Enhanced Bezier curve models incorporating local information. - Ferdous Ahmed Sohel; Gour C. Karmakar; Laurence S. Dooley; John R. Arkinstall (ICASSP (4), 2005)

A dynamic Bezier curve model. - Ferdous Ahmed Sohel; Laurence S. Dooley; Gour C. Karmakar (ICIP (2), 2005)

A Generic Shape Descriptor using Bezier Curves. - Ferdous Ahmed Sohel; Gour C. Karmakar; Laurence Dooley (ITCC (2), 2005)

An Improved Shape Descriptor Using Bezier Curves. - Ferdous Ahmed Sohel; Gour C. Karmakar; Laurence S. Dooley (PReMI, 2005)

Variable Width Admissible Control Point Band for Vertex Based Operational-Rate-Distortion Optimal Shape Coding Algorithms. - Ferdous Ahmed Sohel; Laurence S. Dooley; Gour C. Karmakar (ICIP, 2006)

Accurate distortion measurement for generic shape coding. - Ferdous Ahmed Sohel; Laurence S. Dooley; Gour C. Karmakar (Pattern Recognit. Lett., 2006)

Bezier Curve-Based Character Descriptor Considering Shape Information. - Ferdous Ahmed Sohel; Gour C. Karmakar; Laurence S. Dooley (ACIS-ICIS, 2007)

Fast Distortion Measurement Using Chord-Length Parameterization Within the Vertex-Based Rate-Distortion Optimal Shape Coding Framework. - Ferdous Ahmed Sohel; Gour C. Karmakar; Laurence S. Dooley (IEEE Signal Process. Lett., 2007)

New Dynamic Enhancements to the Vertex-Based Rate-Distortion Optimal Shape Coding Framework. - Ferdous Ahmed Sohel; Laurence S. Dooley; Gour C. Karmakar (IEEE Trans. Circuits Syst. Video Technol., 2007)

Dynamic Bezier curves for variable rate-distortion. - Ferdous Ahmed Sohel; Gour C. Karmakar; Laurence S. Dooley (Pattern Recognit., 2008)

Quasi-Bezier curves integrating localised information. - Ferdous Ahmed Sohel; Gour C. Karmakar; Laurence S. Dooley; John R. Arkinstall (Pattern Recognit., 2008)

Image Dependent Spatial Shape Error Concealment for Multiple Shapes. - Ferdous Ahmed Sohel; Mohammed Bennamoun (SITIS, 2009)

Text Classification using the Concept of Association Rule of Data Mining - Chowdhury Mofizur Rahman; Ferdous Ahmed Sohel; Parvez Naushad; S. M. Kamruzzaman (CoRR, 2010)

Geometric distortion measurement for shape coding: A contemporary review. - Ferdous Ahmed Sohel; Gour C. Karmakar; Laurence S. Dooley; Mohammed Bennamoun (ACM Comput. Surv., 2011)

Sliding-Window Designs for Vertex-Based Shape Coding. - Ferdous Ahmed Sohel; Gour C. Karmakar; Laurence S. Dooley; Mohammed Bennamoun (IEEE Trans. Multim., 2012)

A Low Cost Visual Hull based Markerless System for the Optimization of Athletic Techniques in Outdoor Environments. - Amar A. El-Sallam; Mohammed Bennamoun; Ferdous Ahmed Sohel; Jacqueline A. Alderson; Andrew Lyttle; Trenton Warburton (GRAPP/IVAPP, 2013)

TriSI: A Distinctive Local Surface Descriptor for 3D Modeling and Object Recognition. - Yulan Guo; Ferdous Ahmed Sohel; Mohammed Bennamoun; Min Lu 001; Jianwei Wan (GRAPP/IVAPP, 2013)

A low cost 3D markerless system for the reconstruction of athletic techniques. - Amar A. El-Sallam; Mohammed Bennamoun; Ferdous Ahmed Sohel; Jacqueline A. Alderson; Andrew Lyttle; M. Rossi (WACV, 2013)

3D free form object recognition using rotational projection statistics. - Yulan Guo; Mohammed Bennamoun; Ferdous Ahmed Sohel; Jianwei Wan; Min Lu 001 (WACV, 2013)

Rotational Projection Statistics for 3D Local Surface Description and Object Recognition. - Yulan Guo; Ferdous Ahmed Sohel; Mohammed Bennamoun; Min Lu 001; Jianwei Wan (Int. J. Comput. Vis., 2013)

Performance Evaluation of 3D Local Feature Descriptors. - Yulan Guo; Mohammed Bennamoun; Ferdous Ahmed Sohel; Min Lu 001; Jianwei Wan; Jun Zhang 044 (ACCV (2), 2014)

Automatic Feature Learning for Robust Shadow Detection. - Salman Hameed Khan; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (CVPR, 2014)

Model-Free Segmentation and Grasp Selection of Unknown Stacked Objects. - Umar Asif; Mohammed Bennamoun; Ferdous Ahmed Sohel (ECCV (5), 2014)

Geometry Driven Semantic Labeling of Indoor Scenes. - Salman Hameed Khan; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (ECCV (1), 2014)

Confidence-based Rank-level Fusion for Audio-visual Person Identification System. - Mohammad Rafiqul Alam; Mohammed Bennamoun; Roberto Togneri; Ferdous Ahmed Sohel (ICPRAM, 2014)

A model-free approach for the segmentation of unknown objects. - Umar Asif; Mohammed Bennamoun; Ferdous Ahmed Sohel (IROS, 2014)

3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey. - Yulan Guo; Mohammed Bennamoun; Ferdous Ahmed Sohel; Min Lu 001; Jianwei Wan (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

