Pheng-Ann Heng

Affiliations:
  • Chinese University of Hong Kong, Hong Kong


According to our database1, Pheng-Ann Heng authored at least 495 papers between 1990 and 2022.

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Bibliography

2022
Collision-aware interactive simulation using graph neural networks.
Vis. Comput. Ind. Biomed. Art, 2022

Item Relationship Graph Neural Networks for E-Commerce.
IEEE Trans. Neural Networks Learn. Syst., 2022

Robust Medical Image Classification From Noisy Labeled Data With Global and Local Representation Guided Co-Training.
IEEE Trans. Medical Imaging, 2022

Learning With Privileged Multimodal Knowledge for Unimodal Segmentation.
IEEE Trans. Medical Imaging, 2022

A Sim-to-Real Object Recognition and Localization Framework for Industrial Robotic Bin Picking.
IEEE Robotics Autom. Lett., 2022

Unsupervised feature disentanglement for video retrieval in minimally invasive surgery.
Medical Image Anal., 2022

Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network.
Medical Image Anal., 2022

Towards reliable cardiac image segmentation: Assessing image-level and pixel-level segmentation quality via self-reflective references.
Medical Image Anal., 2022

ImDrug: A Benchmark for Deep Imbalanced Learning in AI-aided Drug Discovery.
CoRR, 2022

Multi-Task Mixture Density Graph Neural Networks for Predicting Cu-based Single-Atom Alloy Catalysts for CO2 Reduction Reaction.
CoRR, 2022

A Survey on Generative Diffusion Model.
CoRR, 2022

MetaRF: Differentiable Random Forest for Reaction Yield Prediction with a Few Trails.
CoRR, 2022

Pseudo-label Guided Cross-video Pixel Contrast for Robotic Surgical Scene Segmentation with Limited Annotations.
CoRR, 2022

Instance Shadow Detection with A Single-Stage Detector.
CoRR, 2022

DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images.
CoRR, 2022

Acknowledging the Unknown for Multi-label Learning with Single Positive Labels.
CoRR, 2022

Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation.
CoRR, 2022

Versatile cutting fracture evolution modeling for deformable object cutting simulation.
Comput. Methods Programs Biomed., 2022

Amplitude-frequency-aware deep fusion network for optimal contact selection on STN-DBS electrodes.
Sci. China Inf. Sci., 2022

Pseudo Bias-Balanced Learning for Debiased Chest X-Ray Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Flat-Aware Cross-Stage Distilled Framework for Imbalanced Medical Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

ORF-Net: Deep Omni-Supervised Rib Fracture Detection from Chest CT Scans.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Deep Semi-Supervised Metric Learning with Dual Alignment for Cervical Cancer Cell Detection.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

TraSeTR: Track-to-Segment Transformer with Contrastive Query for Instance-level Instrument Segmentation in Robotic Surgery.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

3D Perception based Imitation Learning under Limited Demonstration for Laparoscope Control in Robotic Surgery.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Towards Robust Part-aware Instance Segmentation for Industrial Bin Picking.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

LHNN: lattice hypergraph neural network for VLSI congestion prediction.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
DNF-Net: A Deep Normal Filtering Network for Mesh Denoising.
IEEE Trans. Vis. Comput. Graph., 2021

Transformation-Consistent Self-Ensembling Model for Semisupervised Medical Image Segmentation.
IEEE Trans. Neural Networks Learn. Syst., 2021

Dual-Teacher++: Exploiting Intra-Domain and Inter-Domain Knowledge With Reliable Transfer for Cardiac Segmentation.
IEEE Trans. Medical Imaging, 2021

Rotation-Oriented Collaborative Self-Supervised Learning for Retinal Disease Diagnosis.
IEEE Trans. Medical Imaging, 2021

Temporal Memory Relation Network for Workflow Recognition From Surgical Video.
IEEE Trans. Medical Imaging, 2021

SALMNet: A Structure-Aware Lane Marking Detection Network.
IEEE Trans. Intell. Transp. Syst., 2021

Self-Ensembling Co-Training Framework for Semi-Supervised COVID-19 CT Segmentation.
IEEE J. Biomed. Health Informatics, 2021

Single-Image Real-Time Rain Removal Based on Depth-Guided Non-Local Features.
IEEE Trans. Image Process., 2021

Revisiting Shadow Detection: A New Benchmark Dataset for Complex World.
IEEE Trans. Image Process., 2021

Multitask Feature Learning Meets Robust Tensor Decomposition for EEG Classification.
IEEE Trans. Cybern., 2021

Learning Gated Non-Local Residual for Single-Image Rain Streak Removal.
IEEE Trans. Circuits Syst. Video Technol., 2021

SAC-Net: Spatial Attenuation Context for Salient Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2021

Anchor-guided online meta adaptation for fast one-Shot instrument segmentation from robotic surgical videos.
Medical Image Anal., 2021

Global guidance network for breast lesion segmentation in ultrasound images.
Medical Image Anal., 2021

A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging.
Medical Image Anal., 2021

Semi-supervised learning with progressive unlabeled data excavation for label-efficient surgical workflow recognition.
Medical Image Anal., 2021

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge.
Medical Image Anal., 2021

Dual-path network with synergistic grouping loss and evidence driven risk stratification for whole slide cervical image analysis.
Medical Image Anal., 2021

Deep virtual adversarial self-training with consistency regularization for semi-supervised medical image classification.
Medical Image Anal., 2021

Hepatic vessel segmentation based on 3D swin-transformer with inductive biased multi-head self-attention.
CoRR, 2021

Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark.
CoRR, 2021

HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation.
CoRR, 2021

Balancing Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning.
CoRR, 2021

Rethinking annotation granularity for overcoming deep shortcut learning: A retrospective study on chest radiographs.
CoRR, 2021

Deep Semi-supervised Metric Learning with Dual Alignment for Cervical Cancer Cell Detection.
CoRR, 2021

OXnet: Omni-supervised Thoracic Disease Detection from Chest X-rays.
CoRR, 2021

Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer.
CoRR, 2021

Deep Texture-Aware Features for Camouflaged Object Detection.
CoRR, 2021

Towards quantitative and intuitive percutaneous tumor puncture via augmented virtual reality.
Comput. Medical Imaging Graph., 2021

