Dimitris N. Metaxas

Orcid: 0000-0002-6033-282X

Affiliations:
  • Rutgers University, Division of Computer and Information Sciences, Piscataway, NJ, USA


According to our database1, Dimitris N. Metaxas authored at least 662 papers between 1989 and 2024.

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Bibliography

2024
On the challenges and perspectives of foundation models for medical image analysis.
Medical Image Anal., January, 2024

AVDNet: Joint coronary artery and vein segmentation with topological consistency.
Medical Image Anal., January, 2024

Gloss Prior Guided Visual Feature Learning for Continuous Sign Language Recognition.
IEEE Trans. Image Process., 2024

DA-Tran: Multiphase liver tumor segmentation with a domain-adaptive transformer network.
Pattern Recognit., 2024

Classification of lung cancer subtypes on CT images with synthetic pathological priors.
Medical Image Anal., 2024

DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models.
CoRR, 2024

Visual Prompting in Multimodal Large Language Models: A Survey.
CoRR, 2024

Resolving Inconsistent Semantics in Multi-Dataset Image Segmentation.
CoRR, 2024

New Capability to Look Up an ASL Sign from a Video Example.
CoRR, 2024

APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking.
CoRR, 2024

BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models.
CoRR, 2024

SF-V: Single Forward Video Generation Model.
CoRR, 2024

SceneTextGen: Layout-Agnostic Scene Text Image Synthesis with Diffusion Models.
CoRR, 2024

Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Models.
CoRR, 2024

Implicit In-context Learning.
CoRR, 2024

StyleGAN-Fusion: Diffusion Guided Domain Adaptation of Image Generators.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

ProxEdit: Improving Tuning-Free Real Image Editing with Proximal Guidance.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Unsupervised Exemplar-Based Image-to-Image Translation and Cascaded Vision Transformers for Tagged and Untagged Cardiac Cine MRI Registration.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Second-Order Graph ODEs for Multi-Agent Trajectory Forecasting.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Improving Test-Time Adaptation For Histopathology Image Segmentation: Gradient-To-Parameter Ratio Guided Feature Alignment.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

How to Trace Latent Generative Model Generated Images without Artificial Watermark?
Proceedings of the Forty-first International Conference on Machine Learning, 2024

DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion Models.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Rethinking Deep Unrolled Model for Accelerated MRI Reconstruction.
Proceedings of the Computer Vision - ECCV 2024, 2024

Learning to Localize Actions in Instructional Videos with LLM-Based Multi-pathway Text-Video Alignment.
Proceedings of the Computer Vision - ECCV 2024, 2024

Taming Self-Training for Open-Vocabulary Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Generating Enhanced Negatives for Training Language-Based Object Detectors.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Layout-Agnostic Scene Text Image Synthesis with Diffusion Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

AVID: Any-Length Video Inpainting with Diffusion Model.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Score-Guided Diffusion for 3D Human Recovery.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Instantaneous Perception of Moving Objects in 3D.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation.
Medical Image Anal., October, 2023

SequenceMorph: A Unified Unsupervised Learning Framework for Motion Tracking on Cardiac Image Sequences.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.
IEEE J. Biomed. Health Informatics, July, 2023

Editorial for special issue on explainable and generalizable deep learning methods for medical image computing.
Medical Image Anal., 2023

Manifold-driven decomposition for adversarial robustness.
Frontiers Comput. Sci., 2023

The future of automated capture of social kinesic signals for psychiatric purposes.
Frontiers Comput. Sci., 2023

DiffSLVA: Harnessing Diffusion Models for Sign Language Video Anonymization.
CoRR, 2023

Improving Compositional Text-to-image Generation with Large Vision-Language Models.
CoRR, 2023

Deep Deformable Models: Learning 3D Shape Abstractions with Part Consistency.
CoRR, 2023

Improving Pseudo Labels for Open-Vocabulary Object Detection.
CoRR, 2023

How to Detect Unauthorized Data Usages in Text-to-image Diffusion Models.
CoRR, 2023

Improving Tuning-Free Real Image Editing with Proximal Guidance.
CoRR, 2023

Training Like a Medical Resident: Universal Medical Image Segmentation via Context Prior Learning.
CoRR, 2023

Constructive Assimilation: Boosting Contrastive Learning Performance through View Generation Strategies.
CoRR, 2023

Steering Prototype with Prompt-tuning for Rehearsal-free Continual Learning.
CoRR, 2023

More Than Just Attention: Improving Cross-Modal Attentions with Contrastive Constraints for Image-Text Matching.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023

Voxel2Hemodynamics: An End-to-End Deep Learning Method for Predicting Coronary Artery Hemodynamics.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, 2023

LEPARD: Learning Explicit Part Discovery for 3D Articulated Shape Reconstruction.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Pathology-and-Genomics Multimodal Transformer for Survival Outcome Prediction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

3D Tooth Mesh Segmentation with Simplified Mesh Cell Representation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Scale-Aware Multi-Instance Learning for Early Prognosis of Subjects at Risk of Developing Hepatocellular Carcinoma.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Dealing with Heterogeneous 3d Mr Knee Images: A Federated Few-Shot Learning Method with Dual Knowledge Distillation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

OmniLabel: A Challenging Benchmark for Language-Based Object Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SVDiff: Compact Parameter Space for Diffusion Fine-Tuning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance Imaging.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Domain-Adversarial Transformer Network for Multiphase Liver Tumor Segmentation.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Automatic Lung Cancer Subtypes Classification on CT Images with Self-generated Multi-modality Hybrid Features.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

A Critical Analysis of the Limitation of Deep Learning based 3D Dental Mesh Segmentation Methods in Segmenting Partial Scans.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

SINE: SINgle Image Editing with Text-to-Image Diffusion Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Learning Articulated Shape with Keypoint Pseudo-Labels from Web Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Automated Pulmonary Fibrosis Segmentation Using a 3D Multi-Scale Convolutional Encoder-Decoder Approach in Thoracic CT for the Rhesus Macaque with Radiation-Induced Lung Damage.
J. Signal Process. Syst., 2022

Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis From Lung CT Scans With Multi-Scale Guided Dense Attention.
IEEE Trans. Medical Imaging, 2022

In vitro machine learning-based CAR T immunological synapse quality measurements correlate with patient clinical outcomes.
PLoS Comput. Biol., 2022

Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency.
Medical Image Anal., 2022

SCPM-Net: An anchor-free 3D lung nodule detection network using sphere representation and center points matching.
Medical Image Anal., 2022

WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image.
Medical Image Anal., 2022

DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system.
Medical Image Anal., 2022

Diffusion Guided Domain Adaptation of Image Generators.
CoRR, 2022

Visual Prompt Tuning for Test-time Domain Adaptation.
CoRR, 2022

Automatic Tooth Segmentation from 3D Dental Model using Deep Learning: A Quantitative Analysis of what can be learnt from a Single 3D Dental Model.
CoRR, 2022

A Dynamic Data Driven Approach for Explainable Scene Understanding.
CoRR, 2022

A Manifold View of Adversarial Risk.
CoRR, 2022

TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers.
CoRR, 2022

Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images.
CoRR, 2022

A Multi-scale Transformer for Medical Image Segmentation: Architectures, Model Efficiency, and Benchmarks.
CoRR, 2022

Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications.
CoRR, 2022

Contrastive and Selective Hidden Embeddings for Medical Image Segmentation.
CoRR, 2022