An Accurate and Robust Range Image Registration Algorithm for 3D Object Modeling. - Yulan Guo; Ferdous Ahmed Sohel; Mohammed Bennamoun; Jianwei Wan; Min Lu 001 (IEEE Trans. Multim., 2014)

A deep neural network for audio-visual person recognition. - Mohammad Rafiqul Alam; Mohammed Bennamoun; Roberto Togneri; Ferdous Ahmed Sohel (BTAS, 2015)

Separating objects and clutter in indoor scenes. - Salman Hameed Khan; Xuming He 001; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (CVPR, 2015)

Contractive Rectifier Networks for Nonlinear Maximum Margin Classification. - Senjian An; Munawar Hayat; Salman H. Khan 001; Mohammed Bennamoun; Farid Boussaïd; Ferdous Ahmed Sohel (ICCV, 2015)

Outdoor scene labelling with learned features and region consistency activation. - Yandong Li; Ferdous Ahmed Sohel; Mohammed Bennamoun; Hang Lei (ICIP, 2015)

Efficient RGB-D object categorization using cascaded ensembles of randomized decision trees. - Umar Asif; Mohammed Bennamoun; Ferdous Ahmed Sohel (ICRA, 2015)

Discriminative feature learning for efficient RGB-D object recognition. - Umar Asif; Mohammed Bennamoun; Ferdous Ahmed Sohel (IROS, 2015)

Sign Constrained Rectifier Networks with Applications to Pattern Decompositions. - Senjian An; Qiuhong Ke; Mohammed Bennamoun; Farid Boussaïd; Ferdous Ahmed Sohel (ECML/PKDD (1), 2015)

Deep Boltzmann Machines for i-Vector Based Audio-Visual Person Identification. - Mohammad Rafiqul Alam; Mohammed Bennamoun; Roberto Togneri; Ferdous Ahmed Sohel (PSIVT, 2015)

Binary Descriptor Based on Heat Diffusion for Non-rigid Shape Analysis. - Xupeng Wang 001; Ferdous Ahmed Sohel; Mohammed Bennamoun; Hang Lei (PSIVT, 2015)

Heterogeneous Multi-column ConvNets with a Fusion Framework for Object Recognition. - Yandong Li; Ferdous Ahmed Sohel; Mohammed Bennamoun; Hang Lei (WACV, 2015)

Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data. - Salman Hameed Khan; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (CoRR, 2015)

A novel local surface feature for 3D object recognition under clutter and occlusion. - Yulan Guo; Ferdous Ahmed Sohel; Mohammed Bennamoun; Jianwei Wan; Min Lu 001 (Inf. Sci., 2015)

A confidence-based late fusion framework for audio-visual biometric identification. - Mohammad Rafiqul Alam; Mohammed Bennamoun; Roberto Togneri; Ferdous Ahmed Sohel (Pattern Recognit. Lett., 2015)

Quantitative Error Analysis of Bilateral Filtering. - Senjian An; Farid Boussaïd; Mohammed Bennamoun; Ferdous Ahmed Sohel (IEEE Signal Process. Lett., 2015)

An Integrated Framework for 3-D Modeling, Object Detection, and Pose Estimation From Point-Clouds. - Yulan Guo; Mohammed Bennamoun; Ferdous Ahmed Sohel; Min Lu 001; Jianwei Wan (IEEE Trans. Instrum. Meas., 2015)

Human Interaction Prediction Using Deep Temporal Features. - Qiuhong Ke; Mohammed Bennamoun; Senjian An; Farid Boussaïd; Ferdous Ahmed Sohel (ECCV Workshops (2), 2016)

Coral classification with hybrid feature representations. - Ammar Mahmood; Mohammed Bennamoun; Senjian An; Ferdous Ahmed Sohel; Farid Boussaïd; Renae Hovey; Gary A. Kendrick; Robert B. Fisher (ICIP, 2016)

Audio-visual biometric recognition via joint sparse representations. - Rudi Primorac; Roberto Togneri; Mohammed Bennamoun; Ferdous Ahmed Sohel (ICPR, 2016)

Simultaneous dense scene reconstruction and object labeling. - Umar Asif; Mohammed Bennamoun; Ferdous Ahmed Sohel (ICRA, 2016)

Heat propagation contours for 3D non-rigid shape analysis. - Xupeng Wang 001; Ferdous Ahmed Sohel; Mohammed Bennamoun; Hang Lei (WACV, 2016)

Unsupervised segmentation of unknown objects in complex environments. - Umar Asif; Mohammed Bennamoun; Ferdous Ahmed Sohel (Auton. Robots, 2016)

Spatial, Structural and Temporal Feature Learning for Human Interaction Prediction. - Qiuhong Ke; Mohammed Bennamoun; Senjian An; Farid Boussaïd; Ferdous Ahmed Sohel (CoRR, 2016)

Weakly Supervised Change Detection in a Pair of Images. - Salman Hameed Khan; Xuming He 001; Mohammed Bennamoun; Fatih Porikli; Ferdous Ahmed Sohel; Roberto Togneri (CoRR, 2016)

A Comprehensive Performance Evaluation of 3D Local Feature Descriptors. - Yulan Guo; Mohammed Bennamoun; Ferdous Ahmed Sohel; Min Lu 001; Jianwei Wan; Ngai Ming Kwok (Int. J. Comput. Vis., 2016)

Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images. - Salman Hameed Khan; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri; Imran Naseem (Int. J. Comput. Vis., 2016)

Automatic Shadow Detection and Removal from a Single Image. - Salman Hameed Khan; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

EI3D: Expression-invariant 3D face recognition based on feature and shape matching. - Yulan Guo; Yinjie Lei; Li Liu 002; Yan Wang 059; Mohammed Bennamoun; Ferdous Ahmed Sohel (Pattern Recognit. Lett., 2016)