Versatile multi-constrained planning for thermal ablation of large liver tumors.
Comput. Medical Imaging Graph., 2021

Automatic identification of sweet spots from MERs for electrodes implantation in STN-DBS.
Int. J. Comput. Assist. Radiol. Surg., 2021

Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning Regularizer for Monocular Depth Estimation with Adversarial Guidance.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Efficient Global-Local Memory for Real-Time Instrument Segmentation of Robotic Surgical Video.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

OXnet: Deep Omni-Supervised Thoracic Disease Detection from Chest X-Rays.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Dual-Consistency Semi-supervised Learning with Uncertainty Quantification for COVID-19 Lesion Segmentation from CT Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

SurRoL: An Open-source Reinforcement Learning Centered and dVRK Compatible Platform for Surgical Robot Learning.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Accurate Grid Keypoint Learning for Efficient Video Prediction.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Future Frame Prediction for Robot-Assisted Surgery.
Proceedings of the Information Processing in Medical Imaging, 2021

One to Many: Adaptive Instrument Segmentation via Meta Learning and Dynamic Online Adaptation in Robotic Surgical Video.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Noise against noise: stochastic label noise helps combat inherent label noise.
Proceedings of the 9th International Conference on Learning Representations, 2021

Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

C<sup>3</sup>-SemiSeg: Contrastive Semi-supervised Segmentation via Cross-set Learning and Dynamic Class-balancing.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Point Cloud Upsampling via Disentangled Refinement.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Single-Stage Instance Shadow Detection With Bidirectional Relation Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Efficient Federated Tumor Segmentation via Normalized Tensor Aggregation and Client Pruning.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

Learning Semantic Context from Normal Samples for Unsupervised Anomaly Detection.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Saliency-Aware Texture Smoothing.
IEEE Trans. Vis. Comput. Graph., 2020

Unsupervised Detection of Distinctive Regions on 3D Shapes.
ACM Trans. Graph., 2020

DoFE: Domain-Oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets.
IEEE Trans. Medical Imaging, 2020

Deep Mining External Imperfect Data for Chest X-Ray Disease Screening.
IEEE Trans. Medical Imaging, 2020

Semi-Supervised Medical Image Classification With Relation-Driven Self-Ensembling Model.
IEEE Trans. Medical Imaging, 2020

ψ-Net: Stacking Densely Convolutional LSTMs for Sub-Cortical Brain Structure Segmentation.
IEEE Trans. Medical Imaging, 2020

MS-Net: Multi-Site Network for Improving Prostate Segmentation With Heterogeneous MRI Data.
IEEE Trans. Medical Imaging, 2020

Multi-Task Deep Model With Margin Ranking Loss for Lung Nodule Analysis.
IEEE Trans. Medical Imaging, 2020

CANet: Cross-Disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading.
IEEE Trans. Medical Imaging, 2020

A Multi-Organ Nucleus Segmentation Challenge.
IEEE Trans. Medical Imaging, 2020

Unpaired Multi-Modal Segmentation via Knowledge Distillation.
IEEE Trans. Medical Imaging, 2020

Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation.
IEEE Trans. Medical Imaging, 2020

UD-MIL: Uncertainty-Driven Deep Multiple Instance Learning for OCT Image Classification.
IEEE J. Biomed. Health Informatics, 2020

Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis.
IEEE Trans. Cybern., 2020

Aggregating Attentional Dilated Features for Salient Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2020

Direction-Aware Spatial Context Features for Shadow Detection and Removal.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Towards multi-center glaucoma OCT image screening with semi-supervised joint structure and function multi-task learning.
Medical Image Anal., 2020

REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs.
Medical Image Anal., 2020

Multi-task recurrent convolutional network with correlation loss for surgical video analysis.
Medical Image Anal., 2020

Revisiting metric learning for few-shot image classification.
Neurocomputing, 2020

Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery.
CoRR, 2020

DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets.
CoRR, 2020

A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging.
CoRR, 2020

Robust Medical Instrument Segmentation Challenge 2019.
CoRR, 2020

A Rotation-Invariant Framework for Deep Point Cloud Analysis.
CoRR, 2020

Hybrid attention for automatic segmentation of whole fetal head in prenatal ultrasound volumes.
Comput. Methods Programs Biomed., 2020

MMTLNet: Multi-Modality Transfer Learning Network with adversarial training for 3D whole heart segmentation.
Comput. Medical Imaging Graph., 2020

LRTD: long-range temporal dependency based active learning for surgical workflow recognition.
Int. J. Comput. Assist. Radiol. Surg., 2020

NormalF-Net: Normal Filtering Neural Network for Feature-preserving Mesh Denoising.
Comput. Aided Des., 2020

An Encoder-Decoder Neural Network With 3D Squeeze-and-Excitation and Deep Supervision for Brain Tumor Segmentation.
IEEE Access, 2020

Bridge Segmentation Performance Gap Via Evolving Shape Prior.
IEEE Access, 2020

Balancing Between Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

A Second-Order Subregion Pooling Network for Breast Lesion Segmentation in Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Shape-Aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Difficulty-Aware Meta-learning for Rare Disease Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Dual-Teacher: Integrating Intra-domain and Inter-domain Teachers for Annotation-Efficient Cardiac Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

A Learning-Driven Framework with Spatial Optimization For Surgical Suture Thread Reconstruction and Autonomous Grasping Under Multiple Topologies and Environmental Noises.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization.
Proceedings of the Computer Vision - ECCV 2020, 2020

Instance Shadow Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

PointAugment: An Auto-Augmentation Framework for Point Cloud Classification.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Personalized Re-ranking with Item Relationships for E-commerce.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Virtually-Extended Proprioception: Providing Spatial Reference in VR through an Appended Virtual Limb.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Towards Cross-Modality Medical Image Segmentation with Online Mutual Knowledge Distillation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Assessing performance of augmented reality-based neurosurgical training.
Vis. Comput. Ind. Biomed. Art, 2019

