| 2025 | ICCV | Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding. | Ta Duc Huy, Duy Anh Huynh, Yutong Xie, Yuankai Qi, Qi Chen, Phi Le Nguyen, Sen Kim Tran, Son Lam Phung, Anton van den Hengel, Zhibin Liao, Minh-Son To, Johan W. Verjans, Vu Minh Hieu Phan |
| 2025 | IJCAI | Localizing Before Answering: A Benchmark for Grounded Medical Visual Question Answering. | Dung Nguyen, Minh Khoi Ho, Huy D. Ta, Thanh Tam Nguyen, Qi Chen, Kumar Rav, Quy Duong Dang, Satwik Ramchandre, Son Lam Phung, Zhibin Liao, Minh-Son To, Johan Verjans, Phi Le Nguyen, Vu Minh Hieu Phan |
| 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 | MICCAI | Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis. | Vu Minh Hieu Phan, Yutong Xie, Bowen Zhang, Yuankai Qi, Zhibin Liao, Antonios Perperidis, Son Lam Phung, Johan W. Verjans, Minh-Son To |
| 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 | ICASSP | Bilateral Coarse-to-Fine Network for Point Cloud Completion. | Tran Thanh Phong Nguyen, Son Lam Phung, Vinod Gopaldasani, Jane Whitelaw |
| 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 |
| 2022 | CVPR | DirecFormer: A Directed Attention in Transformer Approach to Robust Action Recognition. | Thanh-Dat Truong, Quoc-Huy Bui, Chi Nhan Duong, Han-Seok Seo, Son Lam Phung, Xin Li, Khoa Luu |
| 2021 | ICCV | BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation. | Thanh-Dat Truong, Chi Nhan Duong, Ngan Le, Son Lam Phung, Chase Rainwater, Khoa Luu |
| 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 | 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 | Scalable Hierarchical Mixture of Gaussian Processes for Pattern Classification. | Thi Nhat Anh Nguyen, Abdesselam Bouserdoum, Son Lam Phung |
| 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 |
| 2007 | ICASSP | Detecting People in Images: An Edge Density Approach. | Son Lam Phung, Abdesselam Bouzerdoum |
| 2006 | ICONIP | Gender Classification Using a New Pyramidal Neural Network. | Son Lam Phung, 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 |
| 2003 | ICASSP | Adaptive skin segmentation in color images. | Son Lam Phung, Douglas Chai, 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 |