A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. - Salman H. Khan 001; Munawar Hayat; Mohammed Bennamoun; Roberto Togneri; Ferdous Ahmed Sohel (IEEE Trans. Image Process., 2016)

A New Representation of Skeleton Sequences for 3D Action Recognition. - Qiuhong Ke; Mohammed Bennamoun; Senjian An; Ferdous Ahmed Sohel; Farid Boussaïd (CVPR, 2017)

Efficient Image Set Classification Using Linear Regression Based Image Reconstruction. - Syed Afaq Ali Shah; Uzair Nadeem; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (CVPR Workshops, 2017)

Persistence-based Interest Point Detection for 3D Deformable Surface. - Xupeng Wang 001; Ferdous Ahmed Sohel; Mohammed Bennamoun; Yulan Guo; Hang Lei (VISIGRAPP (1: GRAPP), 2017)

Enhanced LBP texture features from time frequency representations for acoustic scene classification. - Shamsiah Abidin; Roberto Togneri; Ferdous Ahmed Sohel (ICASSP, 2017)

Resfeats: Residual network based features for image classification. - Ammar Mahmood; Mohammed Bennamoun; Senjian An; Ferdous Ahmed Sohel (ICIP, 2017)

Random forest regression based acoustic event detection with bottleneck features. - Xianjun Xia; Roberto Togneri; Ferdous Ahmed Sohel; David Huang 001 (ICME, 2017)

Random forest classification based acoustic event detection. - Xianjun Xia; Roberto Togneri; Ferdous Ahmed Sohel; David Huang 001 (ICME, 2017)

Reinforced Memory Network for Question Answering. - Anupiya Nugaliyadde; Kok Wai Wong; Ferdous Sohel; Hong Xie 003 (ICONIP (2), 2017)

Learning deep structured network for weakly supervised change detection. - Salman Hameed Khan; Xuming He 001; Fatih Porikli; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (IJCAI, 2017)

Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection. - Xianjun Xia; Roberto Togneri; Ferdous Ahmed Sohel; David Huang 001 (INTERSPEECH, 2017)

Multi-level Search of a Knowledgebase for Semantic Parsing. - Anupiya Nugaliyadde; Kok Wai Wong; Ferdous Sohel; Hong Xie 003 (MIWAI, 2017)

A usability evaluation of Neuromender's upper limb game-based rehabilitation system for stroke survivors. - Mohd Fairuz Shiratuddin; Shri Rai; Gowshik Murali Krishnan; Mike Newton; Xuequn Wang; Ferdous Ahmed Sohel; David Blacker; Michelle Byrnes (SeGAH, 2017)

Graph clustering and anomaly detection of access control log for forensic purposes. - Hudan Studiawan; Christian Payne; Ferdous Sohel (Digit. Investig., 2017)

Discriminative feature learning and region consistency activation for robust scene labeling. - Yandong Li; Ferdous Ahmed Sohel; Mohammed Bennamoun; Hang Lei (Neurocomputing, 2017)

Scale space clustering evolution for salient region detection on 3D deformable shapes. - Xupeng Wang 001; Ferdous Ahmed Sohel; Mohammed Bennamoun; Yulan Guo; Hang Lei (Pattern Recognit., 2017)

SkeletonNet: Mining Deep Part Features for 3-D Action Recognition. - Qiuhong Ke; Senjian An; Mohammed Bennamoun; Ferdous Ahmed Sohel; Farid Boussaïd (IEEE Signal Process. Lett., 2017)

A Joint Deep Boltzmann Machine (jDBM) Model for Person Identification Using Mobile Phone Data. - Mohammad Rafiqul Alam; Mohammed Bennamoun; Roberto Togneri; Ferdous Ahmed Sohel (IEEE Trans. Multim., 2017)

RGB-D Object Recognition and Grasp Detection Using Hierarchical Cascaded Forests. - Umar Asif; Mohammed Bennamoun; Ferdous Ahmed Sohel (IEEE Trans. Robotics, 2017)

WNet: Joint Multiple Head Detection and Head Pose Estimation from a Spectator Crowd Image. - Yasir Jan; Ferdous Sohel; Mohd Fairuz Shiratuddin; Kok Wai Wong (ACCV Workshops, 2018)

Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition. - Qiuhong Ke; Jun Liu 036; Mohammed Bennamoun; Hossein Rahmani 001; Senjian An; Ferdous Sohel; Farid Boussaïd (ACCV (4), 2018)

Consumer Perceptions in the Adoption of the Electronic Health Records in Australia: A Pilot Study. - Neethu Mathai; Mohd Fairuz Shiratuddin; Ferdous Sohel; Alex Wang (ACIS, 2018)

Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations. - Shamsiah Abidin; Roberto Togneri; Ferdous Sohel (AVSS, 2018)

Confidence Based Acoustic Event Detection. - Xianjun Xia; Roberto Togneri; Ferdous Ahmed Sohel; David Huang 001 (ICASSP, 2018)

Classification of Corals in Reflectance and Fluorescence Images Using Convolutional Neural Network Representations. - Lian Xu; Mohammed Bennamoun; Senjian An; Ferdous Sohel; Farid Boussaïd (ICASSP, 2018)

Local Binary Pattern with Random Forest for Acoustic Scene Classification. - Shamsiah Abidin; Xianjun Xia; Roberto Togneri; Ferdous Sohel (ICME, 2018)

Generalized Joint Sparse Representation for Multimodal Biometric Fusion of Heterogeneous Features. - Rudi Primorac; Roberto Togneri; Mohammed Bennamoun; Ferdous Sohel (WIFS, 2018)

Identity Adaptation for Person Re-Identification. - Qiuhong Ke; Mohammed Bennamoun; Hossein Rahmani 001; Senjian An; Ferdous Sohel; Farid Boussaïd (IEEE Access, 2018)

