| 2024 | IJCNN | MSSP: A Multi-view Benchmark for Street Scene Perception in Assistive Navigation. | Yang Di, Son Lam Phung, Abdesselam Bouzerdoum |
| 2024 | IJCNN | Bio-DETR: A Transformer-based Network for Pest and Seed Detection with Hyperspectral Images. | Yang Di, Son Lam Phung, Julian Van Den Berg, Jason Clissold, Ly Bui, Hoang Thanh Le, Abdesselam Bouzerdoum |
| 2024 | WACV | UOW-Vessel: A Benchmark Dataset of High-Resolution Optical Satellite Images for Vessel Detection and Segmentation. | Ly Bui, Son Lam Phung, Yang Di, Hoang Thanh Le, Tran Thanh Phong Nguyen, Sandy Burden, Abdesselam Bouzerdoum |
| 2023 | DICTA | Enhanced Experience Replay for Class Incremental Continual Learning. | Jiafu Hao, Son Lam Phung, Yang Di, Hoang Thanh Le, Abdesselam Bouzerdoum |
| 2023 | ICIP | TP-YOLO: A Lightweight Attention-Based Architecture for Tiny Pest Detection. | Yang Di, Son Lam Phung, Julian Van Den Berg, Jason Clissold, Abdesselam Bouzerdoum |
| 2022 | CVPR | Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation. | Minh-Hieu Phan, The-Anh Ta, Son Lam Phung, Long Tran-Thanh, Abdesselam Bouzerdoum |
| 2021 | ICASSP | Sparsity And Nonnegativity Constrained Krylov Approach For Direction Of Arrival Estimation. | Hamza Baali, Abdesselam Bouzerdoum, Abdelkrim Khelif |
| 2020 | ICASSP | Multichannel Signal Classification Using Vector Autoregression. | Amine Haboub, Hamza Baali, Abdesselam Bouzerdoum |
| 2020 | ICASSP | A Variational Bayesian Approach for Multichannel Through-Wall Radar Imaging with Low-Rank and Sparse Priors. | Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung |
| 2020 | ICIP | Infer The Input To The Generator Of Auxiliary Classifier Generative Adversarial Networks. | Xiaoming Peng, Abdesselam Bouzerdoum, Son Lam Phung |
| 2020 | ICPR | Real-time Pedestrian Lane Detection for Assistive Navigation using Neural Architecture Search. | Sui Paul Ang, Son Lam Phung, Abdesselam Bouzerdoum, Thi Nhat Anh Nguyen, Soan Thi Minh Duong, Mark Matthias Schira |
| 2020 | ICPR | Ordinal Depth Classification Using Region-based Self-attention. | Minh-Hieu Phan, Son Lam Phung, Abdesselam Bouzerdoum |
| 2019 | DICTA | Part-Based Feature Aggregation Method for Dynamic Scene Recognition. | Xiaoming Peng, Abdesselam Bouzerdoum |
| 2019 | DICTA | Mine-Like Object Sensing in Sonar Imagery with a Compact Deep Learning Architecture for Scarce Data. | Son Lam Phung, Thi Nhat Anh Nguyen, Hoang Thanh Le, Philip B. Chapple, Christian H. Ritz, Abdesselam Bouzerdoum, Le Chung Tran |
| 2019 | ICASSP | Radar Stationary and Moving Indoor Target Localization with Low-rank and Sparse Regularizations. | Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung |
| 2018 | ACCV | Pooling-Based Feature Extraction and Coarse-to-fine Patch Matching for Optical Flow Estimation. | Xiaolin Tang, Son Lam Phung, Abdesselam Bouzerdoum, Van Ha Tang |
| 2018 | DICTA | Human Brain Tissue Segmentation in fMRI using Deep Long-Term Recurrent Convolutional Network. | Sui Paul Ang, Son Lam Phung, Mark Matthias Schira, Abdesselam Bouzerdoum, Soan Thi Minh Duong |
| 2018 | ICASSP | Anatomy-Guided Inverse-Gradient Susceptibility Artifact Correction Method for High-Resolution FMRI. | Soan Thi Minh Duong, Mark M. Schira, Son Lam Phung, Abdesselam Bouzerdoum, H. G. B. Taylor |