Bas-Relief Modeling from Normal Layers.
IEEE Trans. Vis. Comput. Graph., 2019

Towards Automated Semantic Segmentation in Prenatal Volumetric Ultrasound.
IEEE Trans. Medical Imaging, 2019

Patch-Based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation.
IEEE Trans. Medical Imaging, 2019

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound.
IEEE Trans. Medical Imaging, 2019

Fast ScanNet: Fast and Dense Analysis of Multi-Gigapixel Whole-Slide Images for Cancer Metastasis Detection.
IEEE Trans. Medical Imaging, 2019

SINet: A Scale-Insensitive Convolutional Neural Network for Fast Vehicle Detection.
IEEE Trans. Intell. Transp. Syst., 2019

Online Subspace Learning from Gradient Orientations for Robust Image Alignment.
IEEE Trans. Image Process., 2019

Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge.
Medical Image Anal., 2019

RMDL: Recalibrated multi-instance deep learning for whole slide gastric image classification.
Medical Image Anal., 2019

MILD-Net: Minimal information loss dilated network for gland instance segmentation in colon histology images.
Medical Image Anal., 2019

Enhancing Augmented VR Interaction via Egocentric Scene Analysis.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Webthetics: Quantifying webpage aesthetics with deep learning.
Int. J. Hum. Comput. Stud., 2019

Mixed reality based respiratory liver tumor puncture navigation.
Comput. Vis. Media, 2019

Layered leaf texturing using structure-guided model.
Graph. Model., 2019

REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs.
CoRR, 2019

Difficulty-aware Meta-Learning for Rare Disease Diagnosis.
CoRR, 2019

SAC-Net: Spatial Attenuation Context for Salient Object Detection.
CoRR, 2019

Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation.
CoRR, 2019

Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge.
CoRR, 2019

The Liver Tumor Segmentation Benchmark (LiTS).
CoRR, 2019

Versatile numerical fractures removal for SPH-based free surface liquids.
Comput. Graph., 2019

RIANet: Recurrent interleaved attention network for cardiac MRI segmentation.
Comput. Biol. Medicine, 2019

DALocNet: Improving Localization Accuracy for Domain Adaptive Object Detection.
IEEE Access, 2019

PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network at Unpaired Cross-Modality Cardiac Segmentation.
IEEE Access, 2019

Augmented Reality Guided Respiratory Liver Tumors Punctures: A Preliminary Feasibility Study.
Proceedings of the SIGGRAPH Asia 2019 Technical Briefs, 2019

Towards Biomechanically and Visually Plausible Volumetric Cutting Simulation of Deformable Bodies.
Proceedings of the 27th Pacific Conference on Computer Graphics and Applications, 2019

IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

PFA-ScanNet: Pyramidal Feature Aggregation with Synergistic Learning for Breast Cancer Metastasis Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Uncertainty-Aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Boundary and Entropy-Driven Adversarial Learning for Fundus Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Unifying Structure Analysis and Surrogate-Driven Function Regression for Glaucoma OCT Image Screening.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Deep Angular Embedding and Feature Correlation Attention for Breast MRI Cancer Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Predicting Fluid Intelligence from MRI Images with Encoder-Decoder Regularization.
Proceedings of the Adolescent Brain Cognitive Development Neurocognitive Prediction, 2019

Probabilistic Multilayer Regularization Network for Unsupervised 3D Brain Image Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Unsupervised Retina Image Synthesis via Disentangled Representation Learning.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2019

Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

FetusMap: Fetal Pose Estimation in 3D Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

CIA-Net: Robust Nuclei Instance Segmentation with Contour-Aware Information Aggregation.
Proceedings of the Information Processing in Medical Imaging, 2019

CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

PU-GAN: A Point Cloud Upsampling Adversarial Network.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Mask-ShadowGAN: Learning to Remove Shadows From Unpaired Data.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Deep Multi-Model Fusion for Single-Image Dehazing.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Depth-Attentional Features for Single-Image Rain Removal.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Unsupervised Domain Adaptation of ConvNets for Medical Image Segmentation via Adversarial Learning.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019

2018
Animating Wall-Bounded Turbulent Smoke via Filament-Mesh Particle-Particle Method.
IEEE Trans. Vis. Comput. Graph., 2018

Thin-Feature-Aware Transport-Velocity Formulation for SPH-Based Liquid Animation.
IEEE Trans. Multim., 2018

Online Robust Projective Dictionary Learning: Shape Modeling for MR-TRUS Registration.
IEEE Trans. Medical Imaging, 2018

H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes.
IEEE Trans. Medical Imaging, 2018

SV-RCNet: Workflow Recognition From Surgical Videos Using Recurrent Convolutional Network.
IEEE Trans. Medical Imaging, 2018

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
IEEE Trans. Medical Imaging, 2018

Large-Scale Bayesian Probabilistic Matrix Factorization with Memo-Free Distributed Variational Inference.
ACM Trans. Knowl. Discov. Data, 2018

Sparse Support Matrix Machine.
Pattern Recognit., 2018

VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images.
NeuroImage, 2018

Tracking topology structure adaptively with deep neural networks.
Neural Comput. Appl., 2018

3D multi-scale FCN with random modality voxel dropout learning for Intervertebral Disc Localization and Segmentation from Multi-modality MR Images.
Medical Image Anal., 2018

TwistIn: Tangible Authentication of Smart Devices via Motion Co-analysis with a Smartwatch.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Feature-preserving ultrasound speckle reduction via <i>L</i><sub>0</sub> minimization.
Neurocomputing, 2018

Multiclass support matrix machine for single trial EEG classification.
Neurocomputing, 2018

PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation.
CoRR, 2018

MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images.
CoRR, 2018

Non-Local Low-Rank Normal Filtering for Mesh Denoising.
Comput. Graph. Forum, 2018

ScanNet: A Fast and Dense Scanning Framework for Metastastic Breast Cancer Detection from Whole-Slide Image.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Augmented Reality-Based Personalized Virtual Operative Anatomy for Neurosurgical Guidance and Training.
Proceedings of the 2018 IEEE Conference on Virtual Reality and 3D User Interfaces, 2018

Position based catheterization and angiography simulation.
Proceedings of the 6th IEEE International Conference on Serious Games and Applications for Health, 2018