ASL Video Corpora & Sign Bank: Resources Available through the American Sign Language Linguistic Research Project (ASLLRP).
CoRR, 2022

Enabling AI Innovation via Data and Model Sharing: An Overview of the Nsf Convergence Accelerator Track D.
AI Mag., 2022

AE-StyleGAN: Improved Training of Style-Based Auto-Encoders.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Learned Half-Quadratic Splitting Network for MR Image Reconstruction.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via a Structure-Specific Generative Method.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Bidirectional Skeleton-Based Isolated Sign Recognition using Graph Convolutional Networks.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Learning Transferable Reward for Query Object Localization with Policy Adaptation.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Modality Bank: Learn multi-modality images across data centers without sharing medical data.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Exploiting Unlabeled Data with Vision and Language Models for Object Detection.
Proceedings of the Computer Vision - ECCV 2022, 2022

Social ODE: Multi-agent Trajectory Forecasting with Neural Ordinary Differential Equations.
Proceedings of the Computer Vision - ECCV 2022, 2022

Towards Self-Supervised and Weight-preserving Neural Architecture Search.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Hierarchically Self-supervised Transformer for Human Skeleton Representation Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

Learning Interacting Dynamic Systems with Neural Ordinary Differential Equations.
Proceedings of the Dynamic Data Driven Applications Systems - 4th International Conference, 2022

Global Matching with Overlapping Attention for Optical Flow Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Understanding ASL Learners' Preferences for a Sign Language Recording and Automatic Feedback System to Support Self-Study.
Proceedings of the 24th International ACM SIGACCESS Conference on Computers and Accessibility, 2022

A Manifold View of Adversarial Risk.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images.
IEEE Trans. Medical Imaging, 2021

Few-Shot Learning by a Cascaded Framework With Shape-Constrained Pseudo Label Assessment for Whole Heart Segmentation.
IEEE Trans. Medical Imaging, 2021

Multi-Stage Feature Fusion Network for Video Super-Resolution.
IEEE Trans. Image Process., 2021

Greedy auto-augmentation for n-shot learning using deep neural networks.
Neural Networks, 2021

Surgical planning of pelvic tumor using multi-view CNN with relation-context representation learning.
Medical Image Anal., 2021

Dynamic MRI reconstruction with end-to-end motion-guided network.
Medical Image Anal., 2021

FocusNetv2: Imbalanced large and small organ segmentation with adversarial shape constraint for head and neck CT images.
Medical Image Anal., 2021

Guest editorial: Deep learning for medical image analysis.
Neurocomputing, 2021

Learned Half-Quadratic Splitting Network for Magnetic Resonance Image Reconstruction.
CoRR, 2021

Global and Local Interpretation of black-box Machine Learning models to determine prognostic factors from early COVID-19 data.
CoRR, 2021

Mixed Supervision Learning for Whole Slide Image Classification.
CoRR, 2021

More Than Just Attention: Learning Cross-Modal Attentions with Contrastive Constraints.
CoRR, 2021

Training Federated GANs with Theoretical Guarantees: A Universal Aggregation Approach.
CoRR, 2021

SelfNorm and CrossNorm for Out-of-Distribution Robustness.
CoRR, 2021

Training of computational algorithms to predict NAFLD activity score and fibrosis stage from liver histopathology slides.
Comput. Methods Programs Biomed., 2021

Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Refined Deep Layer Aggregation for Multi-Disease, Multi-View & Multi-Center Cardiac MR Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

An Unsupervised 3D Recurrent Neural Network for Slice Misalignment Correction in Cardiac MR Imaging.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

Improved Transformer for High-Resolution GANs.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Hybrid Supervision Learning for Pathology Whole Slide Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Liver Fibrosis And NAS Scoring From CT Images Using Self-Supervised Learning And Texture Encoding.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial Training.
Proceedings of the Information Processing in Medical Imaging, 2021

A Good Image Generator Is What You Need for High-Resolution Video Synthesis.
Proceedings of the 9th International Conference on Learning Representations, 2021

Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images with Artificial Neural Networks.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Dual Projection Generative Adversarial Networks for Conditional Image Generation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

CrossNorm and SelfNorm for Generalization under Distribution Shifts.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Deep Animation Video Interpolation in the Wild.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

American Sign Language Video Anonymization to Support Online Participation of Deaf and Hard of Hearing Users.
Proceedings of the ASSETS '21: The 23rd International ACM SIGACCESS Conference on Computers and Accessibility, 2021

2020
Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images.
IEEE Trans. Medical Imaging, 2020

Guest Editorial Special Issue on Adversarial Learning in Computational Intelligence.
IEEE Trans. Emerg. Top. Comput. Intell., 2020

Greedy AutoAugment.
Pattern Recognit. Lett., 2020

Towards Efficient U-Nets: A Coupled and Quantized Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Dual Iterative Hard Thresholding.
J. Mach. Learn. Res., 2020

Towards Image-to-Video Translation: A Structure-Aware Approach via Multi-stage Generative Adversarial Networks.
Int. J. Comput. Vis., 2020

GNM: GridCell navigational model.
Expert Syst. Appl., 2020

Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information.
CoRR, 2020

Learning Trailer Moments in Full-Length Movies.
CoRR, 2020

Unbiased Auxiliary Classifier GANs with MINE.
CoRR, 2020

A Topological Filter for Learning with Label Noise.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Deep Subspace Clustering with Data Augmentation.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

Segmentation to Label: Automatic Coronary Artery Labeling from Mask Parcellation.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Enhanced MRI Reconstruction Network Using Neural Architecture Search.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

Condensed Silhouette: An Optimized Filtering Process for Cluster Selection in K-Means.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation.
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

Vertebra-Focused Landmark Detection for Scoliosis Assessment.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Mri-Based Characterization of Left Ventricle Dyssynchrony with Correlation to Crt Outcomes.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Nuclei Segmentation Using Mixed Points and Masks Selected From Uncertainty.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Soft-Label Guided Semi-Supervised Learning for Bi-Ventricle Segmentation in Cardiac Cine MRI.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Error-Bounded Correction of Noisy Labels.
Proceedings of the 37th International Conference on Machine Learning, 2020

Cardiac MR Image Sequence Segmentation with Temporal Motion Encoding.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Learning Trailer Moments in Full-Length Movies with Co-Contrastive Attention.
Proceedings of the Computer Vision - ECCV 2020, 2020

Learn Distributed GAN with Temporary Discriminators.
Proceedings of the Computer Vision - ECCV 2020, 2020

OnlineAugment: Online Data Augmentation with Less Domain Knowledge.
Proceedings of the Computer Vision - ECCV 2020, 2020

Active Scene Classification via Dynamically Learning Prototypical Views.
Proceedings of the Dynamic Data Driven Applications Systems, 2020

MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Knowledge As Priors: Cross-Modal Knowledge Generalization for Datasets Without Superior Knowledge.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

Local Regularizer Improves Generalization.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Object-Guided Instance Segmentation for Biological Images.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Predicting 3-D Lower Back Joint Load in Lifting: A Deep Pose Estimation Approach.
IEEE Trans. Hum. Mach. Syst., 2019

StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Attentive neural cell instance segmentation.
Medical Image Anal., 2019

A coupled encoder-decoder network for joint face detection and landmark localization.
Image Vis. Comput., 2019