| 2018 | ICASSP | Human Motion Classification with Micro-Doppler Radar and Bayesian-Optimized Convolutional Neural Networks. | Hoang Thanh Le, Son Lam Phung, Abdesselam Bouzerdoum, Fok Hing Chi Tivive |
| 2018 | ICASSP | A Matrix Completion Approach for Wall-Clutter Mitigation in Compressive Radar Imaging of Indoor Targets. | Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung |
| 2018 | ICPR | Human Gait Recognition with Micro-Doppler Radar and Deep Autoencoder. | Hoang Thanh Le, Son Lam Phung, Abdesselam Bouzerdoum |
| 2017 | ICASSP | Through-the-wall radar signal classification using discriminative dictionary learning. | Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Jia Fei |
| 2017 | ICASSP | Human interaction recognition using low-rank matrix approximation and super descriptor tensor decomposition. | Muhammad Rizwan Khokher, Abdesselam Bouzerdoum, Son Lam Phung |
| 2017 | ICASSP | Enhanced pixel-wise voting for image vanishing point detection in road scenes. | L. Nguyen, Son Lam Phung, Abdesselam Bouzerdoum |
| 2017 | ICIP | An efficient local method for stereo matching using daisy features. | Xiaoming Peng, Abdesselam Bouzerdoum, Son Lam Phung |
| 2016 | DICTA | Efficient Vanishing Point Estimation for Unstructured Road Scenes. | Linh Nguyen, Son Lam Phung, Abdesselam Bouzerdoum |
| 2016 | ICASSP | Variational inference for infinite mixtures of sparse Gaussian processes through KL-correction. | Thi Nhat Anh Nguyen, Abdesselam Bouzerdoum, Son Lam Phung |
| 2016 | ICASSP | Radar imaging of stationary indoor targets using joint low-rank and sparsity constraints. | Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive |
| 2015 | DICTA | Violent Scene Detection Using a Super Descriptor Tensor Decomposition. | Muhammad Rizwan Khokher, Abdesselam Bouzerdoum, Son Lam Phung |
| 2015 | DICTA | Video Classification Based on Spatial Gradient and Optical Flow Descriptors. | Xiaolin Tang, Abdesselam Bouzerdoum, Son Lam Phung |
| 2015 | ICASSP | Multi-view indoor scene reconstruction from compressed through-wall radar measurements using a joint bayesian sparse representation. | Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive |
| 2015 | ICASSP | A tensor-based subspace wall clutter mitigation method for through-the-wall radar imaging. | Fok Hing Chi Tivive, Abdesselam Bouzerdoum |
| 2015 | ICASSP | Depth image super-resolution using internal and external information. | Haoheng Zheng, Abdesselam Bouzerdoum, Son Lam Phung |
| 2015 | VCIP | Invariant image recognition under projective deformations: An image normalization approach. | Xue Wei, Son Lam Phung, Abdesselam Bouzerdoum, Amine Bermak |
| 2014 | ACCV | Lane Detection in Unstructured Environments for Autonomous Navigation Systems. | Manh Cuong Le, Son Lam Phung, Abdesselam Bouzerdoum |
| 2014 | DICTA | Crowd Behavior Recognition Using Dense Trajectories. | Muhammad Rizwan Khokher, Abdesselam Bouzerdoum, Son Lam Phung |
| 2014 | DICTA | Pedestrian Lane Detection in Unstructured Environments for Assistive Navigation. | Manh Cuong Le, Son Lam Phung, Abdesselam Bouzerdoum |
| 2014 | ICASSP | Enhanced wall clutter mitigation for compressed through-the-wall radar imaging using joint Bayesian sparse signal recovery. | Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive |
| 2014 | ICIP | Affine-invariant scene categorization. | Xue Wei, Son Lam Phung, Abdesselam Bouzerdoum |
| 2013 | ICASSP | A compressed sensing method for complex-valued signals with application to through-the-wall radar imaging. | Fok Hing Chi Tivive, Abdesselam Bouzerdoum |
| 2013 | ICIP | Depth image super-resolution using multi-dictionary sparse representation. | H. Zheng, Abdesselam Bouzerdoum, Son Lam Phung |
| 2012 | AVSS | Adaptive Autoregressive Logarithmic Search for 3D Human Tracking. | Peiyao Li, Abdesselam Bouzerdoum, Son Lam Phung |
| 2012 | DICTA | Pedestrian Lane Detection for the Visually Impaired. | Manh Cuong Le, Son Lam Phung, Abdesselam Bouzerdoum |
| 2012 | ICASSP | A Gaussian-Rayleigh mixture modeling approach for through-the-wall radar image segmentation. | Cher Hau Seng, Abdesselam Bouzerdoum, Moeness G. Amin, Fauzia Ahmad |
| 2012 | ICASSP | Compressed sensing-based frequency selection for classification of ground penetrating radar signals. | Wenbin Shao, Abdesselam Bouzerdoum, Son Lam Phung |
| 2012 | ICPR | Pedestrian lane detection for assistive navigation of blind people. | Manh Cuong Le, Son Lam Phung, Abdesselam Bouzerdoum |
| 2012 | IJCNN | A short length window-based method for islanding detection in distributed generation. | Mollah R. Alam, Kashem M. Muttaqi, Abdesselam Bouzerdoum |
| 2012 | IJCNN | Automatic classification of human motions using Doppler radar. | Jingli Li, Son Lam Phung, Fok Hing Chi Tivive, Abdesselam Bouzerdoum |
| 2011 | CVPR | Pedestrian sensing using time-of-flight range camera. | Xue Wei, Son Lam Phung, Abdesselam Bouzerdoum |
| 2011 | ICASSP | Multiple-Measurement Vector model and its application to Through-the-Wall Radar Imaging. | Jie Yang, Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Moeness G. Amin |
| 2011 | ICIP | Adaptive regularization for multiple image restoration using an extended Total Variations approach. | Matthew Andrew Kitchener, Abdesselam Bouzerdoum, Son Lam Phung |
| 2011 | ICIP | Optical flow estimation using sparse gradient representation. | Muhammad Wasim Nawaz, Abdesselam Bouzerdoum, Son Lam Phung |
| 2010 | CEC | A particle swarm optimization algorithm based on orthogonal design. | Jie Yang, Abdesselam Bouzerdoum, Son Lam Phung |
| 2010 | DCC | Multi-resolution Mean-Shift Algorithm for Vector Quantization. | Philippe Loic Marie Bouttefroy, Abdesselam Bouzerdoum, Azeddine Beghdadi, Son Lam Phung |
| 2010 | DICTA | A Compressive Sensing Approach to Image Restoration. | Matthew Andrew Kitchener, Abdesselam Bouzerdoum, Son Lam Phung |
| 2010 | DICTA | Automatic Recognition of Smiling and Neutral Facial Expressions. | Peiyao Li, Son Lam Phung, Abdesselam Bouzerdoum, Fok Hing Chi Tivive |
| 2010 | DICTA | Motion Estimation with Adaptive Regularization and Neighborhood Dependent Constraint. | Muhammad Wasim Nawaz, Abdesselam Bouzerdoum, Son Lam Phung |
| 2010 | DICTA | Fuzzy Logic-Based Image Fusion for Multi-view Through-the-Wall Radar. | Cher Hau Seng, Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Moeness G. Amin |
| 2010 | ICASSP | On the analysis of background subtraction techniques using Gaussian Mixture Models. | Philippe Loic Marie Bouttefroy, Abdesselam Bouzerdoum, Son Lam Phung, Azeddine Beghdadi |
| 2010 | ICASSP | A training algorithm for sparse LS-SVM using Compressive Sampling. | Jie Yang, Abdesselam Bouzerdoum, Son Lam Phung |