Combating Uncertainty with Novel Losses for Automatic Left Atrium Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

Generalizing Deep Models for Ultrasound Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Deep Attentional Features for Prostate Segmentation in Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

MTMR-Net: Multi-task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

Deeply Supervised Rotation Equivariant Network for Lesion Segmentation in Dermoscopy Images.
Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018

Attention Based Hierarchical Aggregation Network for 3D Left Atrial Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-Ray Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

Pyramid Network with Online Hard Example Mining for Accurate Left Atrium Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

Multipath Densely Connected Convolutional Neural Network for Brain Tumor Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

HL-FCN: Hybrid loss guided FCN for colorectal cancer segmentation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

R³Net: Recurrent Residual Refinement Network for Saliency Detection.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection.
Proceedings of the Computer Vision - ECCV 2018, 2018

EC-Net: An Edge-Aware Point Set Consolidation Network.
Proceedings of the Computer Vision - ECCV 2018, 2018

PU-Net: Point Cloud Upsampling Network.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Direction-Aware Spatial Context Features for Shadow Detection.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Semi-supervised Skin Lesion Segmentation via Transformation Consistent Self-ensembling Model.
Proceedings of the British Machine Vision Conference 2018, 2018

SFCN-OPI: Detection and Fine-Grained Classification of Nuclei Using Sibling FCN With Objectness Prior Interaction.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Recurrently Aggregating Deep Features for Salient Object Detection.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Reconfigurable interlocking furniture.
ACM Trans. Graph., 2017

Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks.
IEEE Trans. Medical Imaging, 2017

Integrating Online and Offline Three-Dimensional Deep Learning for Automated Polyp Detection in Colonoscopy Videos.
IEEE J. Biomed. Health Informatics, 2017

Ultrasound Standard Plane Detection Using a Composite Neural Network Framework.
IEEE Trans. Cybern., 2017

Multilevel Contextual 3-D CNNs for False Positive Reduction in Pulmonary Nodule Detection.
IEEE Trans. Biomed. Eng., 2017

Fast feature-preserving speckle reduction for ultrasound images via phase congruency.
Signal Process., 2017

Blind Image Denoising via Dependent Dirichlet Process Tree.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge.
Medical Image Anal., 2017

Gland segmentation in colon histology images: The glas challenge contest.
Medical Image Anal., 2017

Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge.
Medical Image Anal., 2017

3D deeply supervised network for automated segmentation of volumetric medical images.
Medical Image Anal., 2017

DCAN: Deep contour-aware networks for object instance segmentation from histology images.
Medical Image Anal., 2017

Filament-based realistic turbulent wake synthesis.
Comput. Animat. Virtual Worlds, 2017

H-DenseUNet: Hybrid Densely Connected UNet for Liver and Liver Tumor Segmentation from CT Volumes.
CoRR, 2017

ScanNet: A Fast and Dense Scanning Framework for Metastatic Breast Cancer Detection from Whole-Slide Images.
CoRR, 2017

Haptic simulation framework for determining virtual dental occlusion.
Int. J. Comput. Assist. Radiol. Surg., 2017

Patch green coordinates based interactive embedded deformable model.
Proceedings of the Tenth International Conference on Motion in Games, 2017

3D U-net with Multi-level Deep Supervision: Fully Automatic Segmentation of Proximal Femur in 3D MR Images.
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Towards Automatic Semantic Segmentation in Volumetric Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Hybrid Loss Guided Convolutional Networks for Whole Heart Parsing.
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017

3D Convolutional Networks for Fully Automatic Fine-Grained Whole Heart Partition.
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017

Class-Balanced Deep Neural Network for Automatic Ventricular Structure Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017

AGNet: Attention-Guided Network for Surgical Tool Presence Detection.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017

Automated Pulmonary Nodule Detection via 3D ConvNets with Online Sample Filtering and Hybrid-Loss Residual Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Cascaded Fully Convolutional Networks for automatic prenatal ultrasound image segmentation.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Learning to Aggregate Ordinal Labels by Maximizing Separating Width.
Proceedings of the 34th International Conference on Machine Learning, 2017

Joint Bi-layer Optimization for Single-Image Rain Streak Removal.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Online Robust Image Alignment via Subspace Learning from Gradient Orientations.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Cascaded Feature Network for Semantic Segmentation of RGB-D Images.
Proceedings of the IEEE International Conference on Computer Vision, 2017

A Non-local Low-Rank Framework for Ultrasound Speckle Reduction.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Deep Cascaded Networks for Sparsely Distributed Object Detection from Medical Images.
Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017

2016
Globally optimal toon tracking.
ACM Trans. Graph., 2016

Towards Personalized Statistical Deformable Model and Hybrid Point Matching for Robust MR-TRUS Registration.
IEEE Trans. Medical Imaging, 2016

Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks.
IEEE Trans. Medical Imaging, 2016

Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge.
CoRR, 2016

Online Prediction of Dyadic Data with Heterogeneous Matrix Factorization.
CoRR, 2016

VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain Segmentation.
CoRR, 2016

Improving the discrimination of hand motor imagery via virtual reality based visual guidance.
Comput. Methods Programs Biomed., 2016

Non-Local Sparse and Low-Rank Regularization for Structure-Preserving Image Smoothing.
Comput. Graph. Forum, 2016

Enhancing training performance for brain-computer interface with object-directed 3D visual guidance.
Int. J. Comput. Assist. Radiol. Surg., 2016

Constrained Point-Based Framework with Efficient Mechanical Interaction for Virtual Surgery.
Proceedings of the Medicine Meets Virtual Reality 22 - NextMed, 2016

3D FractalNet: Dense Volumetric Segmentation for Cardiovascular MRI Volumes.
Proceedings of the Reconstruction, Segmentation, and Analysis of Medical Images, 2016

Multi-scale and Modality Dropout Learning for Intervertebral Disc Localization and Segmentation.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2016

3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Iterative Multi-domain Regularized Deep Learning for Anatomical Structure Detection and Segmentation from Ultrasound Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

3D Fully Convolutional Networks for Intervertebral Disc Localization and Segmentation.
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016

