Ferdous Ahmed Sohel

85 papers A* 7A 9B 5C 3Misc 2Journal 42Unranked 17

Year	Rank	Type	Title / Venue / Authors
2018	J	`jnl`	A Multi-Modal, Discriminative and Spatially Invariant CNN for RGB-D Object Labeling. IEEE Trans. Pattern Anal. Mach. Intell. Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2018	Misc	`conf`	Confidence Based Acoustic Event Detection. ICASSP Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
2018	J	`jnl`	Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data. IEEE Trans. Neural Networks Learn. Syst. Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2018	J	`jnl`	Image Set Classification for Low Resolution Surveillance. CoRR Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2018	J	`jnl`	Learning Clip Representations for Skeleton-Based 3D Action Recognition. IEEE Trans. Image Process. Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
2018	J	`jnl`	Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction. IEEE Trans. Multim. Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
2018	J	`jnl`	Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features. Pattern Recognit. Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
2018	J	`jnl`	Spectrotemporal Analysis Using Local Binary Pattern Variants for Acoustic Scene Classification. IEEE ACM Trans. Audio Speech Lang. Process. Shamsiah Abidin, Roberto Togneri, Ferdous Ahmed Sohel
2017	J	`jnl`	A Joint Deep Boltzmann Machine (jDBM) Model for Person Identification Using Mobile Phone Data. IEEE Trans. Multim. Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2017	A*	`conf`	A New Representation of Skeleton Sequences for 3D Action Recognition. CVPR Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
2017	J	`jnl`	A New Representation of Skeleton Sequences for 3D Action Recognition. CoRR Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
2017	—	`conf`	A usability evaluation of Neuromender's upper limb game-based rehabilitation system for stroke survivors. SeGAH Mohd Fairuz Shiratuddin, Shri Rai, Gowshik Murali Krishnan, Mike Newton, Xuequn Wang, Ferdous Ahmed Sohel, David Blacker, Michelle Byrnes
2017	J	`jnl`	Discriminative feature learning and region consistency activation for robust scene labeling. Neurocomputing Yandong Li, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei
2017	—	`conf`	Efficient Image Set Classification Using Linear Regression Based Image Reconstruction. CVPR Workshops Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2017	J	`jnl`	Efficient Image Set Classification using Linear Regression based Image Reconstruction. CoRR Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2017	Misc	`conf`	Enhanced LBP texture features from time frequency representations for acoustic scene classification. ICASSP Shamsiah Abidin, Roberto Togneri, Ferdous Ahmed Sohel
2017	J	`jnl`	Exploiting Layerwise Convexity of Rectifier Networks with Sign Constrained Weights. CoRR Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Ahmed Sohel
2017	A	`conf`	Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection. INTERSPEECH Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
2017	A*	`conf`	Learning deep structured network for weakly supervised change detection. IJCAI Salman Hameed Khan, Xuming He, Fatih Porikli, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2017	—	`conf`	Persistence-based Interest Point Detection for 3D Deformable Surface. VISIGRAPP (1: GRAPP) Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Yulan Guo, Hang Lei
2017	J	`jnl`	RGB-D Object Recognition and Grasp Detection Using Hierarchical Cascaded Forests. IEEE Trans. Robotics Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2017	A	`conf`	Random forest classification based acoustic event detection. ICME Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
2017	A	`conf`	Random forest regression based acoustic event detection with bottleneck features. ICME Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
2017	B	`conf`	Resfeats: Residual network based features for image classification. ICIP Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel
2017	J	`jnl`	Scale space clustering evolution for salient region detection on 3D deformable shapes. Pattern Recognit. Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Yulan Guo, Hang Lei
2017	J	`jnl`	SkeletonNet: Mining Deep Part Features for 3-D Action Recognition. IEEE Signal Process. Lett. Qiuhong Ke, Senjian An, Mohammed Bennamoun, Ferdous Ahmed Sohel, Farid Boussaïd
2016	J	`jnl`	A Comprehensive Performance Evaluation of 3D Local Feature Descriptors. Int. J. Comput. Vis. Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan, Ngai Ming Kwok