ASSD: Attentive single shot multibox detector.
Comput. Vis. Image Underst., 2019

2nd Place Solution to the GQA Challenge 2019.
CoRR, 2019

Cartoonish sketch-based face editing in videos using identity deformation transfer.
Comput. Graph., 2019

Rethinking Kernel Methods for Node Representation Learning on Graphs.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Weakly Supervised Deep Nuclei Segmentation using Points Annotation in Histopathology Images.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Dynamic MRI Reconstruction with Motion-Guided Network.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Multi-scale Cell Instance Segmentation with Keypoint Graph Based Bounding Boxes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Improving Nuclei/Gland Instance Segmentation in Histopathology Images by Full Resolution Neural Network and Spatial Constrained Loss.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Brain Segmentation from k-Space with End-to-End Recurrent Attention Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Effective 3D humerus and scapula extraction using low-contrast and high-shape-variability MR data.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

Context-Refined Neural Cell Instance Segmentation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Deep Attentive Feature Learning for Histopathology Image Classification.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Joint Segmentation and Fine-Grained Classification of Nuclei in Histopathology Images.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Fully Automatic Segmentation Of Short-Axis Cardiac MRI Using Modified Deep Layer Aggregation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

MRI Reconstruction Via Cascaded Channel-Wise Attention Network.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Exploiting Visual and Report-Based Information for Chest X-RAY Analysis by Jointly Learning Visual Classifiers and Topic Models.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Heuristic Search for Homology Localization Problem and Its Application in Cardiac Trabeculae Reconstruction.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Taming the Noisy Gradient: Train Deep Neural Networks with Small Batch Sizes.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Self-Attention Generative Adversarial Networks.
Proceedings of the 36th International Conference on Machine Learning, 2019

Sharpen Focus: Learning With Attention Separability and Consistency.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

AdaTransform: Adaptive Data Transformation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

FR-Net: Joint Reconstruction and Segmentation in Compressed Sensing Cardiac MRI.
Proceedings of the Functional Imaging and Modeling of the Heart, 2019

Online Neural Cell Tracking Using Blob-Seed Segmentation and Optical Flow.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Unsupervised Domain Adaptation via Calibrating Uncertainties.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Semantic Graph Convolutional Networks for 3D Human Pose Regression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Attention-based Facial Behavior Analytics inSocial Communication.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Distributed Inexact Newton-type Pursuit for Non-convex Sparse Learning.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Point Cloud Processing via Recurrent Set Encoding.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
eCurves: A Temporal Shape Encoding.
IEEE Trans. Biomed. Eng., 2018

Toward Personalized Modeling: Incremental and Ensemble Alignment for Sequential Faces in the Wild.
Int. J. Comput. Vis., 2018

RED-Net: A Recurrent Encoder-Decoder Network for Video-Based Face Alignment.
Int. J. Comput. Vis., 2018

Scenarios: A New Representation for Complex Scene Understanding.
CoRR, 2018

3D LV Probabilistic Segmentation in Cardiac MRI Using Generative Adversarial Network.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

Linguistically-driven Framework for Computationally Efficient and Scalable Sign Recognition.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Pixel-wise neural cell instance segmentation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Multi-component deformable models coupled with 2D-3D U-Net for automated probabilistic segmentation of cardiac walls and blood.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Deep multi-task and task-specific feature learning network for robust shape preserved organ segmentation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

CR-GAN: Learning Complete Representations for Multi-view Generation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Improving GANs Using Optimal Transport.
Proceedings of the 6th International Conference on Learning Representations, 2018

Toward Marker-Free 3D Pose Estimation in Lifting: A Deep Multi-View Solution.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Learning to Forecast and Refine Residual Motion for Image-to-Video Generation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Instance Segmentation of Neural Cells.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Quantized Densely Connected U-Nets for Efficient Landmark Localization.
Proceedings of the Computer Vision - ECCV 2018, 2018

Show Me a Story: Towards Coherent Neural Story Illustration.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

CU-Net: Coupled U-Nets.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Parallel Sparse Subspace Clustering via Joint Sample and Parameter Blockwise Partition.
ACM Trans. Embed. Comput. Syst., 2017

Scalable Mammogram Retrieval Using Composite Anchor Graph Hashing With Iterative Quantization.
IEEE Trans. Circuits Syst. Video Technol., 2017

Towards large-scale MR thigh image analysis via an integrated quantification framework.
Neurocomputing, 2017

A computationally efficient 3D/2D registration method based on image gradient direction probability density function.
Neurocomputing, 2017

Interactive Reinforcement Learning for Object Grounding via Self-Talking.
CoRR, 2017

Sketch-based Face Editing in Video Using Identity Deformation Transfer.
CoRR, 2017

Reconstruction for Feature Disentanglement in Pose-invariant Face Recognition.
CoRR, 2017

3D/2D image registration method for joint motion analysis using low-quality images from mini C-arm machines.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Automatic Liver Segmentation Using an Adversarial Image-to-Image Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization.
Proceedings of the Information Processing in Medical Imaging, 2017

Optimal Topological Cycles and Their Application in Cardiac Trabeculae Restoration.
Proceedings of the Information Processing in Medical Imaging, 2017

Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization to Non-smooth Concave Maximization.
Proceedings of the 34th International Conference on Machine Learning, 2017

Reconstruction-Based Disentanglement for Pose-Invariant Face Recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2017

3D Motion Modeling and Reconstruction of Left Ventricle Wall in Cardiac MRI.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017

A Coupled Encoder-Decoder Network for Joint Face Detection and Landmark Localization.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Learning Deep Features for Hierarchical Classification of Mobile Phone Face Datasets in Heterogeneous Environments.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Semantic Amodal Segmentation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Fast Neural Cell Detection Using Light-Weight SSD Neural Network.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Cardiac Trabeculae Segmentation: an Application of Computational Topology (Multimedia Contribution).
Proceedings of the 33rd International Symposium on Computational Geometry, 2017

Addressing Imbalance in Multi-Label Classification Using Structured Hellinger Forests.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Multi-Instance Multi-Stage Deep Learning for Medical Image Recognition.
Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017

Social Signals of Deception and Dishonesty.
Proceedings of the Social Signal Processing, 2017

2016
Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition.
IEEE Trans. Medical Imaging, 2016

Face Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Model.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Large-Scale medical image analytics: Recent methodologies, applications and Future directions.
Medical Image Anal., 2016

An efficient conditional random field approach for automatic and interactive neuron segmentation.
Medical Image Anal., 2016

Scalable histopathological image analysis via supervised hashing with multiple features.
Medical Image Anal., 2016

A detection-driven and sparsity-constrained deformable model for fascia lata labeling and thigh inter-muscular adipose quantification.
Comput. Vis. Image Underst., 2016

Video Classification via Weakly Supervised Sequence Modeling.
Comput. Vis. Image Underst., 2016

StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks.
CoRR, 2016

Visual Tracking via Reliable Memories.
CoRR, 2016

Customized expression recognition for performance-driven cutout character animation.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