Image Set Classification for Low Resolution Surveillance. - Uzair Nadeem; Syed Afaq Ali Shah; Mohammed Bennamoun; Roberto Togneri; Ferdous Ahmed Sohel (CoRR, 2018)

Exploiting layerwise convexity of rectifier networks with sign constrained weights. - Senjian An; Farid Boussaïd; Mohammed Bennamoun; Ferdous Sohel (Neural Networks, 2018)

A Multi-Modal, Discriminative and Spatially Invariant CNN for RGB-D Object Labeling. - Umar Asif; Mohammed Bennamoun; Ferdous Ahmed Sohel (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features. - Xianjun Xia; Roberto Togneri; Ferdous Ahmed Sohel; David Huang 001 (Pattern Recognit., 2018)

Spectrotemporal Analysis Using Local Binary Pattern Variants for Acoustic Scene Classification. - Shamsiah Abidin; Roberto Togneri; Ferdous Ahmed Sohel (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Learning Clip Representations for Skeleton-Based 3D Action Recognition. - Qiuhong Ke; Mohammed Bennamoun; Senjian An; Ferdous Ahmed Sohel; Farid Boussaïd (IEEE Trans. Image Process., 2018)

Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction. - Qiuhong Ke; Mohammed Bennamoun; Senjian An; Ferdous Ahmed Sohel; Farid Boussaïd (IEEE Trans. Multim., 2018)

Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data. - Salman H. Khan 001; Munawar Hayat; Mohammed Bennamoun; Ferdous Ahmed Sohel; Roberto Togneri (IEEE Trans. Neural Networks Learn. Syst., 2018)

Deep Learning for Scene Understanding. - Uzair Nadeem; Syed Afaq Ali Shah; Ferdous Sohel; Roberto Togneri; Mohammed Bennamoun (Handbook of Deep Learning Applications, 2019)

Deep Learning for Marine Species Recognition. - Lian Xu; Mohammed Bennamoun; Senjian An; Ferdous Sohel; Farid Boussaïd (Handbook of Deep Learning Applications, 2019)

Automatic Graph-Based Clustering for Security Logs. - Hudan Studiawan; Christian Payne; Ferdous Sohel (AINA, 2019)

Bi-SAN-CAP: Bi-Directional Self-Attention for Image Captioning. - Md. Zakir Hossain; Ferdous Sohel; Mohd Fairuz Shiratuddin; Hamid Laga; Mohammed Bennamoun (DICTA, 2019)

Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images. - Uzair Nadeem; Mohammed Bennamoun; Ferdous Sohel; Roberto Togneri (DICTA, 2019)

Improving Follicular Lymphoma Identification using the Class of Interest for Transfer Learning. - Upeka Somaratne; Kok Wai Wong; Jeremy Parry; Ferdous Sohel; Xuequn Wang; Hamid Laga (DICTA, 2019)

An Improved Approach to Weakly Supervised Semantic Segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Senjian An; Ferdous Sohel (ICASSP, 2019)

Enhancing Semantic Word Representations by Embedding Deep Word Relationships. - Anupiya Nugaliyadde; Kok Wai Wong; Ferdous Sohel; Hong Xie 003 (ICCAE, 2019)

Attention-Based Image Captioning Using DenseNet Features. - Md. Zakir Hossain; Ferdous Sohel; Mohd Fairuz Shiratuddin; Hamid Laga; Mohammed Bennamoun (ICONIP (5), 2019)

MON: Multiple Output Neurons. - Yasir Jan; Ferdous Sohel; Mohd Fairuz Shiratuddin; Kok Wai Wong (ICONIP (5), 2019)

Learning-Based Confidence Estimation for Multi-modal Classifier Fusion. - Uzair Nadeem; Mohammed Bennamoun; Ferdous Sohel; Roberto Togneri (ICONIP (2), 2019)

Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds. - Uzair Nadeem; Mohammad A. A. K. Jalwana; Mohammed Bennamoun; Roberto Togneri; Ferdous Sohel (ICONIP (2), 2019)

Language Modeling through Long-Term Memory Network. - Anupiya Nugaliyadde; Ferdous Sohel; Kok Wai Wong; Hong Xie 003 (IJCNN, 2019)

Coral Classification Using DenseNet and Cross-modality Transfer Learning. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Senjian An; Ferdous Sohel (IJCNN, 2019)

Body Detection in Spectator Crowd Images Using Partial Heads. - Yasir Jan; Ferdous Sohel; Mohd Fairuz Shiratuddin; Kok Wai Wong (PSIVT, 2019)

Enhanced Transfer Learning with ImageNet Trained Classification Layer. - Tasfia Shermin; Shyh Wei Teng; M. Manzur Murshed; Guojun Lu; Ferdous Sohel; Manoranjan Paul (PSIVT, 2019)

Deep learning-based 3D local feature descriptor from Mercator projections. - Masoumeh Rezaei; Mehdi Rezaeian; Vali Derhami; Ferdous Sohel; Mohammed Bennamoun (Comput. Aided Geom. Des., 2019)

Enhancing Semantic Word Representations by Embedding Deeper Word Relationships. - Anupiya Nugaliyadde; Kok Wai Wong; Ferdous Sohel; Hong Xie 003 (CoRR, 2019)

Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Cloud. - Uzair Nadeem; Mohammad A. A. K. Jalwana; Mohammed Bennamoun; Roberto Togneri; Ferdous Sohel (CoRR, 2019)

Hierarchical Classification of Kelps utilizing Deep Residual Features. - Ammar Mahmood; Ana Giraldo Ospina; Mohammed Bennamoun; Senjian An; Ferdous Sohel; Farid Boussaïd; Renae Hovey; Robert B. Fisher; Gary A. Kendrick (CoRR, 2019)

