| 2025 | ICIP | Efficient Atlas Generation for Medical Imaging Via Groupwise Latent Diffusion Models. | Ziyi He, Albert C. S. Chung |
| 2025 | MICCAI | Swin-CNN Hybrid Framework for Enhanced Deformable Image Registration. | Lyndon Y. L. Chan, Albert C. S. Chung |
| 2024 | MICCAI | Diffusion-Based Domain Adaptation for Medical Image Segmentation Using Stochastic Step Alignment. | Wen Ji, Albert C. S. Chung |
| 2023 | MICCAI | Groupwise Image Registration with Atlas of Multiple Resolutions Refined at Test Phase. | Ziyi He, Tony C. W. Mok, Albert C. S. Chung |
| 2022 | CVPR | Affine Medical Image Registration with Coarse-to-Fine Vision Transformer. | Tony C. W. Mok, Albert C. S. Chung |
| 2022 | MICCAI | Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-recurrence Brain Tumor MRI Scans. | Tony C. W. Mok, Albert C. S. Chung |
| 2022 | MICCAI | Joint Denoising and Super-Resolution for Fluorescence Microscopy Using Weakly-Supervised Deep Learning. | Colin S. C. Tsang, Tony C. W. Mok, Albert C. S. Chung |
| 2022 | MICCAI | GUNet: A GCN-CNN Hybrid Model for Retinal Vessel Segmentation by Learning Graphical Structures. | Yishuo Zhang, Albert C. S. Chung |
| 2022 | MICCAI | Dcor-VLDet: A Vertebra Landmark Detection Network for Scoliosis Assessment with Dual Coordinate System. | Han Zhang, Tony C. W. Mok, Albert C. S. Chung |
| 2021 | MICCAI | Learning-Based Template Synthesis for Groupwise Image Registration. | Ziyi He, Albert C. S. Chung |
| 2021 | MICCAI | Conditional Deformable Image Registration with Convolutional Neural Network. | Tony C. W. Mok, Albert C. S. Chung |
| 2021 | MICCAI | Conditional Deep Laplacian Pyramid Image Registration Network in Learn2Reg Challenge. | Tony C. W. Mok, Albert C. S. Chung |
| 2020 | CVPR | Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks. | Tony C. W. Mok, Albert C. S. Chung |
| 2020 | ECCV | DoubleU-Net: Colorectal Cancer Diagnosis and Gland Instance Segmentation with Text-Guided Feature Control. | Pei Wang, Albert C. S. Chung |
| 2020 | ICIP | Unsupervised End-To-End Groupwise Registration Framework Without Generating Templates. | Ziyi He, Albert C. S. Chung |
| 2020 | ICIP | Semi-Supervised Multimodality Learning With Graph Convolutional Neural Networks For Disease Diagnosis. | Yongxiang Huang, Albert C. S. Chung |
| 2020 | MICCAI | Edge-Variational Graph Convolutional Networks for Uncertainty-Aware Disease Prediction. | Yongxiang Huang, Albert C. S. Chung |
| 2020 | MICCAI | Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks. | Tony C. W. Mok, Albert C. S. Chung |
| 2020 | MICCAI | Large Deformation Image Registration with Anatomy-Aware Laplacian Pyramid Networks. | Tony C. W. Mok, Albert C. S. Chung |
| 2020 | MICCAI | Higher-Order Flux with Spherical Harmonics Transform for Vascular Analysis. | Jierong Wang, Albert C. S. Chung |
| 2020 | MICCAI | Learning Hierarchical Semantic Correspondence and Gland Instance Segmentation. | Pei Wang, Albert C. S. Chung |
| 2019 | MICCAI | Evidence Localization for Pathology Images Using Weakly Supervised Learning. | Yongxiang Huang, Albert C. S. Chung |
| 2019 | MICCAI | A Fine-Grain Error Map Prediction and Segmentation Quality Assessment Framework for Whole-Heart Segmentation. | Rongzhao Zhang, Albert C. S. Chung |
| 2019 | MICCAI | Lesion Detection with Deep Aggregated 3D Contextual Feature and Auxiliary Information. | Han Zhang, Albert C. S. Chung |
| 2018 | MICCAI | 3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation. | Zhou He, Siqi Bao, Albert C. S. Chung |
| 2018 | MICCAI | Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative Adversarial Networks. | Tony C. W. Mok, Albert C. S. Chung |
| 2018 | MICCAI | Focal Dice Loss and Image Dilation for Brain Tumor Segmentation. | Pei Wang, Albert C. S. Chung |
| 2018 | MICCAI | Deep Supervision with Additional Labels for Retinal Vessel Segmentation Task. | Yishuo Zhang, Albert C. S. Chung |
