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ORCIDAlbert C. S. Chung
Albert Chi-shing Chung
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- affiliation: Hong Kong University of Science and Technology
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Journal Articles
- 2024
[j36]Rongzhao Zhang
, Albert C. S. Chung:
EfficientQ: An efficient and accurate post-training neural network quantization method for medical image segmentation. Medical Image Anal. 97: 103277 (2024)- [j35]Yishuo Zhang, Albert C. S. Chung:
Retinal Vessel Segmentation by a Transformer-U-Net Hybrid Model With Dual-Path Decoder. IEEE J. Biomed. Health Informatics 28(9): 5347-5359 (2024) - [j34]Wen Ji, Albert C. S. Chung:
Unsupervised Domain Adaptation for Medical Image Segmentation Using Transformer With Meta Attention. IEEE Trans. Medical Imaging 43(2): 820-831 (2024) - 2023
- [j33]Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey A. Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Pew-Thian Yap, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Jens Sjölund, Daniel Grzech, Huaqi Qiu, Zeju Li, Alexander Thorley, Jinming Duan, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett A. Landman, Yuankai Huo, Keelin Murphy, Nikolas Lessmann, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich:
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning. IEEE Trans. Medical Imaging 42(3): 697-712 (2023) - 2022
- [j32]Pei Wang, Albert C. S. Chung:
Relax and focus on brain tumor segmentation. Medical Image Anal. 75: 102259 (2022) - [j31]Yongxiang Huang, Albert C. S. Chung:
Disease prediction with edge-variational graph convolutional networks. Medical Image Anal. 77: 102375 (2022) - 2021
- [j30]Rongzhao Zhang, Albert C. S. Chung:
MedQ: Lossless ultra-low-bit neural network quantization for medical image segmentation. Medical Image Anal. 73: 102200 (2021) - 2018
- [j29]Siqi Bao, Albert C. S. Chung:
Multi-scale structured CNN with label consistency for brain MR image segmentation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6(1): 113-117 (2018) - [j28]Siqi Bao, Pei Wang, Tony C. W. Mok, Albert C. S. Chung:
3D Randomized Connection Network With Graph-Based Label Inference. IEEE Trans. Image Process. 27(8): 3883-3892 (2018) - 2017
- [j27]Ronald W. K. So, Albert C. S. Chung:
A novel learning-based dissimilarity metric for rigid and non-rigid medical image registration by using Bhattacharyya Distances. Pattern Recognit. 62: 161-174 (2017) - [j26]Siqi Bao, Albert C. S. Chung:
Feature Sensitive Label Fusion With Random Walker for Atlas-Based Image Segmentation. IEEE Trans. Image Process. 26(6): 2797-2810 (2017) - 2016
- [j25]Tal Arbel, Manuel Jorge Cardoso, William M. Wells III, Albert C. S. Chung, Doina Precup:
Editorial on Special Issue on Probabilistic Models for Biomedical Image Analysis. Comput. Vis. Image Underst. 151: 1-2 (2016) - 2014
- [j24]Shu Liao, Dinggang Shen, Albert C. S. Chung:
A Markov Random Field Groupwise Registration Framework for Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 36(4): 657-669 (2014) - 2013
- [j23]Yishan Luo, Albert C. S. Chung:
Nonrigid Image Registration With Crystal Dislocation Energy. IEEE Trans. Image Process. 22(1): 229-243 (2013) - [j22]Max W. K. Law, Albert C. S. Chung:
Segmentation of Intracranial Vessels and Aneurysms in Phase Contrast Magnetic Resonance Angiography Using Multirange Filters and Local Variances. IEEE Trans. Image Process. 22(3): 845-859 (2013) - 2012
- [j21]Shu Liao, Albert C. S. Chung:
Nonrigid Brain MR Image Registration Using Uniform Spherical Region Descriptor. IEEE Trans. Image Process. 21(1): 157-169 (2012) - [j20]Wilbur C. K. Wong, Ronald W. K. So, Albert C. S. Chung:
Principal Curves for Lumen Center Extraction and Flow Channel Width Estimation in 3-D Arterial Networks: Theory, Algorithm, and Validation. IEEE Trans. Image Process. 21(4): 1847-1862 (2012) - 2011
- [j19]K. Hameeteman, Maria A. Zuluaga, Moti Freiman, Leo Joskowicz, Olivier Cuisenaire, Leonardo Floréz-Valencia, Mehmet Akif Gülsün, Karl Krissian, Julien Mille, Wilbur C. K. Wong, Maciej Orkisz, Hüseyin Tek, Marcela Hernández Hoyos, Fethallah Benmansour, Albert C. S. Chung, Sietske Rozie, M. van Gils, L. van den Borne, Jacob Sosna, Phillip M. Berman, N. Cohen, Philippe Douek, I. Sánchez, M. Aissat, Michiel Schaap, Coert Metz, Gabriel P. Krestin, Aad van der Lugt, Wiro J. Niessen, Theo van Walsum:
Evaluation framework for carotid bifurcation lumen segmentation and stenosis grading. Medical Image Anal. 15(4): 477-488 (2011) - [j18]Ronald W. K. So, Tommy W. H. Tang, Albert C. S. Chung:
Non-rigid image registration of brain magnetic resonance images using graph-cuts. Pattern Recognit. 44(10-11): 2450-2467 (2011) - [j17]Yuan Yuan, Yishan Luo, Albert C. S. Chung:
VE-LLI-VO: Vessel Enhancement Using Local Line Integrals and Variational Optimization. IEEE Trans. Image Process. 20(7): 1912-1924 (2011) - 2010
- [j16]Zhenyu He, Albert C. S. Chung:
3-D B-spline Wavelet-Based Local Standard Deviation (BWLSD): Its Application to Edge Detection and Vascular Segmentation in Magnetic Resonance Angiography. Int. J. Comput. Vis. 87(3): 235-265 (2010) - [j15]Jue Wu, Wenchao Cai, Albert C. S. Chung:
POSIT: Part-based object segmentation without intensive training. Pattern Recognit. 43(3): 676-684 (2010) - [j14]Shu Liao, Albert C. S. Chung:
Feature Based Nonrigid Brain MR Image Registration With Symmetric Alpha Stable Filters. IEEE Trans. Medical Imaging 29(1): 106-119 (2010) - 2009
- [j13]Jue Wu, Albert C. S. Chung:
A novel framework for segmentation of deep brain structures based on Markov dependence tree. NeuroImage 46(4): 1027-1036 (2009) - [j12]Max W. K. Law, Albert C. S. Chung:
Efficient Implementation for Spherical Flux Computation and Its Application to Vascular Segmentation. IEEE Trans. Image Process. 18(3): 596-612 (2009) - [j11]Shu Liao, Max W. K. Law, Albert C. S. Chung:
Dominant Local Binary Patterns for Texture Classification. IEEE Trans. Image Process. 18(5): 1107-1118 (2009) - 2008
- [j10]Rui Gan, Albert C. S. Chung, Shu Liao:
Maximum distance-gradient for robust image registration. Medical Image Anal. 12(4): 452-468 (2008) - 2007
- [j9]Wilbur C. K. Wong, Albert C. S. Chung:
Probabilistic vessel axis tracing and its application to vessel segmentation with stream surfaces and minimum cost paths. Medical Image Anal. 11(6): 567-587 (2007) - [j8]Jue Wu, Albert C. S. Chung:
A Segmentation Model Using Compound Markov Random Fields Based on a Boundary Model. IEEE Trans. Image Process. 16(1): 241-252 (2007) - [j7]Max W. K. Law, Albert C. S. Chung:
Weighted Local Variance-Based Edge Detection and Its Application to Vascular Segmentation in Magnetic Resonance Angiography. IEEE Trans. Medical Imaging 26(9): 1224-1241 (2007) - 2006
- [j6]Yang Xiang, Albert C. S. Chung, Jian Ye:
An active contour model for image segmentation based on elastic interaction. J. Comput. Phys. 219(1): 455-476 (2006) - [j5]Wilbur C. K. Wong, Albert C. S. Chung:
Augmented vessels for quantitative analysis of vascular abnormalities and endovascular treatment planning. IEEE Trans. Medical Imaging 25(6): 665-684 (2006) - 2005