Robust Pose Invariant Shape and Texture based Hand Recognition. - Ferdous Sohel; Amar A. El-Sallam; Mohammed Bennamoun (CoRR, 2019)

A Survey: Neural Network-Based Deep Learning for Acoustic Event Detection. - Xianjun Xia; Roberto Togneri; Ferdous Sohel; Yuanjun Zhao; Defeng Huang (Circuits Syst. Signal Process., 2019)

A Comprehensive Survey of Deep Learning for Image Captioning. - Md. Zakir Hossain; Ferdous Sohel; Mohd Fairuz Shiratuddin; Hamid Laga (ACM Comput. Surv., 2019)

A survey on forensic investigation of operating system logs. - Hudan Studiawan; Ferdous Sohel; Christian Payne (Digit. Investig., 2019)

NormalNet: A voxel-based CNN for 3D object classification and retrieval. - Cheng Wang 003; Ming Cheng 002; Ferdous Sohel; Mohammed Bennamoun; Jonathan Li 001 (Neurocomputing, 2019)

Review of Modelling and Simulating Crowds at Mass Gathering Events: Hajj as a Case Study. - Almoaid Owaidah; Doina Olaru; Mohammed Bennamoun; Ferdous Sohel; R. Nazim Khan (J. Artif. Soc. Soc. Simul., 2019)

Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection. - Xianjun Xia; Roberto Togneri; Ferdous Sohel; Defeng Huang (IEEE Trans. Multim., 2019)

Automatic Event Log Abstraction to Support Forensic Investigation. - Hudan Studiawan; Ferdous Sohel; Christian Payne (ACSW, 2020)

RCNN for Region of Interest Detection in Whole Slide Images. - Anupiya Nugaliyadde; Kok Wai Wong; Jeremy Parry; Ferdous Sohel; Hamid Laga; Upeka V. Somaratne; Chris Yeomans; Orchid Foster (ICONIP (5), 2020)

3D Object Classification Using a Volumetric Deep Neural Network: An Efficient Octree Guided Auxiliary Learning Approach. - A. A. M. Muzahid; Wanggen Wan; Ferdous Sohel; Naimat-Ullah Khan; Ofelia Cervantes Villagómez; Hidayat Ullah (IEEE Access, 2020)

Sentiment Analysis in a Forensic Timeline With Deep Learning. - Hudan Studiawan; Ferdous Sohel; Christian Payne (IEEE Access, 2020)

Scale-Aware Feature Network for Weakly Supervised Semantic Segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Ferdous Sohel (IEEE Access, 2020)

A review of the uses of virtual reality in engineering education. - Jaiden A. di Lanzo; Andrew Valentine; Ferdous Sohel; Angie Y. T. Yapp; Kudakwashe C. Muparadzi; Merkorios Abdelmalek (Comput. Appl. Eng. Educ., 2020)

Unconstrained Matching of 2D and 3D Descriptors for 6-DOF Pose Estimation. - Uzair Nadeem; Mohammed Bennamoun; Roberto Togneri; Ferdous Sohel (CoRR, 2020)

Open Set Domain Adaptation with Multi-Classifier Adversarial Network. - Tasfia Shermin; Guojun Lu; Shyh Wei Teng; M. Manzur Murshed; Ferdous Sohel (CoRR, 2020)

ResFeats: Residual network based features for underwater image classification. - Ammar Mahmood; Mohammed Bennamoun; Senjian An; Ferdous Sohel; Farid Boussaïd (Image Vis. Comput., 2020)

A High-Performance Spectral-Spatial Residual Network for Hyperspectral Image Classification with Small Training Data. - Wijayanti Nurul Khotimah; Mohammed Bennamoun; Farid Boussaïd; Ferdous Sohel; David Edwards (Remote. Sens., 2020)

Automatic Hierarchical Classification of Kelps Using Deep Residual Features. - Ammar Mahmood; Ana Giraldo Ospina; Mohammed Bennamoun; Senjian An; Ferdous Sohel; Farid Boussaïd; Renae Hovey; Robert B. Fisher; Gary A. Kendrick (Sensors, 2020)

Sound Event Detection Using Multiple Optimized Kernels. - Xianjun Xia; Roberto Togneri; Ferdous Sohel; Yuanjun Zhao; Defeng David Huang (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Learning Latent Global Network for Skeleton-Based Action Prediction. - Qiuhong Ke; Mohammed Bennamoun; Hossein Rahmani 001; Senjian An; Ferdous Sohel; Farid Boussaïd (IEEE Trans. Image Process., 2020)

Multi-Task Learning for Acoustic Event Detection Using Event and Frame Position Information. - Xianjun Xia; Roberto Togneri; Ferdous Sohel; Yuanjun Zhao; David Huang 001 (IEEE Trans. Multim., 2020)

Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation. - Lian Xu; Wanli Ouyang; Mohammed Bennamoun; Farid Boussaïd; Ferdous Sohel; Dan Xu 002 (ICCV, 2021)

PD-Net: Point Dropping Network for Flexible Adversarial Example Generation with $L_{0}$ Regularization. - Zhengyi Wang; Xupeng Wang 001; Ferdous Sohel; Yong Liao (IJCNN, 2021)

Text to Image Synthesis for Improved Image Captioning. - Md. Zakir Hossain; Ferdous Sohel; Mohd Fairuz Shiratuddin; Hamid Laga; Mohammed Bennamoun (IEEE Access, 2021)

Robust Image Classification Using a Low-Pass Activation Function and DCT Augmentation. - Md Tahmid Hossain; Shyh Wei Teng; Ferdous Sohel; Guojun Lu (IEEE Access, 2021)