People detection in crowded scenes by context-driven label propagation.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Fast generation of digitally reconstructed radiograph through an efficient preprocessing of ray attenuation values.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Multimodal Deep Learning for Cervical Dysplasia Diagnosis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Mammographic Mass Segmentation with Online Learned Shape and Appearance Priors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Detection of Major ASL Sign Types in Continuous Signing For ASL Recognition.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Nonlinear Hierarchical Part-Based Regression for Unconstrained Face Alignment.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Visual Tracking with Reliable Memories.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Efficient k-Support-Norm Regularized Minimization via Fully Corrective Frank-Wolfe Method.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Recurrent Encoder-Decoder Network for Sequential Face Alignment.
Proceedings of the Computer Vision - ECCV 2016, 2016

SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Sequential Face Alignment via Person-Specific Modeling in the Wild.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Track Facial Points in Unconstrained Videos.
Proceedings of the British Machine Vision Conference 2016, 2016

Multispectral Deep Neural Networks for Pedestrian Detection.
Proceedings of the British Machine Vision Conference 2016, 2016

Decentralized Robust Subspace Clustering.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Investigating the Discriminative Power of Keystroke Sound.
IEEE Trans. Inf. Forensics Secur., 2015

Learning Multiscale Active Facial Patches for Expression Analysis.
IEEE Trans. Cybern., 2015

Is Interactional Dissynchrony a Clue to Deception? Insights From Automated Analysis of Nonverbal Visual Cues.
IEEE Trans. Cybern., 2015

Computer-Aided Diagnosis of Mammographic Masses Using Scalable Image Retrieval.
IEEE Trans. Biomed. Eng., 2015

Query Specific Rank Fusion for Image Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

A homotopy-based sparse representation for fast and accurate shape prior modeling in liver surgical planning.
Medical Image Anal., 2015

Automatic stereoscopic video generation based on virtual view synthesis.
Neurocomputing, 2015

Multi-Pose and Occluded Facial Landmark Localization Via Sparse Shape Representation.
Int. J. Artif. Intell. Tools, 2015

From circle to 3-sphere: Head pose estimation by instance parameterization.
Comput. Vis. Image Underst., 2015

Atlas-based liver segmentation and hepatic fat-fraction assessment for clinical trials.
Comput. Medical Imaging Graph., 2015

Sparsity techniques in medical imaging.
Comput. Medical Imaging Graph., 2015

Multi-layer stencil creation from images.
Comput. Graph., 2015

3D/2D image registration using weighted histogram of gradient directions.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Calibrationless Parallel Dynamic MRI with Joint Temporal Sparsity.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015

Laplacian Shape Editing with Local Patch Based Force Field for Interactive Segmentation.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2015

Overview of the 2015 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2015).
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015

Joint Kernel-Based Supervised Hashing for Scalable Histopathological Image Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Automated anatomical landmark detection ondistal femur surface using convolutional neural network.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Accurate thigh inter-muscular adipose quantification using a data-driven and sparsity-constrained deformable model.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Ventricular blood flow analysis using topological methods.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Leveraging coupled multi-index for scalable retrieval of mammographic masses.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Bodypart Recognition Using Multi-stage Deep Learning.
Proceedings of the Information Processing in Medical Imaging, 2015

PIEFA: Personalized Incremental and Ensemble Face Alignment.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Three-dimensional head pose estimation in-the-wild.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014
On Continuous User Authentication via Typing Behavior.
IEEE Trans. Image Process., 2014

CeleST: Computer Vision Software for Quantitative Analysis of <i>C. elegans</i> Swim Behavior Reveals Novel Features of Locomotion.
PLoS Comput. Biol., 2014

Deformable models with sparsity constraints for cardiac motion analysis.
Medical Image Anal., 2014

Preface.
Medical Image Anal., 2014

Non-manual grammatical marker recognition based on multi-scale, spatio-temporal analysis of head pose and facial expressions.
Image Vis. Comput., 2014

Mode Estimation for High Dimensional Discrete Tree Graphical Models.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Optree: A Learning-Based Adaptive Watershed Algorithm for Neuron Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Overview of the 2014 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2014).
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014

Detection of Mammographic Masses by Content-Based Image Retrieval.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

Scalable Histopathological Image Analysis via Active Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

3D Face Tracking and Multi-Scale, Spatio-temporal Analysis of Linguistically Significant Facial Expressions and Head Positions in ASL.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

A New Framework for Sign Language Recognition based on 3D Handshape Identification and Linguistic Modeling.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Robust shape prior modeling based on Gaussian-Bernoulli restricted Boltzmann Machine.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Auto-encoding of discriminating morphometry from cardiac MRI.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Scalable mammogram retrieval using Anchor Graph Hashing.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Patient-specific aortic valve blood flow simulations.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Computer-aided diagnosis of mammographic masses using vocabulary tree-based image retrieval.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Saliency-based rotation invariant descriptor for wrist detection in whole body CT images.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Morphological analysis of the papillary muscles and the trabeculae.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Efficient deformable model with sparse shape composition prior on compromised right lung segmentation in CT.
Proceedings of the 2nd International Conference on Systems and Informatics, 2014

Automatic Liver Segmentation and Hepatic Fat Fraction Assessment in MRI.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

An Automated and Robust Framework for Quantification of Muscle and Fat in the Thigh.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Head Pose Estimation by Instance Parameterization.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Robust Multi-pose Facial Expression Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Consensus of Regression for Occlusion-Robust Facial Feature Localization.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
A review of motion analysis methods for human Nonverbal Communication Computing.
Image Vis. Comput., 2013

Recognizing expressions from face and body gesture by temporal normalized motion and appearance features.
Image Vis. Comput., 2013

3D anatomical shape atlas construction using mesh quality preserved deformable models.
Comput. Vis. Image Underst., 2013

Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an Adaptive Statistical Atlas and Multi-atlas.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013

Collaborative Multi Organ Segmentation by Integrating Deformable and Graphical Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Localization of Multi-pose and Occluded Facial Features via Sparse Shape Representation.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Papillary muscles analysis from high resolution CT using spatial-temporal skeleton extraction.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Mouse LV 3D motion and strain analysis using tagged MRI.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Accurate segmentation of brain images into 34 structures combining a non-stationary adaptive statistical atlas and a multi-atlas with applications to Alzheimer'S disease.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Practical patient-specific cardiac blood flow simulations using SPH.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

High resolution cardiac shape registration using Ricci flow.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Sparse Deformable Models with Application to Cardiac Motion Analysis.
Proceedings of the Information Processing in Medical Imaging, 2013

Segmenting the Papillary Muscles and the Trabeculae from High Resolution Cardiac CT through Restoration of Topological Handles.
Proceedings of the Information Processing in Medical Imaging, 2013

Adaptive low rank and sparse decomposition of video using compressive sensing.
Proceedings of the IEEE International Conference on Image Processing, 2013

Pose-Free Facial Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Shape Model.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Biometric authentication via keystroke sound.
Proceedings of the International Conference on Biometrics, 2013

Automated analysis of interactional synchrony using robust facial tracking and expression recognition.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Explicit occlusion detection based deformable fitting for facial landmark localization.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Recognizing eyebrow and periodic head gestures using CRFs for non-manual grammatical marker detection in ASL.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Handling Noise in Single Image Deblurring Using Directional Filters.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Large Scale Medical Image Search via Unsupervised PCA Hashing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Computing the M Most Probable Modes of a Graphical Model.
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

2012
Automatic Image Annotation and Retrieval Using Group Sparsity.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Deformable segmentation via sparse representation and dictionary learning.
Medical Image Anal., 2012

Towards robust and effective shape modeling: Sparse shape composition.
Medical Image Anal., 2012