- [j4]Wilbur C. K. Wong, Albert C. S. Chung:
Bayesian Image Segmentation Using Local Iso-Intensity Structural Orientation. IEEE Trans. Image Process. 14(10): 1512-1523 (2005) - 2004
- [j3]Albert C. S. Chung, J. Alison Noble, Paul E. Summers:
Vascular segmentation of phase contrast magnetic resonance angiograms based on statistical mixture modeling and local phase coherence. IEEE Trans. Medical Imaging 23(12): 1490-1507 (2004) - 2002
- [j2]Albert C. S. Chung, J. Alison Noble, Paul E. Summers:
Fusing speed and phase information for vascular segmentation of phase contrast MR angiograms. Medical Image Anal. 6(2): 109-128 (2002) - 2000
- [j1]Albert C. S. Chung, Helen C. Shen:
Entropy-Based Markov Chains for Multisensor Fusion. J. Intell. Robotic Syst. 29(2): 161-189 (2000)
Conference and Workshop Papers
- 2024
- [c107]Wen Ji, Albert C. S. Chung:
Diffusion-Based Domain Adaptation for Medical Image Segmentation Using Stochastic Step Alignment. MICCAI (8) 2024: 188-198 - 2023
- [c106]Ziyi He, Tony C. W. Mok, Albert C. S. Chung:
Groupwise Image Registration with Atlas of Multiple Resolutions Refined at Test Phase. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 286-298 - 2022
- [c105]Tony C. W. Mok, Albert C. S. Chung:
Robust Image Registration with Absent Correspondences in Pre-operative and Follow-Up Brain MRI Scans of Diffuse Glioma Patients. BrainLes@MICCAI 2022: 231-240 - [c104]Tony C. W. Mok, Albert C. S. Chung:
Affine Medical Image Registration with Coarse-to-Fine Vision Transformer. CVPR 2022: 20803-20812 - [c103]Tony C. W. Mok, Albert C. S. Chung:
Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-recurrence Brain Tumor MRI Scans. MICCAI (6) 2022: 25-35 - [c102]Colin S. C. Tsang, Tony C. W. Mok, Albert C. S. Chung:
Joint Denoising and Super-Resolution for Fluorescence Microscopy Using Weakly-Supervised Deep Learning. MOVI@MICCAI 2022: 32-41 - [c101]Yishuo Zhang, Albert C. S. Chung:
GUNet: A GCN-CNN Hybrid Model for Retinal Vessel Segmentation by Learning Graphical Structures. OMIA@MICCAI 2022: 33-42 - [c100]Han Zhang, Tony C. W. Mok, Albert C. S. Chung:
Dcor-VLDet: A Vertebra Landmark Detection Network for Scoliosis Assessment with Dual Coordinate System. MLMI@MICCAI 2022: 72-80 - 2021
- [c99]Tony C. W. Mok, Albert C. S. Chung:
Conditional Deformable Image Registration with Convolutional Neural Network. MICCAI (4) 2021: 35-45 - [c98]Ziyi He, Albert C. S. Chung:
Learning-Based Template Synthesis for Groupwise Image Registration. SASHIMI@MICCAI 2021: 55-66 - [c97]Tony C. W. Mok, Albert C. S. Chung:
Conditional Deep Laplacian Pyramid Image Registration Network in Learn2Reg Challenge. MIDOG/MOOD/Learn2Reg@MICCAI 2021: 161-167 - 2020
- [c96]Tony C. W. Mok, Albert C. S. Chung:
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks. CVPR 2020: 4643-4652 - [c95]Pei Wang, Albert C. S. Chung:
DoubleU-Net: Colorectal Cancer Diagnosis and Gland Instance Segmentation with Text-Guided Feature Control. ECCV Workshops (1) 2020: 338-354 - [c94]Ziyi He, Albert C. S. Chung:
Unsupervised End-To-End Groupwise Registration Framework Without Generating Templates. ICIP 2020: 375-379 - [c93]Yongxiang Huang, Albert C. S. Chung:
Semi-Supervised Multimodality Learning With Graph Convolutional Neural Networks For Disease Diagnosis. ICIP 2020: 2451-2455 - [c92]Jierong Wang, Albert C. S. Chung:
Higher-Order Flux with Spherical Harmonics Transform for Vascular Analysis. MICCAI (6) 2020: 55-65 - [c91]Tony C. W. Mok, Albert C. S. Chung:
Large Deformation Image Registration with Anatomy-Aware Laplacian Pyramid Networks. MICCAI (Challenges) 2020: 61-67 - [c90]Tony C. W. Mok, Albert C. S. Chung:
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks. MICCAI (3) 2020: 211-221 - [c89]Yongxiang Huang, Albert C. S. Chung:
Edge-Variational Graph Convolutional Networks for Uncertainty-Aware Disease Prediction. MICCAI (7) 2020: 562-572 - [c88]Pei Wang, Albert C. S. Chung:
Learning Hierarchical Semantic Correspondence and Gland Instance Segmentation. MLMI@MICCAI 2020: 603-613 - 2019
- [c87]Jierong Wang, Albert C. S. Chung:
High-Order Oriented Cylindrical Flux for Curvilinear Structure Detection and Vessel Segmentation. IPMI 2019: 479-491 - [c86]Han Zhang, Albert C. S. Chung:
Lesion Detection with Deep Aggregated 3D Contextual Feature and Auxiliary Information. MLMI@MICCAI 2019: 45-53 - [c85]Rongzhao Zhang, Albert C. S. Chung:
A Fine-Grain Error Map Prediction and Segmentation Quality Assessment Framework for Whole-Heart Segmentation. MICCAI (2) 2019: 550-558 - [c84]Yongxiang Huang, Albert C. S. Chung:
Evidence Localization for Pathology Images Using Weakly Supervised Learning. MICCAI (1) 2019: 613-621 - 2018
- [c83]Yongxiang Huang, Albert Chi-shing Chung:
Improving High Resolution Histology Image Classification with Deep Spatial Fusion Network. COMPAY/OMIA@MICCAI 2018: 19-26 - [c82]Zhou He, Siqi Bao, Albert C. S. Chung:
3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation. DLMIA/ML-CDS@MICCAI 2018: 56-64 - [c81]Tony C. W. Mok, Albert C. S. Chung:
Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative Adversarial Networks. BrainLes@MICCAI (1) 2018: 70-80 - [c80]Yishuo Zhang, Albert C. S. Chung:
Deep Supervision with Additional Labels for Retinal Vessel Segmentation Task. MICCAI (2) 2018: 83-91 - [c79]Rongzhao Zhang, Han Zhang, Albert C. S. Chung:
A Unified Mammogram Analysis Method via Hybrid Deep Supervision. RAMBO+BIA+TIA@MICCAI 2018: 107-115 - [c78]Pei Wang, Albert C. S. Chung:
Focal Dice Loss and Image Dilation for Brain Tumor Segmentation. DLMIA/ML-CDS@MICCAI 2018: 119-127 - 2017
- [c77]Siqi Bao, Pei Wang, Albert C. S. Chung:
3D Randomized Connection Network with Graph-Based Inference. DLMIA/ML-CDS@MICCAI 2017: 47-55 - 2016
- [c76]Siqi Bao, Albert C. S. Chung:
A unified framework for atlas-based segmentation with forward deformation and label refinement. ICASSP 2016: 947-951 - [c75]Siqi Bao, Albert C. S. Chung:
Label inference encoded with local and global patch priors. ICIP 2016: 3374-3378 - [c74]Qing Zhang, Albert C. S. Chung:
3D Vessel Segmentation Using Random Walker with Oriented Flux Analysis and Direction Coherence. MIAR 2016: 281-291 - [c73]Siqi Bao, Albert C. S. Chung:
Feature Sensitive Label Fusion with Random Walker for Atlas-Based Image Segmentation. MICCAI (2) 2016: 513-520 - 2014
- [c72]Siqi Bao, Albert C. S. Chung:
Label Inference with Registration and Patch Priors. MICCAI (1) 2014: 731-738 - 2013
- [c71]Ning Zhu, Albert C. S. Chung:
Graph-Based Optimization with Tubularity Markov Tree for 3D Vessel Segmentation. CVPR 2013: 2219-2226 - [c70]Ning Zhu, Albert C. S. Chung:
Optimal and efficient segmentation for 3D vascular forest structure with graph cuts. ICIP 2013: 1135-1139 - [c69]Ning Zhu, Albert C. S. Chung:
Random Walks with Adaptive Cylinder Flux Based Connectivity for Vessel Segmentation. MICCAI (2) 2013: 550-558 - 2012
- [c68]William K. H. Wu, Albert C. S. Chung, Henry H. N. Lam:
Multi-resolution LC-MS images alignment using dynamic time warping and Kullback-Leibler distance. ICIP 2012: 1681-1684 - [c67]Ning Zhu, Albert C. S. Chung:
Graph-based optimal cross section boundary for vessel segmentation and stenosis quantification. ICIP 2012: 2041-2044 - [c66]Shu Liao, Max W. K. Law, Albert C. S. Chung:
Non-rigid image registration using electric current flow. MMBIA 2012: 169-174 - 2011
- [c65]Ronald W. K. So, Albert C. S. Chung:
Learning-based multi-modal rigid image registration by using Bhattacharyya distances. EMBC 2011: 2642-2645 - [c64]Yishan Luo, Albert C. S. Chung:
An atlas-based deep brain structure segmentation method: from coarse positioning to fine shaping. ICASSP 2011: 1085-1088 - [c63]Ronald W. K. So, Albert C. S. Chung:
Learning-based non-rigid image registration using prior joint intensity distributions with graph-cuts. ICIP 2011: 709-712 - [c62]Ning Zhu, Albert C. S. Chung:
Minimum Average-Cost Path for Real Time 3D Coronary Artery Segmentation of CT Images. MICCAI (3) 2011: 436-444 - 2010
- [c61]Shu Liao, Albert C. S. Chung:
A novel Markov random field based deformable model for face recognition. CVPR 2010: 2675-2682 - [c60]Max W. K. Law, Albert C. S. Chung:
An Oriented Flux Symmetry Based Active Contour Model for Three Dimensional Vessel Segmentation. ECCV (3) 2010: 720-734 - [c59]Ronald W. K. So, Albert C. S. Chung:
Non-rigid image registration by using graph-cuts with mutual information. ICIP 2010: 4429-4432 - [c58]Shu Liao, Albert C. S. Chung:
A new subspace learning method in Fourier domain for texture classification. ICIP 2010: 4589-4592 - [c57]Shu Liao, Albert C. S. Chung:
A novel multi-layer framework for non-rigid image registration. ISBI 2010: 344-347 - [c56]Ronald W. K. So, Albert C. S. Chung:
Multi-modal non-rigid image registration based on similarity and dissimilarity with the prior joint intensity distributions. ISBI 2010: 368-371 - 2009
- [c55]Fethallah Benmansour, Laurent D. Cohen, Max W. K. Law, Albert C. S. Chung:
Tubular anisotropy for 2D vessel segmentation. CVPR 2009: 2286-2293 - [c54]Ronald W. K. So, Albert C. S. Chung:
Multi-level non-rigid image registration using graph-cuts. ICASSP 2009: 397-400 - [c53]Shu Liao, Albert C. S. Chung:
Face recognition with salient local gradient orientation binary patterns. ICIP 2009: 3317-3320 - [c52]Shu Liao, Albert C. S. Chung:
Non-rigid Image Registration with Uniform Spherical Structure Patterns. IPMI 2009: 163-175 - [c51]Max W. K. Law, Albert C. S. Chung:
A Deformable Surface Model for Vascular Segmentation. MICCAI (1) 2009: 59-67 - [c50]Shu Liao, Albert C. S. Chung:
Non-rigid Image Registration with Uniform Gradient Spherical Patterns. MICCAI (1) 2009: 696-704 - 2008
- [c49]Wilbur C. K. Wong, Albert C. S. Chung:
Principal curves to extract vessels in 3D angiograms. CVPR Workshops 2008: 1-8 - [c48]Sai Kit Yeung, Chi-Keung Tang, Pengcheng Shi, Josien P. W. Pluim, Max A. Viergever, Albert C. S. Chung, Helen C. Shen:
Enforcing stochastic inverse consistency in non-rigid image registration and matching. CVPR 2008 - [c47]Max W. K. Law, Albert C. S. Chung:
Three Dimensional Curvilinear Structure Detection Using Optimally Oriented Flux. ECCV (4) 2008: 368-382 - [c46]Shu Liao, Albert C. S. Chung:
Non-rigid Image Registration with SalphaSFilters. MICCAI (2) 2008: 888-896 - [c45]Jue Wu, Albert C. S. Chung:
Markov Dependence Tree-Based Segmentation of Deep Brain Structures. MICCAI (2) 2008: 1092-1100 - 2007
- [c44]Shu Liao, Albert C. S. Chung:
Face Recognition by Using Elongated Local Binary Patterns with Average Maximum Distance Gradient Magnitude. ACCV (2) 2007: 672-679 - [c43]Jue Wu, Albert C. S. Chung:
Markov Random Field Energy Minimization via Iterated Cross Entropy with Partition Strategy. ICASSP (1) 2007: 457-460 - [c42]Shu Liao, Albert C. S. Chung:
Texture Classification by using Advanced Local Binary Patterns and Spatial Distribution of Dominant Patterns. ICASSP (1) 2007: 1221-1224 - [c41]Shu Liao, Albert C. S. Chung:
Multi-Modal Image Registration Using Ordinal Features and Multi-Dimensional Mutual Information. ISBI 2007: 5-8 - [c40]Max W. K. Law, Albert C. S. Chung:
Vessel and Intracranial Aneurysm Segmentation Using Multi-range Filters and Local Variances. MICCAI (1) 2007: 866-874 - [c39]Tommy W. H. Tang, Albert C. S. Chung:
Non-rigid Image Registration Using Graph-cuts. MICCAI (1) 2007: 916-924 - 2006
- [c38]Shu Liao, Max W. K. Law, Albert C. S. Chung:
Combining Microscopic and Macroscopic Information for Rotation and Histogram Equalization Invariant Texture Classification. ACCV (1) 2006: 100-109 - [c37]Max W. K. Law, Albert C. S. Chung:
Minimal Weighted Local Variance as Edge Detector for Active Contour Models. ACCV (1) 2006: 622-632 - [c36]K. K. Lau, Albert C. S. Chung:
A Global Optimization Strategy for 3D-2D Registration of Vascular Images. BMVC 2006: 489-498 - [c35]Ming-Yuen Chan, Yingcai Wu, Huamin Qu, Albert C. S. Chung, Wilbur C. K. Wong:
MIP-Guided Vascular Image Visualization with Multi-Dimensional Transfer Function. Computer Graphics International 2006: 372-384 - [c34]Max W. K. Law, Albert C. S. Chung:
Segmentation of Vessels Using Weighted Local Variances and an Active contour Model. CVPR Workshops 2006: 83 - [c33]Albert C. S. Chung:
Image Segmentation Methods for Detecting Blood Vessels in Angiography. ICARCV 2006: 1-6 - [c32]Shu Liao, Wei Fan, Albert C. S. Chung, Dit-Yan Yeung:
Facial Expression Recognition using Advanced Local Binary Patterns, Tsallis Entropies and Global Appearance Features. ICIP 2006: 665-668 - [c31]Wenchao Cai, Jue Wu, Albert C. S. Chung:
Shape-Based Image Segmentation Using Normalized Cuts. ICIP 2006: 1101-1104 - [c30]Tommy W. H. Tang, Albert C. S. Chung:
Cerebral Vascular Tree Matching of 3D-RA Data Based on Tree Edit Distance. MIAR 2006: 116-123 - [c29]Wilbur C. K. Wong, Albert C. S. Chung:
Toward Interactive User Guiding Vessel Axis Extraction from Gray-scale Angiograms: An Optimization Framework. MICCAI (1) 2006: 223-231 - [c28]Wenchao Cai, Albert C. S. Chung:
Multi-resolution Vessel Segmentation Using Normalized Cuts in Retinal Images. MICCAI (2) 2006: 928-936 - [c27]Shu Liao, Albert C. S. Chung:
Multi-modal Image Registration Using the Generalized Survival Exponential Entropy. MICCAI (2) 2006: 964-971 - [c26]Rui Gan, Albert C. S. Chung:
Robust Optimization Using Disturbance for Image Registration. WBIR 2006: 280-288 - 2005
- [c25]Rui Gan, Albert C. S. Chung:
Distance-Intensity for Image Registration. CVBIA 2005: 281-290 - [c24]Albert C. S. Chung, Yang Xiang, Jian Ye, Max W. K. Law:
Elastic Interaction Models for Active Contours and Surfaces. CVBIA 2005: 314-323 - [c23]Yang Xiang, Albert C. S. Chung, Jian Ye:
A New Active Contour Method Based on Elastic Interaction. CVPR (1) 2005: 452-457 - [c22]Jue Wu, Albert C. S. Chung:
A segmentation method using compound Markov random fields based on a general boundary model. ICIP (2) 2005: 1182-1185 - [c21]Rui Gan, Albert C. S. Chung:
Multi-dimensional Mutual Information Based Robust Image Registration Using Maximum Distance-Gradient-Magnitude. IPMI 2005: 210-221 - [c20]Jue Wu, Albert C. S. Chung:
Cross Entropy: A New Solver for Markov Random Field Modeling and Applications to Medical Image Segmentation. MICCAI 2005: 229-237 - 2004