| 2018 | MICCAI | A Unified Mammogram Analysis Method via Hybrid Deep Supervision. | Rongzhao Zhang, Han Zhang, Albert C. S. Chung |
| 2017 | MICCAI | 3D Randomized Connection Network with Graph-Based Inference. | Siqi Bao, Pei Wang, Albert C. S. Chung |
| 2016 | ICASSP | A unified framework for atlas-based segmentation with forward deformation and label refinement. | Siqi Bao, Albert C. S. Chung |
| 2016 | ICIP | Label inference encoded with local and global patch priors. | Siqi Bao, Albert C. S. Chung |
| 2016 | MICCAI | Feature Sensitive Label Fusion with Random Walker for Atlas-Based Image Segmentation. | Siqi Bao, Albert C. S. Chung |
| 2014 | MICCAI | Label Inference with Registration and Patch Priors. | Siqi Bao, Albert C. S. Chung |
| 2013 | CVPR | Graph-Based Optimization with Tubularity Markov Tree for 3D Vessel Segmentation. | Ning Zhu, Albert C. S. Chung |
| 2013 | ICIP | Optimal and efficient segmentation for 3D vascular forest structure with graph cuts. | Ning Zhu, Albert C. S. Chung |
| 2013 | MICCAI | Random Walks with Adaptive Cylinder Flux Based Connectivity for Vessel Segmentation. | Ning Zhu, Albert C. S. Chung |
| 2012 | ICIP | Multi-resolution LC-MS images alignment using dynamic time warping and Kullback-Leibler distance. | William K. H. Wu, Albert C. S. Chung, Henry H. N. Lam |
| 2012 | ICIP | Graph-based optimal cross section boundary for vessel segmentation and stenosis quantification. | Ning Zhu, Albert C. S. Chung |
| 2011 | ICASSP | An atlas-based deep brain structure segmentation method: from coarse positioning to fine shaping. | Yishan Luo, Albert C. S. Chung |
| 2011 | ICIP | Learning-based non-rigid image registration using prior joint intensity distributions with graph-cuts. | Ronald W. K. So, Albert C. S. Chung |
| 2011 | MICCAI | Minimum Average-Cost Path for Real Time 3D Coronary Artery Segmentation of CT Images. | Ning Zhu, Albert C. S. Chung |
| 2010 | CVPR | A novel Markov random field based deformable model for face recognition. | Shu Liao, Albert C. S. Chung |
| 2010 | ECCV | An Oriented Flux Symmetry Based Active Contour Model for Three Dimensional Vessel Segmentation. | Max W. K. Law, Albert C. S. Chung |
| 2010 | ICIP | A new subspace learning method in Fourier domain for texture classification. | Shu Liao, Albert C. S. Chung |
| 2010 | ICIP | Non-rigid image registration by using graph-cuts with mutual information. | Ronald W. K. So, Albert C. S. Chung |
| 2009 | CVPR | Tubular anisotropy for 2D vessel segmentation. | Fethallah Benmansour, Laurent D. Cohen, Max W. K. Law, Albert C. S. Chung |
| 2009 | ICASSP | Multi-level non-rigid image registration using graph-cuts. | Ronald W. K. So, Albert C. S. Chung |
| 2009 | ICIP | Face recognition with salient local gradient orientation binary patterns. | Shu Liao, Albert C. S. Chung |
| 2009 | MICCAI | A Deformable Surface Model for Vascular Segmentation. | Max W. K. Law, Albert C. S. Chung |
| 2009 | MICCAI | Non-rigid Image Registration with Uniform Gradient Spherical Patterns. | Shu Liao, Albert C. S. Chung |
| 2008 | CVPR | Principal curves to extract vessels in 3D angiograms. | Wilbur C. K. Wong, Albert C. S. Chung |
| 2008 | CVPR | Enforcing stochastic inverse consistency in non-rigid image registration and matching. | Sai Kit Yeung, Chi-Keung Tang, Pengcheng Shi, Josien P. W. Pluim, Max A. Viergever, Albert C. S. Chung, Helen C. Shen |
| 2008 | ECCV | Three Dimensional Curvilinear Structure Detection Using Optimally Oriented Flux. | Max W. K. Law, Albert C. S. Chung |
| 2008 | MICCAI | Non-rigid Image Registration with SalphaSFilters. | Shu Liao, Albert C. S. Chung |
| 2008 | MICCAI | Markov Dependence Tree-Based Segmentation of Deep Brain Structures. | Jue Wu, Albert C. S. Chung |
| 2007 | ACCV | Face Recognition by Using Elongated Local Binary Patterns with Average Maximum Distance Gradient Magnitude. | Shu Liao, Albert C. S. Chung |
| 2007 | ICASSP | Texture Classification by using Advanced Local Binary Patterns and Spatial Distribution of Dominant Patterns. | Shu Liao, Albert C. S. Chung |