Temporal Spectral Residual for fast salient motion detection.
Neurocomputing, 2012

Shape Prior Modeling Using Sparse Representation and Online Dictionary Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Simplified Labeling Process for Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Temporal Shape Analysis via the Spectral Signature.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Recognition of Nonmanual Markers in American Sign Language (ASL) Using Non-Parametric Adaptive 2D-3D Face Tracking.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Towards Automatic Stereoscopic Video Synthesis from a Casual Monocular Video.
Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012

Left endocardium tracking via collaborative trackers and shape prior.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Efficient sparse shape composition with its applications in biomedical image analysis: An overview.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Segmentation of myocardium using deformable regions and graph cuts.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Left endocardium segmentation using spatio-temporal Metamorphs.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Activity recognition based on semantic spatial relation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Robust eyelid tracking for fatigue detection.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Robust face tracking with a consumer depth camera.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Face morphing using 3D-aware appearance optimization.
Proceedings of the Graphics Interface 2012 Conference, 2012

3D cardiac motion reconstruction from CT data and tagged MRI.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Query Specific Fusion for Image Retrieval.
Proceedings of the Computer Vision - ECCV 2012, 2012

Background Subtraction Using Low Rank and Group Sparsity Constraints.
Proceedings of the Computer Vision - ECCV 2012, 2012

Learning active facial patches for expression analysis.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Facial expression editing in video using a temporally-smooth factorization.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
A Component-Based Framework for Generalized Face Alignment.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Expression flow for 3D-aware face component transfer.
ACM Trans. Graph., 2011

Identifying Regional Cardiac Abnormalities From Myocardial Strains Using Nontracking-Based Strain Estimation and Spatio-Temporal Tensor Analysis.
IEEE Trans. Medical Imaging, 2011

A Level Set Method for Image Segmentation in the Presence of Intensity Inhomogeneities With Application to MRI.
IEEE Trans. Image Process., 2011

Hypergraph with sampling for image retrieval.
Pattern Recognit., 2011

Unsupervised Image Categorization by Hypergraph Partition.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Efficient MR image reconstruction for compressed MR imaging.
Medical Image Anal., 2011

Learning with Structured Sparsity.
J. Mach. Learn. Res., 2011

Dynamic soft encoded patterns for facial event analysis.
Comput. Vis. Image Underst., 2011

Composite splitting algorithms for convex optimization.
Comput. Vis. Image Underst., 2011

Robust mesh editing using Laplacian coordinates.
Graph. Model., 2011

Content quality based image retrieval with multiple instance boost ranking.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Deformable Segmentation via Sparse Shape Representation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

3D Segmentation of Rodent Brain Structures Using Hierarchical Shape Priors and Deformable Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Using High Resolution Cardiac CT Data to Model and Visualize Patient-Specific Interactions between Trabeculae and Blood Flow.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

3D segmentation of rodent brain structures using Active Volume Model with shape priors.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Group sparsity based classification for cervigram segmentation.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Tracking C. elegans swimming for high-throughput phenotyping.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Patient-specific modeling and visualization of blood flow through the heart.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Entangled Decision Forests and Their Application for Semantic Segmentation of CT Images.
Proceedings of the Information Processing in Medical Imaging, 2011

A Belief Propagation algorithm for bias field estimation and image segmentation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Construction of Left Ventricle 3D Shape Atlas from Cardiac MRI.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

4D Cardiac Reconstruction Using High Resolution CT Images.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

Eye localization through multiscale sparse dictionaries.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Sparse shape registration for occluded facial feature localization.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Segment and recognize expression phase by fusion of motion area and neutral divergence features.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Sparse shape composition: A new framework for shape prior modeling.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Abnormal detection using interaction energy potentials.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

A Framework for the Recognition of Nonmanual Markers in Segmented Sequences of American Sign Language.
Proceedings of the British Machine Vision Conference, 2011

2010
Automated 3D Motion Tracking Using Gabor Filter Bank, Robust Point Matching, and Deformable Models.
IEEE Trans. Medical Imaging, 2010

Lennard-Jones force field for geometric active contour.
Signal Process., 2010

Cervigram image segmentation based on reconstructive sparse representations.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

A comparison of tracking methods for swimming C. Elegans.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Lesion-Specific Coronary Artery Calcium Quantification for Predicting Cardiac Event with Multiple Instance Support Vector Machines.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Discriminative sparse representations for cervigram image segmentation.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Ranking Model for Facial Age Estimation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Skeleton Based As-Rigid-As-Possible Volume Modeling.
Proceedings of the 31st Annual Conference of the European Association for Computer Graphics, 2010

Motion Profiles for Deception Detection Using Visual Cues.
Proceedings of the Computer Vision - ECCV 2010, 2010

Invited Talk: Coupling Deformable Models and Learning Methods for Nonverbal Behavior Analysis: Applications to Deception, Multi-cultural Studies and ASL.
Proceedings of the Trends and Topics in Computer Vision, 2010

Fast Optimization for Mixture Prior Models.
Proceedings of the Computer Vision, 2010

Automatic image annotation using group sparsity.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Exploring facial expressions with compositional features.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Image retrieval via probabilistic hypergraph ranking.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Detecting Concealment of Intent in Transportation Screening: A Proof of Concept.
IEEE Trans. Intell. Transp. Syst., 2009

CoCRF Deformable Model: A Geometric Model Driven by Collaborative Conditional Random Fields.
IEEE Trans. Image Process., 2009

Boosting encoded dynamic features for facial expression recognition.
Pattern Recognit. Lett., 2009

Guest Editors' Introduction to the Special Section on Probabilistic Graphical Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Editorial.
Medical Image Anal., 2009

Simulation of two-phase flow with sub-scale droplet and bubble effects.
Comput. Graph. Forum, 2009

Medical modeling special issue: An introduction.
Comput. Aided Des., 2009

Temporal spectral residual: fast motion saliency detection.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

3D Meshless Prostate Segmentation and Registration in Image Guided Radiotherapy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Segmentation of Rodent Brains from MRI Based on a Novel Statistical Structure Prediction Method.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

LV Surface Reconstruction from Sparse TMRI Using Laplacian Surface Deformation and Optimization.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

RankBoost with l1 regularization for facial expression recognition and intensity estimation.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Learning with dynamic group sparsity.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Atrioventricular Blood Flow Simulation Based on Patient-Specific Data.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

3D segmentation of rodent brains using deformable models and variational methods.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

D - Clutter: Building object model library from unsupervised segmentation of cluttered scenes.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Video object segmentation by hypergraph cut.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Spatial and temporal pyramids for grammatical expression recognition of American sign language.
Proceedings of the 11th International ACM SIGACCESS Conference on Computers and Accessibility, 2009

2008
A Novel Computational Approach for Simultaneous Tracking and Feature Extraction of <i>C. elegans</i> Populations in Fluid Environments.
IEEE Trans. Biomed. Eng., 2008

Metamorphs: Deformable Shape and Appearance Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Interaction of two-phase flow with animated models.
Graph. Model., 2008

LV Motion and Strain Computation from tMRI Based on Meshless Deformable Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Active Volume Models with Probabilistic Object Boundary Prediction Module.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Tracking the Swimming Motions of C. elegansWorms with Applications in Aging Studies.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Identifying Regional Cardiac Abnormalities from Myocardial Strains Using Spatio-temporal Tensor Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