- [c19]Wilbur C. K. Wong, Albert C. S. Chung:
A nonlinear and non-iterative noise reduction technique for medical images: concept and methods comparison. CARS 2004: 171-176 - [c18]Rui Gan, Wilbur C. K. Wong, Albert C. S. Chung, Simon C. H. Yu:
Statistical cerebrovascular segmentation in three-dimensional rotational angiography based on maximum intensity projections. CARS 2004: 195-200 - [c17]Wilbur C. K. Wong, Albert C. S. Chung, Simon C. H. Yu:
Local Orientation Smoothness Prior for Vascular Segmentation of Angiography. ECCV (2) 2004: 353-365 - [c16]Rui Gan, Albert C. S. Chung, Wilbur C. K. Wong, Simon C. H. Yu:
Vascular Segmentation in Three-Dimensional Rotational Angiography Based on Maximum Intensity Projections. ISBI 2004: 133-136 - [c15]Albert C. S. Chung, Ho-Ming Chan, Simon C. H. Yu, William M. Wells III:
2D-3D Vascular Registration Between Digital Subtraction Angiographic (DSA) And Magnetic Resonance Angiographic (MRA) Images. ISBI 2004: 708-711 - [c14]Wilbur C. K. Wong, Albert C. S. Chung, Simon C. H. Yu:
Trilateral Filtering for Biomedical Images. ISBI 2004: 820-823 - [c13]Jue Wu, Albert C. S. Chung:
Multimodal Brain Image Registration Based on Wavelet Transform Using SAD and MI. MIAR 2004: 270-277 - [c12]Rui Gan, Jue Wu, Albert C. S. Chung, Simon C. H. Yu, William M. Wells III:
Multiresolution Image Registration Based on Kullback-Leibler Distance. MICCAI (1) 2004: 599-606 - [c11]Wilbur C. K. Wong, Albert C. S. Chung, Simon C. H. Yu:
Augmented Vessels for Pre-operative Preparation in Endovascular Treatments. MICCAI (2) 2004: 602-609 - 2003
- [c10]Ho-Ming Chan, Albert C. S. Chung, Simon C. H. Yu, Alexander Norbash, William M. Wells III:
Multi-modal image registration by minimizing Kullback-Leibler distance between expected and observed joint class histograms. CVPR (2) 2003: 570-578 - [c9]Salil Soman, Albert C. S. Chung, W. Eric L. Grimson, William M. Wells III:
Rigid Registration of Echoplanar and Conventional Magnetic Resonance Images by Minimizing the Kullback-Leibler Distance. WBIR 2003: 181-190 - [c8]Ho-Ming Chan, Albert C. S. Chung:
Efficient 3D-3D Vascular Registration Based on Multiple Orthogonal 2D Projections. WBIR 2003: 301-310 - 2002
- [c7]Albert C. S. Chung, William M. Wells III, Alexander Norbash, W. Eric L. Grimson:
Multi-modal Image Registration by Minimising Kullback-Leibler Distance. MICCAI (2) 2002: 525-532 - 2001
- [c6]Albert C. S. Chung, J. Alison Noble, Paul E. Summers, Michael Brady:
3D Vascular Segmentation Using MRA Statistics and Velocity Field Information in PC-MRA. IPMI 2001: 461-467 - 2000
- [c5]Albert C. S. Chung, J. Alison Noble, Paul E. Summers:
Fusing Speed and Phase Information for Vascular Segmentation in Phase Contrast MR Angiograms. MICCAI 2000: 166-175 - 1999
- [c4]Albert C. S. Chung, J. Alison Noble:
Statistical 3D Vessel Segmentation Using a Rician Distribution. MICCAI 1999: 82-89 - 1998
- [c3]Albert C. S. Chung, Helen C. Shen:
Integrating Dependent Sensory Data. ICRA 1998: 3546-3551 - [c2]Albert C. S. Chung, Helen C. Shen:
Dependence in sensory data combination. IROS 1998: 1676-1681 - 1997
- [c1]Albert C. S. Chung, Helen C. Shen, Otman A. Basir:
A decentralized approach to sensory data integration. IROS 1997: 1409-1414
Editorship
- 2019
- [e2]Albert C. S. Chung, James C. Gee, Paul A. Yushkevich, Siqi Bao:
Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Hong Kong, China, June 2-7, 2019, Proceedings. Lecture Notes in Computer Science 11492, Springer 2019, ISBN 978-3-030-20350-4 [contents] - 2017