Automated mitosis detection with deep regression networks.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

A Bayesian Nonparametric Approach to Dynamic Dyadic Data Prediction.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

From Noise Modeling to Blind Image Denoising.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Ultrasound Speckle Reduction via L_0 Minimization.
Proceedings of the Computer Vision - ACCV 2016, 2016

Deep Contextual Networks for Neuronal Structure Segmentation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Mitosis Detection in Breast Cancer Histology Images via Deep Cascaded Networks.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Bi-Normal Filtering for Mesh Denoising.
IEEE Trans. Vis. Comput. Graph., 2015

Closure-aware sketch simplification.
ACM Trans. Graph., 2015

Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks.
IEEE J. Biomed. Health Informatics, 2015

Fully automatic and nonparametric quantification of adipose tissue in fat-water separation MR imaging.
Medical Biol. Eng. Comput., 2015

Vortex Filaments in Grids for Scalable, Fine Smoke Simulation.
IEEE Computer Graphics and Applications, 2015

Morphology-preserving smoothing on polygonized isosurfaces of inhomogeneous binary volumes.
Comput. Aided Des., 2015

Image-guided robotic system for radiofrequency ablation of large liver tumor with single incision.
Proceedings of the 12th International Conference on Ubiquitous Robots and Ambient Intelligence, 2015

Automatic Brain Tumor Segmentation from MR Images via a Multimodal Sparse Coding Based Probabilistic Model.
Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015

Automatic Localization and Identification of Vertebrae in Spine CT via a Joint Learning Model with Deep Neural Networks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Automatic detection of cerebral microbleeds via deep learning based 3D feature representation.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Haptic rendering of drilling process in orthopedic surgical simulation based on the volumetric object.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

An Efficient Statistical Method for Image Noise Level Estimation.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Virtual Pedicle Screw Insertion Surgical Simulation with Haptic Rendering.
Proceedings of the GRAPP 2015, 2015

Automatic cerebral microbleeds detection from MR images via Independent Subspace Analysis based hierarchical features.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

The Dynamic Chinese Restaurant Process via Birth and Death Processes.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Visualization of Needle Access Pathway and a Five-DoF Evaluation.
IEEE J. Biomed. Health Informatics, 2014

Towards Personalized Biomechanical Model and MIND-Weighted Point Matching for Robust Deformable MR-TRUS Registration.
Proceedings of the Computer-Assisted and Robotic Endoscopy - First International Workshop, 2014

Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge Transfer.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

Standard plane localization in ultrasound by radial component.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Personalized modeling of prostate deformation based on elastography for MRI-TRUS registration.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Speckle reduction by phase-based weighted least squares.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Effective user training for motor imagery based brain computer interface with object-directed 3D visual display.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

2013
Effect of Packet Loss on Collaborative Haptic Interactions in Networked Virtual Environments: An Experimental Study.
Presence Teleoperators Virtual Environ., 2013

Parallel structure-aware halftoning.
Multim. Tools Appl., 2013

Coarse-to-Fine Normal Filtering for Feature-Preserving Mesh Denoising Based on Isotropic Subneighborhoods.
Comput. Graph. Forum, 2013

Mesh quality oriented 3D geometric vascular modeling based on parallel transport frame.
Comput. Biol. Medicine, 2013

An adaptive and effective single image dehazing algorithm based on dark channel prior.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

A novel rain detection and removal approach using guided filtering and formation modeling.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

A novel segmentation guided approach for single image dehazing.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

What's the Role of Image Matting in Image Segmentation?
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Interactive Exploration of 4D Geometry with Volumetric Halos.
Proceedings of the 21st Pacific Conference on Computer Graphics and Applications, 2013

Quantized Local Edge Distribution: A Descriptor for B-mode Ultrasound Images.
Proceedings of the Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions, 2013

Learning based automatic head detection and measurement from fetal ultrasound images via prior knowledge and imaging parameters.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

An Interactive Web-Based Navigation System for Learning Human Anatomy.
Proceedings of the Advanced Technologies, Embedded and Multimedia for Human-centric Computing, 2013

A multiresolution framework for ultrasound image segmentation by combinative active contours.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Impulse-Based Rendering Methods for Haptic Simulation of Bone-Burring.
IEEE Trans. Haptics, 2012

Binocular tone mapping.
ACM Trans. Graph., 2012

Real-Time Mandibular Angle Reduction Surgical Simulation With Haptic Rendering.
IEEE Trans. Inf. Technol. Biomed., 2012

A Serious Game for Learning Ultrasound-Guided Needle Placement Skills.
IEEE Trans. Inf. Technol. Biomed., 2012

Chinese Acupuncture Expert System (CAES) - A Useful Tool to Practice and Learn Medical Acupuncture.
J. Medical Syst., 2012

Fast Rendering of Diffusion Curves with Triangles.
IEEE Computer Graphics and Applications, 2012

A Catheterization-Training Simulator Based on a Fast Multigrid Solver.
IEEE Computer Graphics and Applications, 2012

Using Time-Varying Texels to Simulate Withering Grassland.
IEEE Computer Graphics and Applications, 2012

A particle-based modeling framework for thrombo-emboli simulation.
Proceedings of the Virtual Reality Continuum and its Applications in Industry, 2012

A virtual surgical simulator for mandibular angle reduction based on patient specific data.
Proceedings of the 2012 IEEE Virtual Reality, 2012

Left ventricle segmentation with mixture of Gaussian active contours.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Automatic liver segmentation in CT images based on Support Vector Machine.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011
A Freehand Vascular Designing and Modeling Tool for Surgery Simulation.
J. Comput. Inf. Sci. Eng., 2011

A Novel FEM-Based Numerical Solver for Interactive Catheter Simulation in Virtual Catheterization.
Int. J. Biomed. Imaging, 2011

A Virtual Reality Simulator for Ultrasound-Guided Biopsy Training.
IEEE Computer Graphics and Applications, 2011

Accelerating simultaneous algebraic reconstruction technique with motion compensation using CUDA-enabled GPU.
Int. J. Comput. Assist. Radiol. Surg., 2011