| 2007 | ICASSP | Markov Random Field Energy Minimization via Iterated Cross Entropy with Partition Strategy. | Jue Wu, Albert C. S. Chung |
| 2007 | MICCAI | Vessel and Intracranial Aneurysm Segmentation Using Multi-range Filters and Local Variances. | Max W. K. Law, Albert C. S. Chung |
| 2007 | MICCAI | Non-rigid Image Registration Using Graph-cuts. | Tommy W. H. Tang, Albert C. S. Chung |
| 2006 | ACCV | Minimal Weighted Local Variance as Edge Detector for Active Contour Models. | Max W. K. Law, Albert C. S. Chung |
| 2006 | ACCV | Combining Microscopic and Macroscopic Information for Rotation and Histogram Equalization Invariant Texture Classification. | Shu Liao, Max W. K. Law, Albert C. S. Chung |
| 2006 | BMVC | A Global Optimization Strategy for 3D-2D Registration of Vascular Images. | K. K. Lau, Albert C. S. Chung |
| 2006 | CGI | MIP-Guided Vascular Image Visualization with Multi-Dimensional Transfer Function. | Ming-Yuen Chan, Yingcai Wu, Huamin Qu, Albert C. S. Chung, Wilbur C. K. Wong |
| 2006 | CVPR | Segmentation of Vessels Using Weighted Local Variances and an Active contour Model. | Max W. K. Law, Albert C. S. Chung |
| 2006 | ICARCV | Image Segmentation Methods for Detecting Blood Vessels in Angiography. | Albert C. S. Chung |
| 2006 | ICIP | Shape-Based Image Segmentation Using Normalized Cuts. | Wenchao Cai, Jue Wu, Albert C. S. Chung |
| 2006 | ICIP | Facial Expression Recognition using Advanced Local Binary Patterns, Tsallis Entropies and Global Appearance Features. | Shu Liao, Wei Fan, Albert C. S. Chung, Dit-Yan Yeung |
| 2006 | MICCAI | Multi-resolution Vessel Segmentation Using Normalized Cuts in Retinal Images. | Wenchao Cai, Albert C. S. Chung |
| 2006 | MICCAI | Multi-modal Image Registration Using the Generalized Survival Exponential Entropy. | Shu Liao, Albert C. S. Chung |
| 2006 | MICCAI | Toward Interactive User Guiding Vessel Axis Extraction from Gray-scale Angiograms: An Optimization Framework. | Wilbur C. K. Wong, Albert C. S. Chung |
| 2005 | CVPR | A New Active Contour Method Based on Elastic Interaction. | Yang Xiang, Albert C. S. Chung, Jian Ye |
| 2005 | ICIP | A segmentation method using compound Markov random fields based on a general boundary model. | Jue Wu, Albert C. S. Chung |
| 2005 | MICCAI | Cross Entropy: A New Solver for Markov Random Field Modeling and Applications to Medical Image Segmentation. | Jue Wu, Albert C. S. Chung |
| 2004 | ECCV | Local Orientation Smoothness Prior for Vascular Segmentation of Angiography. | Wilbur C. K. Wong, Albert C. S. Chung, Simon C. H. Yu |
| 2004 | MICCAI | Multiresolution Image Registration Based on Kullback-Leibler Distance. | Rui Gan, Jue Wu, Albert C. S. Chung, Simon C. H. Yu, William M. Wells III |
| 2004 | MICCAI | Augmented Vessels for Pre-operative Preparation in Endovascular Treatments. | Wilbur C. K. Wong, Albert C. S. Chung, Simon C. H. Yu |
| 2003 | CVPR | Multi-modal image registration by minimizing Kullback-Leibler distance between expected and observed joint class histograms. | Ho-Ming Chan, Albert C. S. Chung, Simon C. H. Yu, Alexander Norbash, William M. Wells III |
| 2002 | MICCAI | Multi-modal Image Registration by Minimising Kullback-Leibler Distance. | Albert C. S. Chung, William M. Wells III, Alexander Norbash, W. Eric L. Grimson |
| 2000 | MICCAI | Fusing Speed and Phase Information for Vascular Segmentation in Phase Contrast MR Angiograms. | Albert C. S. Chung, J. Alison Noble, Paul E. Summers |
| 1999 | MICCAI | Statistical 3D Vessel Segmentation Using a Rician Distribution. | Albert C. S. Chung, J. Alison Noble |
| 1998 | ICRA | Integrating Dependent Sensory Data. | Albert C. S. Chung, Helen C. Shen |
| 1998 | IROS | Dependence in sensory data combination. | Albert C. S. Chung, Helen C. Shen |
| 1997 | IROS | A decentralized approach to sensory data integration. | Albert C. S. Chung, Helen C. Shen, Otman A. Basir |