2016	J	`jnl`	A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. IEEE Trans. Image Process. Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2016	B	`conf`	Audio-visual biometric recognition via joint sparse representations. ICPR Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Ahmed Sohel
2016	J	`jnl`	Automatic Shadow Detection and Removal from a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2016	B	`conf`	Coral classification with hybrid feature representations. ICIP Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd, Renae Hovey, Gary A. Kendrick, Robert B. Fisher
2016	J	`jnl`	EI3D: Expression-invariant 3D face recognition based on feature and shape matching. Pattern Recognit. Lett. Yulan Guo, Yinjie Lei, Li Liu, Yan Wang, Mohammed Bennamoun, Ferdous Ahmed Sohel
2016	A	`conf`	Heat propagation contours for 3D non-rigid shape analysis. WACV Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei
2016	—	`conf`	Human Interaction Prediction Using Deep Temporal Features. ECCV Workshops (2) Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Boussaïd, Ferdous Ahmed Sohel
2016	J	`jnl`	Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images. Int. J. Comput. Vis. Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri, Imran Naseem
2016	J	`jnl`	ResFeats: Residual Network Based Features for Image Classification. CoRR Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel
2016	A*	`conf`	Simultaneous dense scene reconstruction and object labeling. ICRA Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2016	J	`jnl`	Spatial, Structural and Temporal Feature Learning for Human Interaction Prediction. CoRR Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Boussaïd, Ferdous Ahmed Sohel
2016	J	`jnl`	Unsupervised segmentation of unknown objects in complex environments. Auton. Robots Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2016	J	`jnl`	Weakly Supervised Change Detection in a Pair of Images. CoRR Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Fatih Porikli, Ferdous Ahmed Sohel, Roberto Togneri
2015	J	`jnl`	A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. CoRR Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2015	J	`jnl`	A confidence-based late fusion framework for audio-visual biometric identification. Pattern Recognit. Lett. Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2015	—	`conf`	A deep neural network for audio-visual person recognition. BTAS Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2015	J	`jnl`	A novel local surface feature for 3D object recognition under clutter and occlusion. Inf. Sci. Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Jianwei Wan, Min Lu
2015	J	`jnl`	An Integrated Framework for 3-D Modeling, Object Detection, and Pose Estimation From Point-Clouds. IEEE Trans. Instrum. Meas. Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan
2015	C	`conf`	Binary Descriptor Based on Heat Diffusion for Non-rigid Shape Analysis. PSIVT Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei
2015	A*	`conf`	Contractive Rectifier Networks for Nonlinear Maximum Margin Classification. ICCV Senjian An, Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel
2015	J	`jnl`	Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data. CoRR Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2015	C	`conf`	Deep Boltzmann Machines for i-Vector Based Audio-Visual Person Identification. PSIVT Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2015	A	`conf`	Discriminative feature learning for efficient RGB-D object recognition. IROS Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2015	A*	`conf`	Efficient RGB-D object categorization using cascaded ensembles of randomized decision trees. ICRA Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2015	A	`conf`	Heterogeneous Multi-column ConvNets with a Fusion Framework for Object Recognition. WACV Yandong Li, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei
2015	B	`conf`	Outdoor scene labelling with learned features and region consistency activation. ICIP Yandong Li, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei
2015	J	`jnl`	Quantitative Error Analysis of Bilateral Filtering. IEEE Signal Process. Lett. Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Ahmed Sohel
2015	A*	`conf`	Separating objects and clutter in indoor scenes. CVPR Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2015	—	`conf`	Sign Constrained Rectifier Networks with Applications to Pattern Decompositions. ECML/PKDD (1) Senjian An, Qiuhong Ke, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel
2014	J	`jnl`	3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan
2014	A	`conf`	A model-free approach for the segmentation of unknown objects. IROS Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2014	J	`jnl`	An Accurate and Robust Range Image Registration Algorithm for 3D Object Modeling. IEEE Trans. Multim. Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Jianwei Wan, Min Lu
2014	A*	`conf`	Automatic Feature Learning for Robust Shadow Detection. CVPR Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2014	C	`conf`	Confidence-based Rank-level Fusion for Audio-visual Person Identification System. ICPRAM Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2014	—	`conf`	Geometry Driven Semantic Labeling of Indoor Scenes. ECCV (1) Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2014	—	`conf`	Model-Free Segmentation and Grasp Selection of Unknown Stacked Objects. ECCV (5) Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2014	—	`conf`	Performance Evaluation of 3D Local Feature Descriptors. ACCV (2) Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan, Jun Zhang
2013	A	`conf`	3D free form object recognition using rotational projection statistics. WACV Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Jianwei Wan, Min Lu
2013	—	`conf`	A Low Cost Visual Hull based Markerless System for the Optimization of Athletic Techniques in Outdoor Environments. GRAPP/IVAPP Amar A. El-Sallam, Mohammed Bennamoun, Ferdous Ahmed Sohel, Jacqueline A. Alderson, Andrew Lyttle, Trenton Warburton
2013	A	`conf`	A low cost 3D markerless system for the reconstruction of athletic techniques. WACV Amar A. El-Sallam, Mohammed Bennamoun, Ferdous Ahmed Sohel, Jacqueline A. Alderson, Andrew Lyttle, M. Rossi
2013	J	`jnl`	Rotational Projection Statistics for 3D Local Surface Description and Object Recognition CoRR Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan
2013	J	`jnl`	Rotational Projection Statistics for 3D Local Surface Description and Object Recognition. Int. J. Comput. Vis. Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan
2013	—	`conf`	TriSI: A Distinctive Local Surface Descriptor for 3D Modeling and Object Recognition. GRAPP/IVAPP Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan
2012	J	`jnl`	Sliding-Window Designs for Vertex-Based Shape Coding. IEEE Trans. Multim. Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, Mohammed Bennamoun
2011	J	`jnl`	Geometric distortion measurement for shape coding: A contemporary review. ACM Comput. Surv. Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, Mohammed Bennamoun
2010	J	`jnl`	Text Classification using the Concept of Association Rule of Data Mining CoRR Chowdhury Mofizur Rahman, Ferdous Ahmed Sohel, Parvez Naushad, S. M. Kamruzzaman
2009	—	`conf`	Image Dependent Spatial Shape Error Concealment for Multiple Shapes. SITIS Ferdous Ahmed Sohel, Mohammed Bennamoun
2008	J	`jnl`	Dynamic Bezier curves for variable rate-distortion. Pattern Recognit. Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley
2008	J	`jnl`	Quasi-Bezier curves integrating localised information. Pattern Recognit. Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, John R. Arkinstall
2007	—	`conf`	Bezier Curve-Based Character Descriptor Considering Shape Information. ACIS-ICIS Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley
2007	J	`jnl`	Fast Distortion Measurement Using Chord-Length Parameterization Within the Vertex-Based Rate-Distortion Optimal Shape Coding Framework. IEEE Signal Process. Lett. Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley
2007	J	`jnl`	New Dynamic Enhancements to the Vertex-Based Rate-Distortion Optimal Shape Coding Framework. IEEE Trans. Circuits Syst. Video Technol. Ferdous Ahmed Sohel, Laurence S. Dooley, Gour C. Karmakar
2006	J	`jnl`	Accurate distortion measurement for generic shape coding. Pattern Recognit. Lett. Ferdous Ahmed Sohel, Laurence S. Dooley, Gour C. Karmakar
2006	B	`conf`	Variable Width Admissible Control Point Band for Vertex Based Operational-Rate-Distortion Optimal Shape Coding Algorithms. ICIP Ferdous Ahmed Sohel, Laurence S. Dooley, Gour C. Karmakar
2005	—	`conf`	A Generic Shape Descriptor using Bezier Curves. ITCC (2) Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence Dooley
2005	—	`conf`	A dynamic Bezier curve model. ICIP (2) Ferdous Ahmed Sohel, Laurence S. Dooley, Gour C. Karmakar
2005	—	`conf`	An Improved Shape Descriptor Using Bezier Curves. PReMI Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley
2005	—	`conf`	Enhanced Bezier curve models incorporating local information. ICASSP (4) Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, John R. Arkinstall