Modelling Mass Crowd Using Discrete Event Simulation: A Case Study of Integrated Tawaf and Sayee Rituals During Hajj. - Almoaid Owaidah; Doina Olaru; Mohammed Bennamoun; Ferdous Sohel; R. Nazim Khan (IEEE Access, 2021)

A survey of deep learning techniques for weed detection from images. - A. S. M. Mahmudul Hasan; Ferdous Sohel; Dean Diepeveen; Hamid Laga; Michael G. K. Jones (Comput. Electron. Agric., 2021)

An Integrated Attribute Guided Dense Attention Model for Fine-Grained Generalized Zero-Shot Learning. - Tasfia Shermin; Shyh Wei Teng; Ferdous Sohel; M. Manzur Murshed; Guojun Lu (CoRR, 2021)

A novel network training approach for open set image recognition. - Md Tahmid Hossain; Shyh Wei Teng; Guojun Lu; Ferdous Sohel (CoRR, 2021)

Anti-aliasing Deep Image Classifiers using Novel Depth Adaptive Blurring and Activation Function. - Md Tahmid Hossain; Shyh Wei Teng; Ferdous Sohel; Guojun Lu (CoRR, 2021)

Energy-cost aware off-grid base stations with IoT devices for developing a green heterogeneous network. - Khondoker Ziaul Islam; Md. Sanwar Hossain; B. M. Ruhul Amin; Ferdous Sohel (CoRR, 2021)

Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery. - A. S. M. Mahmudul Hasan; Ferdous Sohel; Dean Diepeveen; Hamid Laga; Michael G. K. Jones (CoRR, 2021)

CurveNet: Curvature-Based Multitask Learning Deep Networks for 3D Object Recognition. - A. A. M. Muzahid; Wanggen Wan; Ferdous Sohel; Lianyao Wu; Li Hou (IEEE CAA J. Autom. Sinica, 2021)

Imputation of missing data with class imbalance using conditional generative adversarial networks. - Saqib Ejaz Awan; Mohammed Bennamoun; Ferdous Sohel; Frank M. Sanfilippo; Girish Dwivedi (Neurocomputing, 2021)

Progressive conditional GAN-based augmentation for 3D object recognition. - A. A. M. Muzahid; Wanggen Wan; Ferdous Sohel; Mohammed Bennamoun; Li Hou; Hidayat Ullah (Neurocomputing, 2021)

Adversarial point cloud perturbations against 3D object detection in autonomous driving systems. - Xupeng Wang 001; Mumuxin Cai; Ferdous Sohel; Nan Sang; Zhengwei Chang (Neurocomputing, 2021)

Atrous convolutional feature network for weakly supervised semantic segmentation. - Lian Xu; Hao Xue 001; Mohammed Bennamoun; Farid Boussaïd; Ferdous Sohel (Neurocomputing, 2021)

Real time surveillance for low resolution and limited data scenarios: An image set classification approach. - Uzair Nadeem; Syed Afaq Ali Shah; Mohammed Bennamoun; Roberto Togneri; Ferdous Sohel (Inf. Sci., 2021)

Anomaly detection in a forensic timeline with deep autoencoders. - Hudan Studiawan; Ferdous Sohel (J. Inf. Secur. Appl., 2021)

Diffusion Geometry Derived Keypoints and Local Descriptors for 3D Deformable Shape Analysis. - Xupeng Wang 001; Mohammed Bennamoun; Ferdous Sohel; Hang Lei (J. Circuits Syst. Comput., 2021)

Anomaly Detection in Operating System Logs with Deep Learning-Based Sentiment Analysis. - Hudan Studiawan; Ferdous Sohel; Christian Payne (IEEE Trans. Dependable Secur. Comput., 2021)

Adversarial Network With Multiple Classifiers for Open Set Domain Adaptation. - Tasfia Shermin; Guojun Lu; Shyh Wei Teng; M. Manzur Murshed; Ferdous Sohel (IEEE Trans. Multim., 2021)

Adversary Distillation for One-Shot Attacks on 3D Target Tracking. - Zhengyi Wang; Xupeng Wang 001; Ferdous Sohel; Mohammed Bennamoun; Yong Liao; Jiali Yu (ICASSP, 2022)

Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation. - Juan Lu; Rebecca Hutchens; Joseph Hung; Mohammed Bennamoun; Brendan McQuillan; Tom Briffa; Ferdous Sohel; Kevin Murray 005; Jonathon Stewart; Benjamin J. W. Chow; Frank M. Sanfilippo; Girish Dwivedi (Comput. Biol. Medicine, 2022)

Machine learning-based detection of freezing events using infrared thermography. - Sayma Shammi; Ferdous Sohel; Dean Diepeveen; Sebastian Zander; Michael G. K. Jones; Amanuel Bekuma; Ben Biddulph (Comput. Electron. Agric., 2022)

Erratum to "Progressive conditional GAN-based augmentation for 3D object recognition" [Neurocomputing 460 (2021) 20-30]. - A. A. M. Muzahid; Wanggen Wan; Ferdous Sohel; Mohammed Bennamoun; Li Hou; Hidayat Ullah (Neurocomputing, 2022)

A reinforcement learning-based approach for imputing missing data. - Saqib Ejaz Awan; Mohammed Bennamoun; Ferdous Sohel; Frank M. Sanfilippo; Girish Dwivedi (Neural Comput. Appl., 2022)

Integrated generalized zero-shot learning for fine-grained classification. - Tasfia Shermin; Shyh Wei Teng; Ferdous Sohel; M. Manzur Murshed; Guojun Lu (Pattern Recognit., 2022)