A Variational Level Set Approach to Segmentation and Bias Correction of Images with Intensity Inhomogeneity.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Tag Separation in Cardiac Tagged MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Fast Motion Tracking of Tagged MRI Using Angle-Preserving Meshless Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

A novel learning based segmentation method for rodent brain structures using MRI.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Non-tracking-based 2D strain estimation in tagged MRI.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

3D cardiac motion tracking using Robust Point Matching and meshless deformable models.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Unifying Subspace and Distance Metric Learning with Bhattacharyya Coefficient for Image Classification.
Proceedings of the Emerging Trends in Visual Computing, 2008

Similarity Features for Facial Event Analysis.
Proceedings of the Computer Vision, 2008

Facial expression recognition using encoded dynamic features.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Meshless deformable models for LV motion analysis.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Simultaneous image transformation and sparse representation recovery.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Fast algorithms for large scale conditional 3D prediction.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
A Graphical Model Framework for Image Segmentation.
Proceedings of the Applied Graph Theory in Computer Vision and Pattern Recognition, 2007

A combustion-based technique for fire animation and visualization.
Vis. Comput., 2007

BM<sup>3</sup>E : Discriminative Density Propagation for Visual Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Human gait recognition at sagittal plane.
Image Vis. Comput., 2007

Outlier rejection in high-dimensional deformable models.
Image Vis. Comput., 2007

Guest Editorial: Medical Imaging Informatics - an Information Processing from Image Formation to Visualization.
Int. J. Image Graph., 2007

Textured Liquids based on the Marker Level Set.
Comput. Graph. Forum, 2007

Nonlinear Dynamic Shape and Appearance Models for Facial Motion Tracking.
Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007

Facial Features Tracking for Gross Head Movement analysis and Expression Recognition.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

Ultrasound Myocardial Elastography and Registered 3D Tagged MRI: Quantitative Strain Comparison.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Adaptive Metamorphs Model for 3D Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Registration of Lung Tissue Between Fluoroscope and CT Images: Determination of Beam Gating Parameters in Radiotherapy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Vascular Structure Segmentation and Bifurcation Detection.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Cell Segmentation and Tracking Using Texture-adaptive Snakes.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Learning Methods in Segmentation of Cardiac Tagged MRI.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

A Novel Tag Removal Technique for Tagged Cardiac Mri and Its Applications.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Validation of Myocardial Elastography Using MR Tagging in Normal and Abnormal Human Hearts in Vivo.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Shape Analysis Using Curvature-Based Descriptors and Profile Hidden Markov Models.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Dynamic Texture Based Heart Localization and Segmentation in 4-D Cardiac Images.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Facial Expression Recognition using Encoded Dynamic Features.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Large Scale Learning of Active Shape Models.
Proceedings of the International Conference on Image Processing, 2007

The Best of Both Worlds: Combining 3D Deformable Models with Active Shape Models.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Coupling CRFs and Deformable Models for 3D Medical Image Segmentation.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Using the P<sup>n</sup> Potts model with learning methods to segment live cell images.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Spectral Latent Variable Models for Perceptual Inference.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Embedded Profile Hidden Markov Models for Shape Analysis.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

A Component Based Deformable Model for Generalized Face Alignment.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Optimization and Learning for Registration of Moving Dynamic Textures.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Dynamic Tracking of Facial Expressions Using Adaptive, Overlapping Subspaces.
Proceedings of the Computational Science, 2007

Reconstruction of Detailed Left Ventricle Motion from tMRI Using Deformable Models.
Proceedings of the Functional Imaging and Modeling of the Heart, 2007

Boosting Coded Dynamic Features for Facial Action Units and Facial Expression Recognition.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

CRF-driven Implicit Deformable Model.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Semi-supervised Hierarchical Models for 3D Human Pose Reconstruction.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

A Unified Framework of Subspace and Distance Metric Learning for Face Recognition.
Proceedings of the Analysis and Modeling of Faces and Gestures, 2007

Face Mis-alignment Analysis by Multiple-Instance Subspace.
Proceedings of the Computer Vision, 2007

2006
A collision resolution algorithm for clump-free fast moving cloth.
Vis. Comput., 2006

Shape Registration in Implicit Spaces Using Information Theory and Free Form Deformations.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Learning-based dynamic coupling of discrete and continuous trackers.
Comput. Vis. Image Underst., 2006

Conditional models for contextual human motion recognition.
Comput. Vis. Image Underst., 2006

Physics based boiling simulation.
Proceedings of the 2006 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, 2006

False-positive elimination for computer-aided detection of pulmonary micronodules.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Automatic Detection and Segmentation of Ground Glass Opacity Nodules.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Boosting and Nonparametric Based Tracking of Tagged MRI Cardiac Boundaries.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Vessel boundary extraction using ridge scan-conversion deformable model.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

A tightly coupled region-shape framework for 3D medical image segmentation.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

3D tumor shape reconstruction from 2D bioluminescence images.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Tracking Facial Features Using Mixture of Point Distribution Models.
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006

Learning Ambiguities Using Bayesian Mixture of Experts.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

Recognizing Facial Expressions by Tracking Feature Shapes.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Synthesis and Control of High Resolution Facial Expressions for Visual Interactions.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

A Profile Hidden Markov Model Framework for Modeling and Analysis of Shape.
Proceedings of the International Conference on Image Processing, 2006

Dynamically Adaptive Tracking of Gestures and Facial Expressions.
Proceedings of the Computational Science, 2006

Hybrid Deformable Models for Medical Segmentation and Registration.
Proceedings of the Ninth International Conference on Control, 2006

An Automatic Method for Ground Glass Opacity Nodule Detection and Segmentation from CT Studies.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Extraction and Tracking of MRI Tagging Sheets Using a 3D Gabor Filter Bank.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

A Segmentation and Tracking System for 4D Cardiac Tagged MR Images.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Patch-Based Texture Edges and Segmentation.
Proceedings of the Computer Vision, 2006

Combining Discrete and Continuous 3D Trackers.
Proceedings of the Human Motion, Understanding, Modelling, Capture, and Animation [Dagstuhl Seminar, 11.06., 2006

06241 Abstracts Collection - Human Motion - Understanding, Modeling, Capture and Animation. 13th Workshop.
Proceedings of the Human Motion - Understanding, Modeling, Capture and Animation. 13th Workshop, 11.06., 2006

Learning Joint Top-Down and Bottom-up Processes for 3D Visual Inference.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Emblem Detections by Tracking Facial Features.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Active Contours with Level-Set for Extracting Feature Curves from Triangular Meshes.
Proceedings of the Advances in Computer Graphics, 2006

RO-SVM: Support Vector Machine with Reject Option for Image Categorization.
Proceedings of the British Machine Vision Conference 2006, 2006

Learning Multi-category Classification in Bayesian Framework.
Proceedings of the Computer Vision, 2006

On the Representation of Shapes Using Implicit Functions.
Proceedings of the Statistics and Analysis of Shapes, 2006

Integrating Shape and Texture in DeformabIe Models: from Hybrid Methods to Metamorphs.
Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006

2005
Automated detection of prostatic adenocarcinoma from high-resolution ex vivo MRI.
IEEE Trans. Medical Imaging, 2005

Incremental Model-Based Estimation Using Geometric Constraints.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Open science - combining open data and open source software: Medical image analysis with the Insight Toolkit.
Medical Image Anal., 2005