An ellipsoid-based perspective projection correction for wide-angle images.
Proceedings of the SIGGRAPH Asia 2011 Posters, Hong Kong, December 12-15, 2011, 2011

CvhSlicer: An Interactive Cross-Sectional Anatomy Navigation System Based on High-Resolution Chinese Visible Human Data.
Proceedings of the Medicine Meets Virtual Reality 18 - NextMed, 2011

Vertebra segmentation of spine MRI with improved GVF snake based on shape knowledge.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

An interactive approach to liver segmentation in CT based on deformable model integrated with attractor force.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Medical image reconstruction based on Bayesian compressed sensing.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

3D Model-based method for vessel segmentation in TOF-MRA.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

WYSIWYF: exploring and annotating volume data with a tangible handheld device.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010
Combined X-ray and facial videos for phoneme-level articulator dynamics.
Vis. Comput., 2010

Resizing by symmetry-summarization.
ACM Trans. Graph., 2010

Fast and accurate 3-D registration of HR-pQCT images.
IEEE Trans. Inf. Technol. Biomed., 2010

Fast Prototyping of Virtual Reality Based Surgical Simulators with PhysX-enabled GPU.
Trans. Edutainment, 2010

Learning Ultrasound-Guided Needle Insertion Skills through an Edutainment Game.
Trans. Edutainment, 2010

Two-Stage Object Tracking Method Based on Kernel and Active Contour.
IEEE Trans. Circuits Syst. Video Technol., 2010

A Novel Modeling Framework for Multilayered Soft Tissue Deformation in Virtual Orthopedic Surgery.
J. Medical Syst., 2010

Collaborative Simulation of Soft-Tissue Deformation for Virtual Surgery Applications.
J. Medical Syst., 2010

Adaptive total variation denoising based on difference curvature.
Image Vis. Comput., 2010

Collaborative Virtual Surgery: Techniques, Applications and Challenges.
Int. J. Virtual Real., 2010

Learning Blood Management in Orthopedic Surgery through Gameplay.
IEEE Computer Graphics and Applications, 2010

An interactive high-fidelity haptic needle simulator with GPU acceleration.
Proceedings of the 9th International Conference on Virtual Reality Continuum and its Applications in Industry, 2010

Recovering Cardiac Electrical Activity from Medical Image Sequence: A Model-Based Approach.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

Structure-preserving multiscale vessel enhancing diffusion filter.
Proceedings of the International Conference on Image Processing, 2010

MR image segmentation and bias field estimation using coherent local and global intensity clustering.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

2009
GL4D: A GPU-based Architecture for Interactive 4D Visualization.
IEEE Trans. Vis. Comput. Graph., 2009

Activity Invariant Sets and Exponentially Stable Attractors of Linear Threshold Discrete-Time Recurrent Neural Networks.
IEEE Trans. Autom. Control., 2009

A comparison of morphometric techniques for studying the shape of the corpus callosum in adolescent idiopathic scoliosis.
NeuroImage, 2009

PPU-friendly Biomechanical Models for Virtual Medicine.
Int. J. Virtual Real., 2009

Some multistability properties of bidirectional associative memory recurrent neural networks with unsaturating piecewise linear transfer functions.
Neurocomputing, 2009

Automatic detection of breast cancers in mammograms using structured support vector machines.
Neurocomputing, 2009

A framework using cluster-based hybrid network architecture for collaborative virtual surgery.
Comput. Methods Programs Biomed., 2009

Reconstruction of volumetric ultrasound panorama based on improved 3D SIFT.
Comput. Medical Imaging Graph., 2009

Realistic grass withering simulation using time-varying texels.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2009

A Physically-Based Modeling and Simulation Framework for Facial Animation.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

Solving the CLM Problem by Discrete-Time Linear Threshold Recurrent Neural Networks.
Proceedings of the Artificial Neural Networks, 2009

A Fast and Flexible Sorting Algorithm with CUDA.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2009

Accelerating Algebraic Reconstruction Using CUDA-Enabled GPU.
Proceedings of the Sixth International Conference on Computer Graphics, 2009

2008
Fuzzified Choquet Integral With a Fuzzy-Valued Integrand and Its Application on Temperature Prediction.
IEEE Trans. Syst. Man Cybern. Part B, 2008

Richness-preserving manga screening.
ACM Trans. Graph., 2008

Structure-aware halftoning.
ACM Trans. Graph., 2008

Intrinsic colorization.
ACM Trans. Graph., 2008

Image Diffusion Using Saliency Bilateral Filter.
IEEE Trans. Inf. Technol. Biomed., 2008

Parametric active contours for object tracking based on matching degree image of object contour points.
Pattern Recognit. Lett., 2008

Shape matching and modeling using skeletal context.
Pattern Recognit., 2008

Erratum to: "Discriminative analysis of skull morphology in adolescent idiopathic scoliosis patients: Comparative study with normal controls" [Pattern Recognition 41 (9) 2800-2811].
Pattern Recognit., 2008

Discriminative analysis of skull morphology in adolescent idiopathic scoliosis patients: Comparative study with normal controls.
Pattern Recognit., 2008

A double-threshold image binarization method based on edge detector.
Pattern Recognit., 2008

An Adaptive Transmission Protocol for Managing Dynamic Shared States in Collaborative Surgical Simulation.
Proceedings of the Medicine Meets Virtual Reality 16, 2008

Volumetric Ultrasound Panorama Based on 3D SIFT.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Estimation of the Current Density in a Dynamic Heart Model and Visualization of Its Propagation.
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008

Generating massive high-quality random numbers using GPU.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Perception-aware Depth Cueing for Illustrative Vascular Visualization.
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

Parallel visualization of multiple translucent isosurfaces.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

2007
Tileable BTF.
IEEE Trans. Vis. Comput. Graph., 2007

Discrete Wavelet Transform on Consumer-Level Graphics Hardware.
IEEE Trans. Multim., 2007

A Computational Framework for Approximating Boundary Surfaces in 3-D Biomedical Images.
IEEE Trans. Inf. Technol. Biomed., 2007

Classification of Heterogeneous Fuzzy Data by Choquet Integral With Fuzzy-Valued Integrand.
IEEE Trans. Fuzzy Syst., 2007

