Ferdous Ahmed Sohel

Publication Activity (10 Years)

Years Active: 2005-2018
Publications (10 Years): 40

Top Topics

Object Recognition

Feature Representation

Event Detection

Top Venues

IEEE Trans. Multim.

Publications

Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features. Pattern Recognit. 81 (2018)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
A Multi-Modal, Discriminative and Spatially Invariant CNN for RGB-D Object Labeling. IEEE Trans. Pattern Anal. Mach. Intell. 40 (9) (2018)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
Learning Clip Representations for Skeleton-Based 3D Action Recognition. IEEE Trans. Image Process. 27 (6) (2018)
Shamsiah Abidin, Roberto Togneri, Ferdous Ahmed Sohel
Spectrotemporal Analysis Using Local Binary Pattern Variants for Acoustic Scene Classification. IEEE ACM Trans. Audio Speech Lang. Process. 26 (11) (2018)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction. IEEE Trans. Multim. 20 (7) (2018)
Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
Confidence Based Acoustic Event Detection. ICASSP (2018)
Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
Image Set Classification for Low Resolution Surveillance. CoRR (2018)
Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
Efficient Image Set Classification using Linear Regression based Image Reconstruction. CoRR (2017)
Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
Efficient Image Set Classification Using Linear Regression Based Image Reconstruction. CVPR Workshops (2017)
Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
A Joint Deep Boltzmann Machine (jDBM) Model for Person Identification Using Mobile Phone Data. IEEE Trans. Multim. 19 (2) (2017)
Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
Random forest classification based acoustic event detection. ICME (2017)
Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection. INTERSPEECH (2017)
Salman Hameed Khan, Xuming He, Fatih Porikli, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
Learning deep structured network for weakly supervised change detection. IJCAI (2017)
Yandong Li, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei
Discriminative feature learning and region consistency activation for robust scene labeling. Neurocomputing 243 (2017)
Qiuhong Ke, Senjian An, Mohammed Bennamoun, Ferdous Ahmed Sohel, Farid Boussaïd
SkeletonNet: Mining Deep Part Features for 3-D Action Recognition. IEEE Signal Process. Lett. 24 (6) (2017)
Shamsiah Abidin, Roberto Togneri, Ferdous Ahmed Sohel
Enhanced LBP texture features from time frequency representations for acoustic scene classification. ICASSP (2017)
Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Yulan Guo, Hang Lei
Scale space clustering evolution for salient region detection on 3D deformable shapes. Pattern Recognit. 71 (2017)
Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Ahmed Sohel
Exploiting Layerwise Convexity of Rectifier Networks with Sign Constrained Weights. CoRR (2017)
Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel
Resfeats: Residual network based features for image classification. ICIP (2017)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
A New Representation of Skeleton Sequences for 3D Action Recognition. CVPR (2017)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
RGB-D Object Recognition and Grasp Detection Using Hierarchical Cascaded Forests. IEEE Trans. Robotics 33 (3) (2017)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
A New Representation of Skeleton Sequences for 3D Action Recognition. CoRR (2017)
Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang
Random forest regression based acoustic event detection with bottleneck features. ICME (2017)
Mohd Fairuz Shiratuddin, Shri Rai, Gowshik Murali Krishnan, Mike Newton, Xuequn Wang, Ferdous Ahmed Sohel, David Blacker, Michelle Byrnes
A usability evaluation of Neuromender's upper limb game-based rehabilitation system for stroke survivors. SeGAH (2017)
Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Yulan Guo, Hang Lei
Persistence-based Interest Point Detection for 3D Deformable Surface. VISIGRAPP (1: GRAPP) (2017)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
Simultaneous dense scene reconstruction and object labeling. ICRA (2016)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Boussaïd, Ferdous Ahmed Sohel
Spatial, Structural and Temporal Feature Learning for Human Interaction Prediction. CoRR (2016)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
Unsupervised segmentation of unknown objects in complex environments. Auton. Robots 40 (5) (2016)
Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Fatih Porikli, Ferdous Ahmed Sohel, Roberto Togneri
Weakly Supervised Change Detection in a Pair of Images. CoRR (2016)
Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Ahmed Sohel
Audio-visual biometric recognition via joint sparse representations. ICPR (2016)
Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd, Renae Hovey, Gary A. Kendrick, Robert B. Fisher
Coral classification with hybrid feature representations. ICIP (2016)
Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel
ResFeats: Residual Network Based Features for Image Classification. CoRR (2016)
Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei
Heat propagation contours for 3D non-rigid shape analysis. WACV (2016)
Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri, Imran Naseem
Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images. Int. J. Comput. Vis. 117 (1) (2016)
Yulan Guo, Yinjie Lei, Li Liu, Yan Wang, Mohammed Bennamoun, Ferdous Ahmed Sohel
EI3D: Expression-invariant 3D face recognition based on feature and shape matching. Pattern Recognit. Lett. 83 (2016)
Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan, Ngai Ming Kwok
A Comprehensive Performance Evaluation of 3D Local Feature Descriptors. Int. J. Comput. Vis. 116 (1) (2016)
Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
Automatic Shadow Detection and Removal from a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. 38 (3) (2016)
Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. IEEE Trans. Image Process. 25 (7) (2016)
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Boussaïd, Ferdous Ahmed Sohel
Human Interaction Prediction Using Deep Temporal Features. ECCV Workshops (2) (2016)
Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Jianwei Wan, Min Lu
A novel local surface feature for 3D object recognition under clutter and occlusion. Inf. Sci. 293 (2015)
Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei
Binary Descriptor Based on Heat Diffusion for Non-rigid Shape Analysis. PSIVT (2015)
Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Ahmed Sohel
Quantitative Error Analysis of Bilateral Filtering. IEEE Signal Process. Lett. 22 (2) (2015)
Senjian An, Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel
Contractive Rectifier Networks for Nonlinear Maximum Margin Classification. ICCV (2015)
Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
Deep Boltzmann Machines for i-Vector Based Audio-Visual Person Identification. PSIVT (2015)
Yandong Li, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei
Outdoor scene labelling with learned features and region consistency activation. ICIP (2015)
Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. CoRR (2015)
Yandong Li, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei
Heterogeneous Multi-column ConvNets with a Fusion Framework for Object Recognition. WACV (2015)
Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
Separating objects and clutter in indoor scenes. CVPR (2015)
Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan
An Integrated Framework for 3-D Modeling, Object Detection, and Pose Estimation From Point-Clouds. IEEE Trans. Instrum. Meas. 64 (3) (2015)
Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data. CoRR (2015)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
Discriminative feature learning for efficient RGB-D object recognition. IROS (2015)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
Efficient RGB-D object categorization using cascaded ensembles of randomized decision trees. ICRA (2015)
Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
A deep neural network for audio-visual person recognition. BTAS (2015)
Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
A confidence-based late fusion framework for audio-visual biometric identification. Pattern Recognit. Lett. 52 (2015)
Senjian An, Qiuhong Ke, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel
Sign Constrained Rectifier Networks with Applications to Pattern Decompositions. ECML/PKDD (1) (2015)
Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
Automatic Feature Learning for Robust Shadow Detection. CVPR (2014)
Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
Geometry Driven Semantic Labeling of Indoor Scenes. ECCV (1) (2014)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
A model-free approach for the segmentation of unknown objects. IROS (2014)
Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan, Jun Zhang
Performance Evaluation of 3D Local Feature Descriptors. ACCV (2) (2014)
Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
Confidence-based Rank-level Fusion for Audio-visual Person Identification System. ICPRAM (2014)
Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan
3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 36 (11) (2014)
Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
Model-Free Segmentation and Grasp Selection of Unknown Stacked Objects. ECCV (5) (2014)
Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Jianwei Wan, Min Lu
An Accurate and Robust Range Image Registration Algorithm for 3D Object Modeling. IEEE Trans. Multim. 16 (5) (2014)
Amar A. El-Sallam, Mohammed Bennamoun, Ferdous Ahmed Sohel, Jacqueline A. Alderson, Andrew Lyttle, M. Rossi
A low cost 3D markerless system for the reconstruction of athletic techniques. WACV (2013)
Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan
Rotational Projection Statistics for 3D Local Surface Description and Object Recognition. Int. J. Comput. Vis. 105 (1) (2013)
Amar A. El-Sallam, Mohammed Bennamoun, Ferdous Ahmed Sohel, Jacqueline A. Alderson, Andrew Lyttle, Trenton Warburton
A Low Cost Visual Hull based Markerless System for the Optimization of Athletic Techniques in Outdoor Environments. GRAPP/IVAPP (2013)
Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Jianwei Wan, Min Lu
3D free form object recognition using rotational projection statistics. WACV (2013)
Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan
Rotational Projection Statistics for 3D Local Surface Description and Object Recognition CoRR (2013)
Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan
TriSI: A Distinctive Local Surface Descriptor for 3D Modeling and Object Recognition. GRAPP/IVAPP (2013)
Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, Mohammed Bennamoun
Sliding-Window Designs for Vertex-Based Shape Coding. IEEE Trans. Multim. 14 (3-2) (2012)
Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, Mohammed Bennamoun
Geometric distortion measurement for shape coding: A contemporary review. ACM Comput. Surv. 43 (4) (2011)
Chowdhury Mofizur Rahman, Ferdous Ahmed Sohel, Parvez Naushad, S. M. Kamruzzaman
Text Classification using the Concept of Association Rule of Data Mining CoRR (2010)
Ferdous Ahmed Sohel, Mohammed Bennamoun
Image Dependent Spatial Shape Error Concealment for Multiple Shapes. SITIS (2009)
Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, John R. Arkinstall
Quasi-Bezier curves integrating localised information. Pattern Recognit. 41 (2) (2008)
Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley
Dynamic Bezier curves for variable rate-distortion. Pattern Recognit. 41 (10) (2008)
Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley
Fast Distortion Measurement Using Chord-Length Parameterization Within the Vertex-Based Rate-Distortion Optimal Shape Coding Framework. IEEE Signal Process. Lett. 14 (2) (2007)
Ferdous Ahmed Sohel, Laurence S. Dooley, Gour C. Karmakar
New Dynamic Enhancements to the Vertex-Based Rate-Distortion Optimal Shape Coding Framework. IEEE Trans. Circuits Syst. Video Technol. 17 (10) (2007)
Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley
Bezier Curve-Based Character Descriptor Considering Shape Information. ACIS-ICIS (2007)
Ferdous Ahmed Sohel, Laurence S. Dooley, Gour C. Karmakar
Variable Width Admissible Control Point Band for Vertex Based Operational-Rate-Distortion Optimal Shape Coding Algorithms. ICIP (2006)
Ferdous Ahmed Sohel, Laurence S. Dooley, Gour C. Karmakar
Accurate distortion measurement for generic shape coding. Pattern Recognit. Lett. 27 (2) (2006)
Ferdous Ahmed Sohel, Laurence S. Dooley, Gour C. Karmakar
A dynamic Bezier curve model. ICIP (2) (2005)
Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley
An Improved Shape Descriptor Using Bezier Curves. PReMI (2005)
Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence Dooley
A Generic Shape Descriptor using Bezier Curves. ITCC (2) (2005)
Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, John R. Arkinstall
Enhanced Bezier curve models incorporating local information. ICASSP (4) (2005)