- [e1]Henning Müller, B. Michael Kelm, Tal Arbel, Weidong Cai, Manual Jorge Cardoso, Georg Langs, Bjoern H. Menze, Dimitris N. Metaxas, Albert Montillo, William M. Wells III, Shaoting Zhang, Albert C. S. Chung, Mark Jenkinson, Annemie Ribbens:
Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging - MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10081, Springer 2017, ISBN 978-3-319-61187-7 [contents]
Informal and Other Publications
- 2022
- [i18]Tony C. W. Mok, Albert C. S. Chung:
Affine Medical Image Registration with Coarse-to-Fine Vision Transformer. CoRR abs/2203.15216 (2022) - [i17]Tony C. W. Mok, Albert C. S. Chung:
Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-Recurrence Brain Tumor MRI Scans. CoRR abs/2206.03900 (2022) - [i16]Tony C. W. Mok, Albert C. S. Chung:
Robust Image Registration with Absent Correspondences in Pre-operative and Follow-up Brain MRI Scans of Diffuse Glioma Patients. CoRR abs/2210.11045 (2022) - [i15]Ziyi He, Albert C. S. Chung:
SETGen: Scalable and Efficient Template Generation Framework for Groupwise Medical Image Registration. CoRR abs/2211.05622 (2022) - 2021
- [i14]Tony C. W. Mok, Albert C. S. Chung:
Conditional Deformable Image Registration with Convolutional Neural Network. CoRR abs/2106.12673 (2021) - [i13]Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey A. Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Huaqi Qiu, Zeju Li, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett A. Landman, Yuankai Huo, Keelin Murphy, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich:
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning. CoRR abs/2112.04489 (2021) - 2020
- [i12]Tony C. W. Mok, Albert C. S. Chung:
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks. CoRR abs/2003.09514 (2020) - [i11]Tony C. W. Mok, Albert C. S. Chung:
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks. CoRR abs/2006.16148 (2020) - [i10]Yongxiang Huang, Albert C. S. Chung:
Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction. CoRR abs/2009.02759 (2020) - 2019
- [i9]Rongzhao Zhang, Albert C. S. Chung:
A Fine-Grain Error Map Prediction and Segmentation Quality Assessment Framework for Whole-Heart Segmentation. CoRR abs/1907.12244 (2019) - [i8]Zhou He, Siqi Bao, Albert C. S. Chung:
3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation. CoRR abs/1909.06629 (2019) - [i7]Yongxiang Huang, Albert Chi-shing Chung:
CELNet: Evidence Localization for Pathology Images using Weakly Supervised Learning. CoRR abs/1909.07097 (2019) - 2018
- [i6]Tony C. W. Mok, Albert C. S. Chung:
Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative Adversarial Networks. CoRR abs/1805.11291 (2018) - [i5]Yishuo Zhang, Albert C. S. Chung:
Deep supervision with additional labels for retinal vessel segmentation task. CoRR abs/1806.02132 (2018) - [i4]Yongxiang Huang, Albert Chi-shing Chung:
Improving High Resolution Histology Image Classification with Deep Spatial Fusion Network. CoRR abs/1807.10552 (2018) - [i3]Rongzhao Zhang, Han Zhang, Albert C. S. Chung:
A Unified Mammogram Analysis Method via Hybrid Deep Supervision. CoRR abs/1808.10646 (2018) - 2017
- [i2]Siqi Bao, Pei Wang, Tony C. W. Mok, Albert C. S. Chung:
3D Randomized Connection Network with Graph-based Label Inference. CoRR abs/1711.04170 (2017) - 2016
- [i1]Siqi Bao, Albert C. S. Chung:
Feature Sensitive Label Fusion with Random Walker for Atlas-based Image Segmentation. CoRR abs/1610.07475 (2016)
Coauthor Index
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