A hybrid framework for 3D medical image segmentation.
Medical Image Anal., 2005

Deception Detection through Automatic, Unobtrusive Analysis of Nonverbal Behavior.
IEEE Intell. Syst., 2005

Volumetric heart modeling and analysis.
Commun. ACM, 2005

Introduction.
Commun. ACM, 2005

Computational modeling and simulation of heart ventricular mechanics with tagged MRI.
Proceedings of the Tenth ACM Symposium on Solid and Physical Modeling 2005, 2005

Conditional Visual Tracking in Kernel Space.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Efficient Learning by Combining Confidence-Rated Classifiers to Incorporate Unlabeled Medical Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

HMM-Based Deception Recognition from Visual Cues.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Conditional Random Fields for Contextual Human Motion Recognition.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Dynamic Data Driven Coupling of Continuous and Discrete Methods for 3D Tracking.
Proceedings of the Computational Science, 2005

Blob Analysis of the Head and Hands: A Method for Deception Detection.
Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005

An Approach for Intent Identification by Building on Deception Detection.
Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005

Computational Modeling and Simulation of Heart Ventricular Mechanics from Tagged MRI.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005

Deformable-Model Based Textured Object Segmentation.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005

Discriminative Density Propagation for 3D Human Motion Estimation.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

A Learning Framework for the Automatic and Accurate Segmentation of Cardiac Tagged MRI Images.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

A Hybrid Framework for Image Segmentation Using Probabilistic Integration of Heterogeneous Constraints.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

A New Combinatorial Approach to Supervised Learning: Application to Gait Recognition.
Proceedings of the Analysis and Modelling of Faces and Gestures, 2005

2004
High Resolution Acquisition, Learning and Transfer of Dynamic 3D Facial Expressions.
Comput. Graph. Forum, 2004

Animation and control of breaking waves.
Proceedings of the 2004 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, 2004

Learning Coupled Prior Shape and Appearance Models for Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

3D Cardiac Anatomy Reconstruction Using High Resolution CT Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Pulmonary Micronodule Detection from 3D Chest CT.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

A Hybrid 3D Segmentation Framework.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Distinguishing Mislabeled Data from Correctly Labeled Data in Classifier Design.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

A Hybrid Face Recognition Method using Markov Random Fields.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Image-Based Stress Recognition Using a Model-Based Dynamic Face Tracking System.
Proceedings of the Computational Science, 2004

Human Gait Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

A Hierarchical Framework For High Resolution Facial Expression Tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Hybrid Image Registration based on Configural Matching of Scale-Invariant Salient Region Features.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

A Graphical Model Framework for Coupling MRFs and Deformable Models.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

MetaMorphs: Deformable Shape and Texture Models.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Outlier Rejection in Deformable Model Tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

3D Facial Tracking from Corrupted Movie Sequences.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Combining Low, High-Level and Empirical Domain Specific Knowledge for Automated Segmentation of Ultrasonic Breast Lesions.
IEEE Trans. Medical Imaging, 2003

Incorporating Illumination Constraints in Deformable Models for Shape from Shading and Light Direction Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Statistical Cue Integration in DAG Deformable Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

In vivo strain and stress estimation of the heart left and right ventricles from MRI images.
Medical Image Anal., 2003

Feel the "fabric": an audio-haptic interface.
Proceedings of the 2003 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, 2003

Interaction between noise suppression and inhomogeneity correction in MRI.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Hybrid segmentation framework for 3D medical image analysis.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

A Finite Element Model for Functional Analysis of 4D Cardiac-Tagged MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Automated Model-Based Segmentation of the Left and Right Ventricles in Tagged Cardiac MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

A Novel Stochastic Combination of 3D Texture Features for Automated Segmentation of Prostatic Adenocarcinoma from High Resolution MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Establishing Local Correspondences towards Compact Representations of Anatomical Structures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Gibbs Prior Models, Marching Cubes, and Deformable Models: A Hybrid Framework for 3D Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Scan-Conversion Algorithm for Ridge Point Detection on Tubular Objects.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Left Ventricle Composite Material Model for Stress-Strain Analysis.
Proceedings of the Surgery Simulation and Soft Tissue Modeling, International Symposium, 2003

Handshapes and Movements: Multiple-Channel American Sign Language Recognition.
Proceedings of the Gesture-Based Communication in Human-Computer Interaction, 2003

Deformable Model Based Shape Analysis Stone Tool Application.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

Using Multiple Cues for Hand Tracking and Model Refinement.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Elastically Adaptive Deformable Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Adjusting Shape Parameters Using Model-Based Optical Flow Residuals.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Methods for modeling and predicting mechanical deformations of the breast under external perturbations.
Medical Image Anal., 2002

Algorithmic issues in modeling motion.
ACM Comput. Surv., 2002

Considering Hierarchical Hybrid Systems for Intelligent Animated Agents.
Proceedings of the Innovative Concepts for Agent-Based Systems, 2002

LV-RV Shape Modeling Based on a Blended Parameterized Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Automated Segmentation of the Left and Right Ventricles in 4D Cardiac SPAMM Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

In-vivo Strain and Stress Estimation of the Left Ventricle from MRI Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Automatic boundary extraction of ultrasonic breast lesions.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Integration of Gibbs Prior Models and Deformable Models for 3D Medical Image Segmentation.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Hybrid System Models of Navigation Strategies for Games and Animations.
Proceedings of the Hybrid Systems: Computation and Control, 5th International Workshop, 2002

From Visual Input to Modeling Humans.
Proceedings of the Computer Animation 2002, 2002

A Hybrid Dynamical Systems Approach to Intelligent Low-Level Navigation.
Proceedings of the Computer Animation 2002, 2002

2001
A Framework for Recognizing the Simultaneous Aspects of American Sign Language.
Comput. Vis. Image Underst., 2001

Scalable nonlinear dynamical systems for agent steering and crowd simulation.
Comput. Graph., 2001

Automating gait generation.
Proceedings of the 28th Annual Conference on Computer Graphics and Interactive Techniques, 2001

Hybrid Segmentation of Anatomical Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

A Framework for Reasoning about Animation Systems.
Proceedings of the Intelligent Virtual Agents, Third International Workshop, 2001

Scalable Dynamical Systems for Multi-Agent Steering and Simulation.
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001

Improving the Scope of Deformable Model Shape and Motion Estimation.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Affine Arithmetic Based Estimation of Cue Distributions in Deformable Model Tracking.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Collision resolutions in cloth simulation.
Proceedings of the Fourteenth Conference on Computer Animation, 2001

Pedestrians: creating agent behaviors through statistical analysis of observation data.
Proceedings of the Fourteenth Conference on Computer Animation, 2001

2000
Model-Based Estimation of 3D Human Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Three-dimensional motion reconstruction and analysis of the right ventricle using tagged MRI.
Medical Image Anal., 2000

Optical Flow Constraints on Deformable Models with Applications to Face Tracking.
Int. J. Comput. Vis., 2000

Using tagged MRI to reconstruct a 3D heartbeat.
Comput. Sci. Eng., 2000

Modeling water for computer animation.
Commun. ACM, 2000

Dynamic Deformable Models for Enhanced Haptic Rendering in Virtual Environments.
Proceedings of the Virtual Reality 2000 Conference, 2000

Animation of Human Locomotion Using Sagittal Elevation Angles.
Proceedings of the 8th Pacific Conference on Computer Graphics and Applications, 2000