Ellipsoidal support vector clustering for functional MRI analysis.
Pattern Recognit., 2007

Fast and active texture segmentation based on orientation and local variance.
J. Vis. Commun. Image Represent., 2007

Dynamic touch-enabled virtual palpation.
Comput. Animat. Virtual Worlds, 2007

Isosurfaces computation for approximating boundary surfaces within three-dimensional images.
J. Electronic Imaging, 2007

GPU-Friendly Marching Cubes for Visualizing Translucent Isosurfaces.
Proceedings of the Medicine Meets Virtual Reality 15, 2007

An Adaptive Framework Using Cluster-Based Hybrid Architecture for Enhancing Collaboration in Surgical Simulation.
Proceedings of the Medicine Meets Virtual Reality 15, 2007

Landmark Correspondence Optimization for Coupled Surfaces.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Orthopedics Surgery Trainer with PPU-Accelerated Blood and Tissue Simulation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Moving Object Extraction with a Hand-held Camera.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Chinese Visible Human Data Sets and Their Applications.
Proceedings of the Digital Human Modeling, 2007

Advances in Visible Human Based Virtual Medicine.
Proceedings of the Digital Human Modeling, 2007

Robust Metric Reconstruction from Challenging Video Sequences.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Deringing cartoons by image analogies.
ACM Trans. Graph., 2006

Manga colorization.
ACM Trans. Graph., 2006

Intelligent Inferencing and Haptic Simulation for Chinese Acupuncture Learning and Training.
IEEE Trans. Inf. Technol. Biomed., 2006

Shape Statistics Variational Approach for the Outer Contour Segmentation of Left Ventricle MR Images.
IEEE Trans. Inf. Technol. Biomed., 2006

Boundary Enhancement and Speckle Reduction for Ultrasound Images via Salient Structure Extraction.
IEEE Trans. Biomed. Eng., 2006

GPU-friendly warped display for scope-maintained video surveillance.
Multim. Syst., 2006

Visible Human Based Virtual Medicine.
Int. J. Virtual Real., 2006

A Haptic Needle Manipulation Simulator for Chinese Acupuncture Learning and Training.
Int. J. Image Graph., 2006

Real-valued Choquet integrals with fuzzy-valued integrand.
Fuzzy Sets Syst., 2006

Segmentation and three-dimension reconstruction of Chinese digitized human cerebrum.
Comput. Medical Imaging Graph., 2006

Image Diffusion Using Saliency Bilateral Filter.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Morphometric Analysis for Pathological Abnormality Detection in the Skull Vaults of Adolescent Idiopathic Scoliosis Girls.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

An Indirect and Efficient Approach for Solving Uncorrelated Optimal Discriminant Vectors.
Proceedings of the Computational Intelligence, 2006

2005
Backward Reasoning on Rule-Based Systems Modeled by Fuzzy Petri Nets Through Backward Tree.
Proceedings of the Computational Intelligence for Modelling and Prediction, 2005

An improved scheme of an interactive finite element model for 3D soft-tissue cutting and deformation.
Vis. Comput., 2005

A system for real-time panorama generation and display in tele-immersive applications.
IEEE Trans. Multim., 2005

LV shape and motion: B-spline-based deformable model and sequential motion decomposition.
IEEE Trans. Inf. Technol. Biomed., 2005

A new method of feature fusion and its application in image recognition.
Pattern Recognit., 2005

A theorem on the generalized canonical projective vectors.
Pattern Recognit., 2005

Fuzzy numbers and fuzzification of the Choquet integral.
Fuzzy Sets Syst., 2005

Virtual human and its application in medicine.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2005

Real-time surveillance video display with salience.
Proceedings of the Third ACM International Workshop on Video Surveillance & Sensor Networks, 2005

Shape Modeling Using Automatic Landmarking.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Support Vector Clustering for Brain Activation Detection.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Unifying Genetic Algorithm and Clustering Method for Recognizing Activated fMRI Time Series.
Proceedings of the Advances in Machine Learning and Cybernetics, 2005

Face Recognition Based on Generalized Canonical Correlation Analysis.
Proceedings of the Advances in Intelligent Computing, 2005

A Novel Feature Fusion Method Based on Partial Least Squares Regression.
Proceedings of the Pattern Recognition and Data Mining, 2005

2004
Authors' reply to comment on "stability of fuzzy control systems with bounded uncertain delays".
IEEE Trans. Fuzzy Syst., 2004

A hybrid condensed finite element model with GPU acceleration for interactive 3D soft tissue cutting.
Comput. Animat. Virtual Worlds, 2004

Attitude dead reckoning in a collaborative virtual environment using cumulative polynomial extrapolation of quaternions.
Concurr. Pract. Exp., 2004

Estimating Light Vectors in Real Time.
IEEE Computer Graphics and Applications, 2004

Deformable simulation using force propagation model with finite element optimization.
Comput. Graph., 2004

An efficient and scalable deformable model for virtual reality-based medical applications.
Artif. Intell. Medicine, 2004

Digital photo similarity analysis in frequency domain and photo album compression.
Proceedings of the 3rd International Conference on Mobile and Ubiquitous Multimedia, 2004

Segmentation of Left Ventricle via Level Set Method Based on Enriched Speed Term.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Tag Stripes Tracking from Cardiac MRI by Bayesian Theory.
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004

Improvements on CCA Model with Application to Face Recognition.
Proceedings of the Intelligent Information Processing II, 2004

A real-time Cantonese text-to-audiovisual speech synthesizer.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Feature fusion method based on canonical correlation analysis and handwritten character recognition.
Proceedings of the 8th International Conference on Control, 2004

A Training-Based Method for Reducing Ringing Artifact in BDCT-Encoded Images.
Proceedings of the 7th Eurographics Multimedia Workshop 2004, 2004

2003
Interactive deformation of soft tissues with haptic feedback for medical learning.
IEEE Trans. Inf. Technol. Biomed., 2003

Classification by nonlinear integral projections.
IEEE Trans. Fuzzy Syst., 2003

Time-critical rendering algorithm with incorporation of LoD, visibility culling and object impostor.
Comput. Animat. Virtual Worlds, 2003

