) Mobile geo-referenced thermal infra-red imagery recording for leakage detection in urban district heating networks,” Applied Geoinformatics for Society and Environment. In: Applied Geoinformatics for Society and Environment (AGSE) 2013, 16 - 19 December 2013, CEPT University, Ahmedabad

Asif, U., Bennamoun, M. and Sohel, F. (2013) Real-time pose estimation of rigid objects using RGB-D imagery. In: 8th IEEE Conference on Industrial Electronics and Applications (ICIEA) 2013, 19 - 21 June 2013, Melbourne, VIC pp. 1692-1699.

Guo, Y., Sohel, F.A., Bennamoun, M., Wan, J. and Lu, M. (2013) RoPS: A local feature descriptor for 3D rigid objects based on rotational projection statistics. In: 1st International Communications Conference on Signal Processing, and their Applications (ICCSPA) 2013, 12-14 February 2013, Sharjah pp. 1-6.

Guo, Y., Sohel, F., Bennamoun, M., Lu, M. and Wan, J. (2013) TriSI: A distinctive local surface descriptor for 3D modeling and object recognition. In: 8th International Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) 2013, 21 - 24 February 2013, Barcelona, Spain pp. 86-93.

Alam, M.R., Bennamoun, M., Togneri, R. and Sohel, F. (2013) An efficient reliability estimation technique for audio-visual person identification. In: 8th IEEE Conference on Industrial Electronics and Applications (ICIEA) 2013, 19 - 21 June 2013, Melbourne, VIC pp. 1631-1635.

El-Sallam, A., Bennamoun, M., Sohel, F., Alderson, J., Lyttle, A. and Rossi, M. (2013) A low cost 3D markerless system for the reconstruction of athletic techniques. In: IEEE Workshop on Applications of Computer Vision (WACV) 2013, 15 - 17 January 2013, Tampa, FL pp. 222-229.

El-Sallam, A., Bennamoun, M., Sohel, F. and Alderson, J. (2013) A low cost visual hull based markerless system for the optimization of athletic techniques in outdoor environments. In: 8th International Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) 2013, 21 - 24 February 2013, Barcelona, Spain

Sohel, F.A., Thorne, C., Jegathesan, J., Sergeev, E. and Bennamoun, M. (2011) Interdisciplinary learning for final year engineering projects: Case studies. In: Australasian Association for Engineering Education Conference 2011, 5 - 7 December 2011, Fremantle, Western Australia

El-Sallam, A., Sohel, F. and Bennamoun, M. (2011) Robust pose invariant shape-based hand recognition. In: 6th IEEE Conference on Industrial Electronics and Applications (ICIEA) 2011, 21-23 June 2011, Beijing, China pp. 281-286.

Sohel, F., Bennamoun, M. and Hahn, M. (2011) Spatial shape error concealment utilising image texture. In: 6th IEEE Conference on Industrial Electronics and Applications (ICIEA) 2011, 21-23 June 2011, Beijing, China pp. 265-270.

Sohel, F.A. and Bennamoun, M. (2009) Image dependent spatial shape error concealment for multiple shapes. In: Fifth International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) 2009, Nov. 29-Dec. 4 2009, Marrakech, Morocco pp. 164-171.

Sohel, F.A. and Bennamoun, M. (2008) Distortion measurement using arc-length-parameterisation within a vertex-based shape coding framework. In: 11th International Conference on Computer and Information Technology (ICCIT) 2008., 24-27 December 2008, Khulna pp. 329-334.

Sohel, F.A., Karmakar, G.C. and Dooley, L.S. (2008) Image-dependent spatial shape-error concealment. In: 9th International Conference on Signal Processing (ICSP) 2008, 26-29 October 2008, Beijing, China pp. 753-756.

Sohel, F.A., Karmakar, G.C. and Dooley, L.S. (2007) Bezier Curve-Based character descriptor considering shape information. In: 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS) 2007, 11-13 July 2007, Melbourne, Qld. pp. 212-216.

Sohel, F., Karmakar, G. and Dooley, L. (2006) Dynamic sliding window width selection strategies for Rate-distortion optimal Vertex-Based shape coding algorithms. In: 8th International Conference on Signal Processing, 16-20 Nov. 2006, Beijing, China

Sohel, F., Dooley, L. and Karmakar, G. (2006) Variable width admissible control point band for vertex based Operational-Rate-Distortion optimal shape coding algorithms. In: 2006 IEEE International Conference on Image Processing, 8 - 11 October 2006, Atlanta, Georgia pp. 2461-2464.

Sohel, F.A., Karmakar, G.C., Dooley, L.C. and Arkinstall, J. (2005) Enhanced bezier curve models incorporating local information. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '05), 18 - 23 March 2005, Philadelphia, PA pp. 253-256.

Sohel, F.A., Dooley, L.S. and Karmakar, G.C. (2005) A dynamic Bezier curve model. In: IEEE International Conference on Image Processing 2005, ICIP 2005, 11 - 14 September, Genova

Sohel, F.A., Karmakar, G.C. and Dooley, L.S. (2005) A generic shape descriptor using Bezier curves. In: International Conference on Information Technology: Coding and Computing (ITCC) 2005, 4 - 6 April 2005, Las Vegas, NV pp. 95-100.

Sohel, F., Dooley, L. and Karmakar, G. (2005) A novel Half-Way shifting Bezier curve model. In: IEEE Region 10 TENCON 2005, 21 - 24 November 2005, Melbourne, Qld. pp. 1-6.

Sohel, F.A., Dooley, L.S. and Karmakar, G.C. (2004) A modified distortion measurement algorithm for shape coding. In: 3rd Workshop on Internet, Telecommunications and Signal Processing (WITSP '04), 20 - 22 December 2004, Adelaide, South Australia

Sohel, F.A. and Rahman, C.M. (2003) Association rule mining in dynamic database using the concept of border sets. In: International Conference on Electrical, Electronics and Computer Engineering (ICEECE-03), 22 - 24 December 2003, Dhaka, Bangladesh

Sohel, F.A., Rahman, C.M. and Karmakar, G.C. (2003) Automatic video object segmentation from VOP. In: International Conference on Electrical, Electronics and Computer Engineering (ICEECE-03), 22 - 24 December 2003, Dhaka, Bangladesh

Sohel, F.A. and Amiruzzaman, M. (2003) Fingerprint authentication system using back-propagation. In: 6th International Conference on Computers and Information Technology (ICCIT-03), 26 - 28 December 2003, Dhaka, Bangladesh

Rahman, C.M., Sohel, F.A., Naushad, P. and Kamruzzaman, S.M. (2003) Text classification using the concepts of data mining association rules. In: International Conference on Information Technology: Prospects and Challenges in the 21st century, May 2003, Kathmandu, Nepal

Sohel, F.A. (2003) A new neural network with fuzzy technique: Disease diagnosis, A case study. In: 6th International Conference on Computers and Information Technology (ICCIT-03), 26 - 28 December 2003, Dhaka, Bangladesh

Book Chapter

Sohel, F.A., Karmakar, G.C. and Dooley, L.S. (2008) Video coding for mobile communications. In: Karmakar, G. and Dooley, L.S., (eds.) Mobile Multimedia Communications. IGI Global, pp. 109-150.

Bennamoun, M., Sohel, F. and Guo, Y. (1999) Feature selection for 2D and 3D face recognition. In: Wiley Encyclopedia of Electrical and Electronics Engineering. John Wiley and Sons, Inc., pp. 1-28.

This list was generated on Tue Sep 26 01:47:38 2017 UTC.