Image Segmentation Based on the Integration of Markov Random Fields and Deformable Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000

A Framework for Motion Recognition with Applications to American Sign Language and Gait Recognition.
Proceedings of the Workshop on Human Motion, 2000

Variable Albedo Surface Reconstruction from Stereo and Shape from Shading.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

LaTex Human Motion Planning Based on Recursive Dynamics and Optimal Control Techniques.
Proceedings of the Computer Graphics International Conference, 2000

1999
Non-linear dynamical system approach to behavior modeling.
Vis. Comput., 1999

Cascaded MRI-SPAMM for LV motion analysis during a whole cardiac cycle.
Int. J. Medical Informatics, 1999

Parallel Hidden Markov Models for American Sign Language Recognition.
Proceedings of the International Conference on Computer Vision, 1999

Coupled Lighting Direction and Shape Estimation from Single Images.
Proceedings of the International Conference on Computer Vision, 1999

Toward Scalability in ASL Recognition: Breaking Down Signs into Phonemes.
Proceedings of the Gesture-Based Communication in Human-Computer Interaction, 1999

Combining Information using Hard Constraints.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Recursive Dynamics and Optimal Control Techniques for Human Motion Planning.
Proceedings of the Computer Animation 1999, 1999

Deformable Models for Segmentation, 3D Shape and Motion Estimation and Recognition.
Proceedings of the British Machine Vision Conference 1999, 1999

1998
Shape Evolution With Structural and Topological Changes Using Blending.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

A three-dimensional virtual environment for modeling mechanical cardiopulmonary interactions.
Medical Image Anal., 1998

PLAYBOT A visually-guided robot for physically disabled children.
Image Vis. Comput., 1998

Three-Dimensional Human Body Model Acquisition from Multiple Views.
Int. J. Comput. Vis., 1998

Coupled models for visualizing respiratory mechanics.
Proceedings of the ACM SIGGRAPH 98 Conference Abstracts and Applications, 1998

An Anthropometric Face Model Using Variational Techniques.
Proceedings of the 25th Annual Conference on Computer Graphics and Interactive Techniques, 1998

Patient-Specific Analysis of Left Ventricular Blood Flow.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

Motion Analysis of the Right Ventricle From MRI Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

Complete Left Ventricular Wall Motion Estimation from Cascaded MRI-SPAMM Data.
Proceedings of the MEDINFO '98, 1998

ASL Recognition Based on a Coupling Between HMMs and 3D Motion Analysis.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Deformable Model-Based Shape and Motion Analysis from Images using Motion Residual Error.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Incorporating Illumination Constraints in Deformable Models.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Image Segmentation Based on the Integration of Pixel Affinity and Deformable Models.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Vision-Based Animation of Digital Humans.
Proceedings of the Computer Animation 1998, 1998

Dynamic Autonomous Agents: Game Applications.
Proceedings of the Computer Animation 1998, 1998

1997
The Role of Model-Based Segmentation in the Recovery of Volumetric Parts From Range Data.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Multi-Level Shape Representation Using Global Deformations and Locally Adaptive Finite Elements.
Int. J. Comput. Vis., 1997

Guest Editors' Introduction.
Comput. Vis. Image Underst., 1997

Inferring 2D Object Structure from the Deformation of Apparent Contours.
Comput. Vis. Image Underst., 1997

Passive 3D human motion capture.
Proceedings of the ACM SIGGRAPH 97 Visual Proceedings: The art and interdisciplinary programs of SIGGRAPH '97, 1997

Modeling the motion of a hot, turbulent gas.
Proceedings of the 24th Annual Conference on Computer Graphics and Interactive Techniques, 1997

Automated 3D Segmentation Using Deformable Models and Fuzzy Affinity.
Proceedings of the Information Processing in Medical Imaging, 1997

A 3D virtual environment for modeling mechanical cardiopulmonary interactions.
Proceedings of the CVRMed-MRCAS'97, 1997

Segmentation using deformable models with affinity-based localization.
Proceedings of the CVRMed-MRCAS'97, 1997

Controlling Fluid Animation.
Proceedings of the Computer Graphics International Conference, 1997

1996
Deformable models with parameter functions for cardiac motion analysis from tagged MRI data.
IEEE Trans. Medical Imaging, 1996

Blended Deformable Models.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

Analysis of left ventricular wall motion based on volumetric deformable models and MRI-SPAMM.
Medical Image Anal., 1996

Realistic Animation of Liquids.
CVGIP Graph. Model. Image Process., 1996

Automated Hypothesis Formation of Molecular Structures and Interactions using Physics-based Modeling and Simulation.
Proceedings of the German Conference on Bioinformatics, 1996

Deformable Model-Based Face Shape and Motion Estimation.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

Model-based estimation of 3D human motion with occlusion based on active multi-viewpoint selection.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

The Integration of Optical Flow and Deformable Models with Applications to Human Face Shape and Motion Estimation.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

User-Controlled Physics-Based Animation for Articulated Figures.
Proceedings of the Computer Animation 1996, 1996

1995
The Center for Human Modeling and Simulation.
Presence Teleoperators Virtual Environ., 1995

Volumetric Deformable Models with Parameter Functions: A New Approach to the 3D Motion Analysis of the LV from MRI-SPAMM.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

3D Human Body Model Acquisition from Multiple Views.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

Adaptive Shape Evolution Using Blending.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

1994
Integrating qualitative and quantitative shape recovery.
Int. J. Comput. Vis., 1994

A Physics-Based Framework for Segmentation, Shape and Motion Estimation.
Proceedings of the Object Representation in Computer Vision, 1994

Physics-based tracking of 3D objects in 2D image sequences.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Physics-based object pose and shape estimation from multiple views.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Hierarchical Shape Representation Using Locally Adaptive Finite Elements.
Proceedings of the Computer Vision, 1994

Object representation for object recognition.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

Deformable models with parameter functions: application to heart-wall modeling.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

Active part-decomposition, shape and motion estimation of articulated objects: a physics-based approach.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

Model-based analysis of cardiac motion from tagged MRI data.
Proceedings of the Seventh Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'94), 1994

A New Approach to Tracking 3D Objects in 2D Image Sequences
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994

1993
Shape and Nonrigid Motion Estimation Through Physics-Based Synthesis.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Integration of quantitative and qualitative techniques for deformable model fitting from orthographic, perspective, and stereo projections.
Proceedings of the Fourth International Conference on Computer Vision, 1993

1992
Reconstruction of a color image from nonuniformly distributed sparse and noisy data.
CVGIP Graph. Model. Image Process., 1992

Dynamic deformation of solid primitives with constraints.
Proceedings of the 19th Annual Conference on Computer Graphics and Interactive Techniques, 1992

1991
Disk Allocation Methods Using Error Correcting Codes.
IEEE Trans. Computers, 1991

Dynamic 3D Models with Local and Global Deformations: Deformable Superquadrics.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

A frame-based model for large manufacturing databases.
J. Intell. Manuf., 1991

Constrained deformable superquadrics and nonrigid motion tracking.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

1990
Color Image Reconstruction from nonuniform Sparse samples using a thin plate Model.
Proceedings of the 11th European Computer Graphics Conference and Exhibition, 1990

1989
Declustering Using Error Correcting Codes.
Proceedings of the Eighth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1989


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