| 2010 | ICIP | Adaptive regularization for image restoration using a variational inequality approach. | Matthew Andrew Kitchener, Abdesselam Bouzerdoum, Son Lam Phung |
| 2010 | ICIP | Wavelet based nonlocal-means super-resolution for video sequences. | Haoheng Zheng, Abdesselam Bouzerdoum, Son Lam Phung |
| 2010 | ICPR | Improved Facial Expression Recognition with Trainable 2-D Filters and Support Vector Machines. | Peiyao Li, Son Lam Phung, Abdesselam Bouzerdoum, Fok Hing Chi Tivive |
| 2010 | IJCNN | Efficient SVM training with reduced weighted samples. | Giang Hoang Nguyen, Son Lam Phung, Abdesselam Bouzerdoum |
| 2010 | IJCNN | Improved learning in grid-to-grid neural network via clustering. | William E. White, Khan M. Iftekharuddin, Abdesselam Bouzerdoum |
| 2010 | IJCNN | Dimensionality reduction using compressed sensing and its application to a large-scale visual recognition task. | Jie Yang, Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Son Lam Phung |
| 2009 | ACIVS | A New Approach to Sparse Image Representation Using MMV and K-SVD. | Jie Yang, Abdesselam Bouzerdoum, Son Lam Phung |
| 2009 | AVSS | Vehicle Tracking Using Projective Particle Filter. | Philippe Loic Marie Bouttefroy, Abdesselam Bouzerdoum, Son Lam Phung, Azeddine Beghdadi |
| 2009 | IJCNN | A Neural Network pruning approach based on Compressive Sampling. | Jie Yang, Abdesselam Bouzerdoum, Son Lam Phung |
| 2008 | ICPR | A supervised learning approach for imbalanced data sets. | Giang Hoang Nguyen, Abdesselam Bouzerdoum, Son Lam Phung |
| 2008 | IJCNN | Efficient supervised learning with reduced training exemplars. | Giang Hoang Nguyen, Abdesselam Bouzerdoum, Son Lam Phung |
| 2008 | IJCNN | A biologically inspired visual pedestrian detection system. | Fok Hing Chi Tivive, Abdesselam Bouzerdoum |
| 2007 | ICASSP | Detecting People in Images: An Edge Density Approach. | Son Lam Phung, Abdesselam Bouzerdoum |
| 2007 | ICIP | A Nonlinear Feature Extractor for Texture Segmentation. | Fok Hing Chi Tivive, Abdesselam Bouzerdoum |
| 2006 | ICONIP | Gender Classification Using a New Pyramidal Neural Network. | Son Lam Phung, Abdesselam Bouzerdoum |
| 2006 | ICONIP | Rotation Invariant Face Detection Using Convolutional Neural Networks. | Fok Hing Chi Tivive, Abdesselam Bouzerdoum |
| 2006 | ICPR | A Shunting Inhibitory Convolutional Neural Network for Gender Classification. | Fok Hing Chi Tivive, Abdesselam Bouzerdoum |
| 2006 | IJCNN | A Gender Recognition System using Shunting Inhibitory Convolutional Neural Networks. | Fok Hing Chi Tivive, Abdesselam Bouzerdoum |
| 2004 | ICIP | Naive bayes face/nonface classifier: a study of preprocessing and feature extraction techniques. | Son Lam Phung, Abdesselam Bouzerdoum, Douglas Chai, Anthony Watson |
| 2004 | IJCNN | A face detection system using shunting inhibitory convolutional neural networks. | Fok Hing Chi Tivive, Abdesselam Bouzerdoum |
| 2004 | ISCAS | A low power current-mode pixel with on-chip FPN cancellation and digital shutter. | Amine Bermak, Farid Boussad, Abdesselam Bouzerdoum |
| 2003 | GECCO | A Generalized Feedforward Neural Network Architecture and Its Training Using Two Stochastic Search Methods. | Abdesselam Bouzerdoum, Rainer Mueller |
