Sohel, Ferdous - Murdoch University - School of Engineering and Information Technology

研究领域

Computer Vision Image Processing Audio-Visual Event Recognition Machine Learning and Image Analysis for Medical Imaging Aerial and Satellite Imaging for Agricultural Monitoring (vegetation indexing, fuel load mapping) 3D Scene Analysis for Robot Navigation and Human Computer Interaction Aerial, Oceanic and Aquatic Imaging for Remote Sensing, Surveillance and Monitoring Thermal Imaging for Heat-Leakage Detection and Environmental Health Monitoring Multimodal Biometrics Video Coding

近期论文

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M. Alam, M. Bennamoun, R. Togneri, and F. Sohel, “A joint deep Boltzmann machine (jDBM) model for person identification using mobile phone data,” IEEE Transactions on Multimedia, 2016. S. H. Khan, M. Hayat, M. Bennamoun, R. Togneri, and F. Sohel, “A discriminative representation of convolutional features for indoor scene recognition,” IEEE Transactions on Image Processing, vol. 25, no. 7, pp. 3372-3383, 2016. Y. Guo, Y. Lei, L. Liu; Y. Wang, M. Bennamoun, and F. Sohel, “EI3D: Expression-invariant 3D face recognition based on feature and shape matching,” Pattern Recognition Letters, 2016. S.H. Khan, M. Bennamoun, F. Sohel, and R. Togneri, “Automatic shadow detection and removal from a single image,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol.38, no.3, pp. 431-446, 2016. U. Asif, M. Bennamoun, and F. Sohel, “Unsupervised segmentation of unknown objects in complex environments,” Autonomous Robots, Vol. 40, Issue 5, pp. 805–829, 2016. S.H. Khan, M. Bennamoun, F. Sohel, R. Togneri, and I. Naseem, “Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images,” International Journal of Computer Vision (IJCV), Vol. 117, Issue 1, pp. 1-20, 2016. Y. Guo, M. Bennamoun, F. Sohel, M. Lu, J. Wan, and N. Kwok, “A comprehensive performance evaluation of 3D local feature descriptors,” International Journal of Computer Vision (IJCV), Volume 116, Issue 1, pp. 66-89, January 2016. Y. Guo, F. Sohel, M. Bennamoun, J. Wan, and M. Lu, “A novel local surface feature for 3D object recognition under clutter and occlusion,” Information Sciences, Vol. 293, pp. 196-213, 2015. M.R. Alam, M. Bennamoun, R. Togneri, and F. Sohel, “A confidence-based late fusion framework for audio-visual biometric identification,” Pattern Recognition Letters, Vol. 52, pp. 65-71, 2015. Y. Guo, M. Bennamoun, F. Sohel, M. Lu, and J. Wan, “An integrated framework for 3-D modeling, object detection, and pose estimation from point-clouds,” IEEE Transactions on Instrumentation and Measurement, Vol. 64, No. 3, pp. 683-683, 2015. S. An, F. Boussaid, M. Bennamoun, and F. Sohel, “Quantitative Error Analysis of Bilateral Filtering,” IEEE Signal Processing Letters, vol. 22, no. 2, pp.202-206, 2015. Y. Guo, M. Bennamoun, F. Sohel, M. Lu, and J. Wan, “3D object recognition in cluttered scenes with local surface features: a survey,” IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(11): 2270 – 2287, Nov. 2014. Y. Guo, F. Sohel, M. Bennamoun, J. Wan, and M. Lu, “An Accurate and Robust Range Image Registration Algorithm for 3D Object Modeling,” IEEE Transactions on Multimedia, vol. 16, no.5, pp.1377-1390, 2014. Y. Guo, F. Sohel, M. Bennamoun, M. Lu, and J. Wan, “Rotational projection statistics for 3D local surface description and object recognition,” International Journal of Computer Vision, vol. 105, pp. 63-86, 2013. F.A. Sohel, G.C. Karmakar, L.S. Dooley, and M. Bennamoun, “Rate-distortion constrained sliding-window designs for vertex-based shape coding,” IEEE Transactions on Multimedia, vol.14, no. 3, pp. 683-692, 2012. F.A. Sohel, G.C. Karmakar, L.S. Dooley, and M. Bennamoun, “Geometric distortion measurement for shape coding: a contemporary review,” ACM Computing Surveys, vol. 43, no. 4, 2011. F.A. Sohel, G.C. Karmakar, L.S. Dooley, and M. Bennamoun, “Bezier curve-based generic shape encoder,” IET Image Processing, vol. 4, no. 2, pp. 92-102, 2010. F.A. Sohel, G.C. Karmakar, and L.S. Dooley, “Dynamic Bezier curves for variable rate-distortion,” Pattern Recognition, vol. 41, no. 10, pp. 3153-3165, 2008. F.A. Sohel, G.C. Karmakar, L.S. Dooley, and J. Arkinstall, “Quasi-Bezier curves integrating localised information,” Pattern Recognition, vol. 41, no. 2, pp. 531-542, 2008. F.A. Sohel, L.S. Dooley, and G.C. Karmakar, “New dynamic enhancements to the vertex-based rate-distortion optimal shape coding framework,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 17, no. 10, pp. 1408-1413, 2007.