SC-CAN: Spectral Convolution and Channel Attention Network for Wheat Stress Classification. - Wijayanti Nurul Khotimah; Farid Boussaïd; Ferdous Sohel; Lian Xu; David Edwards; Xiu Jin; Mohammed Bennamoun (Remote. Sens., 2022)

Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning. - Tasfia Shermin; Shyh Wei Teng; Ferdous Sohel; M. Manzur Murshed; Guojun Lu (IEEE Trans. Image Process., 2022)

An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec. - Linping Xu; Jiawei Jiang; Dejun Zhang; Xianjun Xia; Li Chen; Yijian Xiao; Piao Ding; Shenyi Song; Sixing Yin; Ferdous Sohel (INTERSPEECH, 2023)

Topology-aware universal adversarial attack on 3D object tracking. - Riran Cheng; Xupeng Wang 001; Ferdous Sohel; Hang Lei (Vis. Intell., 2023)

Deep learning-based detection of aphid colonies on plants from a reconstructed Brassica image dataset. - Abderraouf Amrani; Ferdous Sohel; Dean Diepeveen; David Murray; Michael G. K. Jones (Comput. Electron. Agric., 2023)

MCE-ST: Classifying crop stress using hyperspectral data with a multiscale conformer encoder and spectral-based tokens. - Wijayanti Nurul Khotimah; Mohammed Bennamoun; Farid Boussaïd; Lian Xu; David Edwards; Ferdous Sohel (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Lambing event detection using deep learning from accelerometer data. - Kirk E. Turner; Ferdous Sohel; Ian Harris; Mark Ferguson; Andrew Thompson 007 (Comput. Electron. Agric., 2023)

Anti-aliasing deep image classifiers using novel depth adaptive blurring and activation function. - Md Tahmid Hossain; Shyh Wei Teng; Guojun Lu; Mohammad Arifur Rahman; Ferdous Sohel (Neurocomputing, 2023)

Machine learning-based LoRa localisation using multiple received signal features. - Khondoker Ziaul Islam; David Murray; Dean Diepeveen; Michael G. K. Jones; Ferdous Sohel (IET Wirel. Sens. Syst., 2023)

A Novel AUC Maximization Imbalanced Learning Approach for Predicting Composite Outcomes in COVID-19 Hospitalized Patients. - Guanjin Wang; Stephen Wai Hang Kwok; Muhammed Yousufuddin; Ferdous Sohel (IEEE J. Biomed. Health Informatics, 2023)

An AUC-maximizing classifier for skewed and partially labeled data with an application in clinical prediction modeling. - Guanjin Wang; Stephen Wai Hang Kwok; Daniel Axford; Muhammed Yousufuddin; Ferdous Sohel (Knowl. Based Syst., 2023)

Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation. - Uzair Nadeem; Mohammed Bennamoun; Roberto Togneri; Ferdous Sohel; Aref Miri Rekavandi; Farid Boussaïd (Pattern Recognit., 2023)

Image patch-based deep learning approach for crop and weed recognition. - A. S. M. Mahmudul Hasan; Dean Diepeveen; Hamid Laga; Michael G. K. Jones; Ferdous Sohel (Ecol. Informatics, 2023)

Dynamic View Synthesis of Thin Structures with Short-term Movements from Monocular Videos Using Neural Radiance Fields. - Uchitha Rajapaksha; Hamid Laga; Dean Diepeveen; Mohammed Bennamoun; Ferdous Sohel (DICTA, 2024)

DEER: Deep Emotion-Sets for Fine-Grained Emotion Recognition. - Sharjeel Tahir; Nima Mirnateghi; Syed Afaq Ali Shah; Ferdous Sohel (DICTA, 2024)

A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-Shaped Structures. - Tahmina Khanam; Hamid Laga; Mohammed Bennamoun; Guanjin Wang; Ferdous Sohel; Farid Boussaïd; Guan Wang; Anuj Srivastava (ECCV (67), 2024)

Multi-task learning model for agricultural pest detection from crop-plant imagery: A Bayesian approach. - Abderraouf Amrani; Dean Diepeveen; David Murray; Michael G. K. Jones; Ferdous Sohel (Comput. Electron. Agric., 2024)

Plant disease recognition in a low data scenario using few-shot learning. - Masoud Rezaei; Dean Diepeveen; Hamid Laga; Michael G. K. Jones; Ferdous Sohel (Comput. Electron. Agric., 2024)

Early frost detection in wheat using machine learning from vertical temperature distributions. - Sayma Shammi; Dean Diepeveen; Sebastian Zander; Michael G. K. Jones; Ferdous Sohel (Comput. Electron. Agric., 2024)

LoRa localisation using single mobile gateway. - Khondoker Ziaul Islam; David Murray; Dean Diepeveen; Michael G. K. Jones; Ferdous Sohel (Comput. Commun., 2024)

An ensembled method for predicting dissolved oxygen level in aquaculture environment. - Dachun Feng; Qianyu Han; Longqin Xu; Ferdous Sohel; Shahbaz Gul Hassan; Shuangyin Liu (Ecol. Informatics, 2024)

Deep learning for 3D object recognition: A survey. - A. A. M. Muzahid; Hua Han 002; Yujin Zhang; Dawei Li; Yuhe Zhang; Junaid Jamshid; Ferdous Sohel (Neurocomputing, 2024)

DRC: Chromatic aberration intensity priors for underwater image enhancement. - Qian Liu; Zongxin He; Dehuan Zhang; Weishi Zhang; Zifan Lin; Ferdous Sohel (J. Vis. Commun. Image Represent., 2024)

Contextual Attribution Maps-Guided Transferable Adversarial Attack for 3D Object Detection. - Mumuxin Cai; Xupeng Wang 001; Ferdous Sohel; Hang Lei (Remote. Sens., 2024)