| 2003 | ICASSP | Adaptive skin segmentation in color images. | Son Lam Phung, Douglas Chai, Abdesselam Bouzerdoum |
| 2003 | IJCNN | A generalized feedforward neural network classifier. | Ganesh Arulampalam, Abdesselam Bouzerdoum |
| 2003 | IJCNN | A new class of convolutional neural networks (SICoNNets) and their application of face detection. | Fok Hing Chi Tivive, Abdesselam Bouzerdoum |
| 2003 | ISCAS | A Bayesian skin/non-skin color classifier using non-parametric density estimation. | Douglas Chai, Son Lam Phung, Abdesselam Bouzerdoum |
| 2002 | ICIP | A novel skin color model in YCbCr color space and its application to human face detection. | Son Lam Phung, Abdesselam Bouzerdoum, Douglas Chai |
| 2001 | ISCAS | A wide dynamic range CMOS imager with extended shunting inhibition image processing capabilities. | Farid Boussad, Amine Bermak, Abdesselam Bouzerdoum |
| 2001 | IWANN | Novel Training Algorithm Based on Quadratic Optimisation Using Neural Networks. | Ganesh Arulampalam, Abdesselam Bouzerdoum |
| 2000 | ICIP | Foreground/Background Bit Allocation for Region-of-Interest Coding. | Douglas Chai, King N. Ngan, Abdesselam Bouzerdoum |
| 2000 | ICPR | Supervised Texture Segmentation using DWT and a Modified K-NN Classifier. | Brian W. Ng, Abdesselam Bouzerdoum |
| 2000 | IJCNN | Classification and Function Approximation Using Feed-Forward Shunting Inhibitory Artificial Neural Networks. | Abdesselam Bouzerdoum |
| 2000 | ISCAS | A high fill-factor native logarithmic pixel: Simulation, design and layout optimization. | Amine Bermak, Abdesselam Bouzerdoum, Kamran Eshraghian |
| 2000 | VCIP | CMOS circuit for high-speed flexible read-out of CMOS imagers. | Amine Bermak, Abdesselam Bouzerdoum, Kamran Eshraghian, Jean L. Noullet |
| 2000 | VCIP | Digital implementation of shunting-inhibitory cellular neural network. | Tarik Hammadou, Abdesselam Bouzerdoum, Amine Bermak |
| 2000 | VCIP | Supervised texture segmentation using DT-CWT and a modified k-NN classifier. | Brian W. Ng, Abdesselam Bouzerdoum |
| 1999 | ICIP | A Novel Fingerprint Image Compression Technique Using the Wavelet Transform and Piecewise-Uniform Pyramid Lattice Vector Quantisation. | Mohamed A. Deriche, Shohreh Kasaei, Abdesselam Bouzerdoum |
| 1998 | ICONIP | From Receptive Field to Connection Strengths. | Nicolangelo Iannella, Abdesselam Bouzerdoum, Shigeru Tanaka |
| 1998 | SMC | A combined quadratic optimization/median filtering technique for image restoration. | Abdesselam Bouzerdoum |
| 1998 | SMC | Illumination invariant face recognition. | Abbas Z. Kouzani, Fangpo He, Karl Sammut, Abdesselam Bouzerdoum |
| 1996 | ICIP | Evaluation of biologically inspired motion detection systems as a basis for local motion processing systems. | Richard Beare, Abdesselam Bouzerdoum |
| 1994 | ICASSP | A neural architecture for hierarchical clustering. | Abdesselam Bouzerdoum, Michael L. Southcott, Jihan Zhu, Robert E. Bogner |
| 1994 | ICRA | Dual-Purpose Interpretation of Sensory Information. | Andre Yakovleff, X. Thong Nguyen, Abdesselam Bouzerdoum, Alireza Moini, Robert E. Bogner, Kamran Eshraghian |
| 1990 | IJCNN | A shunting inhibitory motion detector that can account for the functional characteristics of fly motion-sensitive interneurons. | Abdesselam Bouzerdoum, R. B. Pinter |