A Fast Triangle-Triangle Overlap Test Using Signed Distances.
J. Graphics, GPU, & Game Tools, 2003

Image reconstructions from two orthogonal projections.
Int. J. Imaging Syst. Technol., 2003

Indeterminate integrals with respect to nonadditive measures.
Fuzzy Sets Syst., 2003

Instant relighting of volumetric data.
Proceedings of the Medical Imaging 2003: Visualization, 2003

2002
The plenoptic illumination function.
IEEE Trans. Multim., 2002

Stability of fuzzy control systems with bounded uncertain delays.
IEEE Trans. Fuzzy Syst., 2002

A scalable force propagation approach for web-baseddeformable simulation of soft tissues.
Proceedings of the Seventh International Conference on 3D Web Technology, 2002

The immersive cockpit.
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

Multiple-isovalue selection by clustering gray values of the boundary surfaces within volume image.
Proceedings of the Medical Imaging 2002: Image Processing, 2002

Extraction of polygonal boundary surfaces from volume image.
Proceedings of the Medical Imaging 2002: Image Processing, 2002

Improved algorithm on rule-based reasoning systems modeled by fuzzy Petri nets.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

Backward Reasoning on Rule-Based System Modeled by Fuzzy Petri Nets through Backward Tree.
Proceedings of the FSDK'02, 2002

2001
Interactive Navigation of Virtual Vessel Tracking with 3D Intelligent Scissors.
Int. J. Image Graph., 2001

Constrained Fairing for Meshes.
Comput. Graph. Forum, 2001

Interactive Relighting of Panoramas.
IEEE Computer Graphics and Applications, 2001

Continuous field based free-form surface modeling and morphing.
Comput. Graph., 2001

Edge surface extraction from 3D images.
Proceedings of the Medical Imaging 2001: Image Processing, 2001

Template-Matching Approach to Edge Detection of Volume Data.
Proceedings of the Medical Imaging and Augmented Reality: First International Workshop, 2001

Enhancing View Consistency in Collaborative Medical Visualization Systems Using Predictive-Based Attitude Estimation.
Proceedings of the Medical Imaging and Augmented Reality: First International Workshop, 2001

Adaptive Attitude Dead-Reckoning by Cumulative Polynomial Extrapolation of Quaternions.
Proceedings of the 5th IEEE International Workshop on Distributed Simulation and Real-Time Applications (DS-RT 2001), 2001

2000
Accelerating 'Intelligent Scissors' Using Slimmed Graphs.
J. Graphics, GPU, & Game Tools, 2000

Multicriteria maximum likelihood neural network approach to positron emission tomography.
Int. J. Imaging Syst. Technol., 2000

Navigation and Illumination Control for Image-Based VR.
Int. J. Virtual Real., 2000

Virtual Bronchoscopy.
Int. J. Virtual Real., 2000

Direct haptic rendering of isosurface by intermediate representation.
Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2000

Progressive Geometry Compression for Meshes.
Proceedings of the 8th Pacific Conference on Computer Graphics and Applications, 2000

Automated extraction of bronchus from 3D CT images of lung based on genetic algorithm and 3D region growing.
Proceedings of the Medical Imaging 2000: Image Processing, 2000

Automatic Centerline Extraction for 3D Virtual Bronchoscopy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000

Clustering Categorical Data.
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

1999
Estimate of exponential convergence rate and exponential stability for neural networks.
IEEE Trans. Neural Networks, 1999

Computing Visibility for Triangulated Panoramas.
Proceedings of the Rendering Techniques '99, 1999

A Panoramic-Based Walkthrough System Using Real Photos.
Proceedings of the 7th Pacific Conference on Computer Graphics and Applications, 1999

A Study on How Depth Perception Is Affected by Different Presentations of 3D Objects.
Proceedings of the Human-Computer Interaction: Ergonomics and User Interfaces, 1999

Automatic Floating to Fixed Point Translation and its Application to Post-Rendering 3D Warping.
Proceedings of the 7th IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM '99), 1999

1998
Illumination of image-based objects.
Comput. Animat. Virtual Worlds, 1998

Triangle-Based View Interpolation without Depth-Buffering.
J. Graphics, GPU, & Game Tools, 1998

Accurate B-spline Free-Form Deformation of Polygonal Objects.
J. Graphics, GPU, & Game Tools, 1998

An image-based virtual reality prototype system.
J. Comput. Sci. Technol., 1998

Multiresolution Isosurface Extraction with Adaptive Skeleton Climbing.
Comput. Graph. Forum, 1998

Feature-based interactive visualization of volumetric medical data.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Interactive Volume Cutting.
Proceedings of the Graphics Interface 1998 Conference, 1998

1997
Sampling with Hammersley and Halton Points.
J. Graphics, GPU, & Game Tools, 1997

Principal stream surfaces.
Proceedings of the 8th IEEE Visualization Conference, 1997

A Geometry Dependent Texture Generation Framework for Simulating Surface Imperfections.
Proceedings of the Rendering Techniques '97, 1997

Image-based Rendering with Controllable Illumination.
Proceedings of the Rendering Techniques '97, 1997

Illuminating image-based objects.
Proceedings of the 5th Pacific Conference on Computer Graphics and Applications, 1997

"Skeleton climbing": fast isosurfaces with fewer triangles.
Proceedings of the 5th Pacific Conference on Computer Graphics and Applications, 1997

1996
Interactive Visualization for Rapid Noninvasive Cardiac Assessment.
Computer, 1996

The graphics demands of virtual medicine.
Comput. Graph., 1996

1995
Virtual Space Editing of Tagged MRI Heart Data.
Proceedings of the Computer Vision, 1995

1992
Illuminating the fourth dimension.
IEEE Computer Graphics and Applications, 1992

Four-Dimensional Views of 3-D Scalar Fields.
Proceedings of the 3rd IEEE Visualization Conference, 1992

1991
Visualizing the Fourth Dimension Using Geometry and Light.
Proceedings of the 2nd IEEE Visualization Conference, 1991

1990
Techniques for Visualizing Fermat's Last Theorem.
Proceedings of the 1st IEEE Visualization Conference, 1990


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