A Pixel Distribution Remapping and Multi-Prior Retinex Variational Model for Underwater Image Enhancement. - Jingchun Zhou; Shiyin Wang; Zifan Lin; Qiuping Jiang; Ferdous Sohel (IEEE Trans. Multim., 2024)

LoRa-based outdoor localization and tracking using unsupervised symbolization. - Khondoker Ziaul Islam; David Murray; Dean Diepeveen; Michael G. K. Jones; Ferdous Sohel (Internet Things, 2024)

Diffusion Models-Based Purification for Common Corruptions on Robust 3D Object Detection. - Mumuxin Cai; Xupeng Wang 001; Ferdous Sohel; Hang Lei (Sensors, 2024)

Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey. - Uchitha Rajapaksha; Ferdous Sohel; Hamid Laga; Dean Diepeveen; Mohammed Bennamoun (ACM Comput. Surv., 2024)

LiDAR-SPD: Improving Adversarial Robustness of 3D Object Detection via Spherical Projection and Diffusion. - Mumuxin Cai; Xupeng Wang 001; Ferdous Sohel; Hang Lei (ICASSP, 2025)

Superpoints Guided Local Explanation For Deep 3D Trackers. - Riran Cheng; Xupeng Wang 001; Ferdous Sohel; Hang Lei (ICASSP, 2025)

RSM: Refined Saliency Map For Explainable 3D Object Tracking. - Riran Cheng; Xupeng Wang 001; Ferdous Sohel; Hang Lei (ICASSP, 2025)

DormGuardNet: A Lightweight Deep Learning Model for Detecting Prohibited Items in Student Dormitory Environments. - Imrul Jahid; A. A. M. Muzahid; Reda Lamtoueh; Sayed Jobaer; Nazratun Naim Neha; Hua Han 002; Yujin Zhang; Ferdous Sohel (ICCAE, 2025)

Intelligent Intrusion Detection in IoT: Integrating Machine Learning and Feature Automation. - Nazratun Naim Neha; A. A. M. Muzahid; Md Shamsuzzoha; Imrul Jahid; Hua Han 002; Yujin Zhang; Md Musabbir Hossain; Ferdous Sohel (ICCAE, 2025)

Hybrid Feature Extraction for 12-Lead Ecg Classification by Integrating Handcrafted and Deep Learning Techniques. - Oleksandr Ponemash; A. A. M. Muzahid; Reda Lamtoueh; Hua Han 002; Yujin Zhang; Ferdous Sohel (ICCAE, 2025)

A comprehensive survey of imaging-based methods of measuring intracranial pressure. - A Z. M. Ehtesham Chowdhury; Graham Mann; William H. Morgan; Andrew Mehnert; Ferdous Sohel (Biomed. Signal Process. Control., 2025)

A transformer-based few-shot learning pipeline for barley disease detection from field-collected imagery. - Masoud Rezaei; Dean Diepeveen; Hamid Laga; Sanjiv Gupta; Michael G. K. Jones; Ferdous Sohel (Comput. Electron. Agric., 2025)

Deep learning-based analysis of insect life stages using a repurposed dataset. - Fatin Faiaz Ahsan; Melissa L. Thomas; Hamid Laga; Ferdous Sohel (Ecol. Informatics, 2025)

Body-part-based individual feral cat identification from camera trap images using deep learning. - Rio Rifqi Syah Akbar; Matthew W. Rees; Patricia A. Fleming; Ferdous Sohel (Ecol. Informatics, 2025)

Enhanced concrete crack segmentation with MSMC-U-Net: integrating multiscale features and contextual analysis for infrastructure safety. - Sachal Pervaiz; Changqing Cai; Rawal Javed; Shuangyin Liu; Ferdous Sohel; Shahbaz Gul Hassan; Huakun Huang (Expert Syst. Appl., 2025)

Deep Learning based Payload Optimization for Image Transmission over LoRa with HARQ. - Khondoker Ziaul Islam; David Murray; Dean Diepeveen; Michael G. K. Jones; Ferdous Sohel (Internet Things, 2025)

Transferable universal adversarial attack against 3D object detection with latent feature disruption. - Mumuxin Cai; Xupeng Wang 001; Ferdous Sohel; Dian Xiao; Hang Lei (J. Syst. Archit., 2025)

Dual-Phase Framework for Few-Shot Hyperspectral Image Classification With Spatiospectral Masked Autoencoder and Episode Training. - Wijayanti Nurul Khotimah; Mohammed Bennamoun; Farid Boussaïd; Lian Xu; Ferdous Sohel (IEEE Trans. Geosci. Remote. Sens., 2025)

RSUIA: Dynamic No-Reference Underwater Image Assessment via Reinforcement Sequences. - Jingchun Zhou; Chunjiang Liu; Dehuan Zhang; Zongxin He; Ferdous Sohel; Qiuping Jiang (IEEE Trans. Multim., 2025)

FlexiCrackNet: A Flexible Pipeline for Enhanced Crack Segmentation with General Features Transfered from SAM. - Xinlong Wan; Xiaoyan Jiang; Guangsheng Luo; Ferdous Sohel; Jenq-Neng Hwang (CoRR, 2025)

Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Wanli Ouyang; Ferdous Sohel; Dan Xu 002 (IEEE Trans. Neural Networks Learn. Syst., 2025)

LHQNN: sequential and non-sequential layered hybrid quantum neural networks for image classification. - Monika Kabir; Mohammed Kaosar; Hamid Laga; Ferdous Sohel (Quantum Mach. Intell., 2025)

Black-Box Explainability-Guided Adversarial Attack for 3D Object Tracking. - Riran Cheng; Xupeng Wang 001; Ferdous Sohel; Hang Lei (IEEE Trans. Circuits Syst. Video Technol., 2025)