| 2026 | ACL | Stable Signer: Hierarchical Sign Language Generative Model. | Sen Fang, Yalin Feng, Hongbin Zhong, Yanxin Zhang, Dimitris N. Metaxas |
| 2026 | ACL | Reasoning over Precedents Alongside Statutes: Case-Augmented Deliberative Alignment for LLM Safety. | Can Jin, Rui Wu, Tong Che, Qixin Zhang, Hongwu Peng, Jiahui Zhao, Zhenting Wang, Wenqi Wei, Ligong Han, Zhao Zhang, Yuan Cao, Ruixiang Tang, Dimitris N. Metaxas |
| 2025 | AAAI | Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Image Generation. | Quan Dao, Hao Phung, Trung Tuan Dao, Dimitris N. Metaxas, Anh Tuan Tran |
| 2025 | ACL | VISIAR: Empower MLLM for Visual Story Ideation. | Zhaoyang Xia, Somdeb Sarkhel, Md. Mehrab Tanjim, Stefano Petrangeli, Ishita Dasgupta, Yuxiao Chen, Jinxuan Xu, Di Liu, Saayan Mitra, Dimitris N. Metaxas |
| 2025 | CVPR | LUCAS: Layered Universal Codec Avatars. | Di Liu, Teng Deng, Giljoo Nam, Yu Rong, Stanislav Pidhorskyi, Junxuan Li, Jason M. Saragih, Dimitris N. Metaxas, Chen Cao |
| 2025 | CVPR | Show and Segment: Universal Medical Image Segmentation via In-Context Learning. | Yunhe Gao, Di Liu, Zhuowei Li, Yunsheng Li, Dongdong Chen, Mu Zhou, Dimitris N. Metaxas |
| 2025 | CVPR | MLLM-as-a-Judge for Image Safety without Human Labeling. | Zhenting Wang, Shuming Hu, Shiyu Zhao, Xiaowen Lin, Felix Juefei-Xu, Zhuowei Li, Ligong Han, Harihar Subramanyam, Li Chen, Jianfa Chen, Nan Jiang, Lingjuan Lyu, Shiqing Ma, Dimitris N. Metaxas, Ankit Jain |
| 2025 | CVPR | SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device. | Yushu Wu, Zhixing Zhang, Yanyu Li, Yanwu Xu, Anil Kag, Yang Sui, Huseyin Coskun, Ke Ma, Aleksei Lebedev, Ju Hu, Dimitris N. Metaxas, Yanzhi Wang, Sergey Tulyakov, Jian Ren |
| 2025 | CVPR | Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction. | Shiyu Zhao, Zhenting Wang, Felix Juefei-Xu, Xide Xia, Miao Liu, Xiaofang Wang, Mingfu Liang, Ning Zhang, Dimitris N. Metaxas, Licheng Yu |
| 2025 | ICCV | FlowChef: Steering of Rectified Flow Models for Controlled Generations. | Maitreya Patel, Song Wen, Dimitris N. Metaxas, Yezhou Yang |
| 2025 | ICLR | Implicit In-context Learning. | Zhuowei Li, Zihao Xu, Ligong Han, Yunhe Gao, Song Wen, Di Liu, Hao Wang, Dimitris N. Metaxas |
| 2025 | ICLR | Improved Training Technique for Latent Consistency Models. | Quan Dao, Khanh Doan, Di Liu, Trung Le, Dimitris N. Metaxas |
| 2025 | ICLR | LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation. | Can Jin, Ying Li, Mingyu Zhao, Shiyu Zhao, Zhenting Wang, Xiaoxiao He, Ligong Han, Tong Che, Dimitris N. Metaxas |
| 2025 | ICML | The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering. | Zhuowei Li, Haizhou Shi, Yunhe Gao, Di Liu, Zhenting Wang, Yuxiao Chen, Ting Liu, Long Zhao, Hao Wang, Dimitris N. Metaxas |
| 2025 | MICCAI | RadAlign: Advancing Radiology Report Generation with Vision-Language Concept Alignment. | Difei Gu, Yunhe Gao, Yang Zhou, Mu Zhou, Dimitris N. Metaxas |
| 2024 | CVPR | Instantaneous Perception of Moving Objects in 3D. | Di Liu, Bingbing Zhuang, Dimitris N. Metaxas, Manmohan Chandraker |
| 2024 | CVPR | Score-Guided Diffusion for 3D Human Recovery. | Anastasis Stathopoulos, Ligong Han, Dimitris N. Metaxas |
| 2024 | CVPR | Layout-Agnostic Scene Text Image Synthesis with Diffusion Models. | Qilong Zhangli, Jindong Jiang, Di Liu, Licheng Yu, Xiaoliang Dai, Ankit Ramchandani, Guan Pang, Dimitris N. Metaxas, Praveen Krishnan |
| 2024 | CVPR | AVID: Any-Length Video Inpainting with Diffusion Model. | Zhixing Zhang, Bichen Wu, Xiaoyan Wang, Yaqiao Luo, Luxin Zhang, Yinan Zhao, Peter Vajda, Dimitris N. Metaxas, Licheng Yu |
| 2024 | CVPR | Generating Enhanced Negatives for Training Language-Based Object Detectors. | Shiyu Zhao, Long Zhao, Vijay Kumar B. G, Yumin Suh, Dimitris N. Metaxas, Manmohan Chandraker, Samuel Schulter |
| 2024 | CVPR | Taming Self-Training for Open-Vocabulary Object Detection. | Shiyu Zhao, Samuel Schulter, Long Zhao, Zhixing Zhang, B. G. Vijay Kumar, Yumin Suh, Manmohan Chandraker, Dimitris N. Metaxas |
| 2024 | ECCV | Learning to Localize Actions in Instructional Videos with LLM-Based Multi-pathway Text-Video Alignment. | Yuxiao Chen, Kai Li, Wentao Bao, Deep Patel, Yu Kong, Martin Renqiang Min, Dimitris N. Metaxas |
| 2024 | ECCV | Rethinking Deep Unrolled Model for Accelerated MRI Reconstruction. | Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas |
| 2024 | ICLR | DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion Models. | Zhenting Wang, Chen Chen, Lingjuan Lyu, Dimitris N. Metaxas, Shiqing Ma |
| 2024 | ICML | How to Trace Latent Generative Model Generated Images without Artificial Watermark? | Zhenting Wang, Vikash Sehwag, Chen Chen, Lingjuan Lyu, Dimitris N. Metaxas, Shiqing Ma |
| 2024 | MICCAI | Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification. | Yunhe Gao, Difei Gu, Mu Zhou, Dimitris N. Metaxas |
| 2024 | MICCAI | Enhanced Deep Unrolled Models Applied to the CMRxRecon2024 Challenge. | Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas |
| 2023 | CVPR | Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens. | Yuxiao Chen, Jianbo Yuan, Yu Tian, Shijie Geng, Xinyu Li, Ding Zhou, Dimitris N. Metaxas, Hongxia Yang |
| 2023 | CVPR | Learning Articulated Shape with Keypoint Pseudo-Labels from Web Images. | Anastasis Stathopoulos, Georgios Pavlakos, Ligong Han, Dimitris N. Metaxas |
| 2023 | CVPR | SINE: SINgle Image Editing with Text-to-Image Diffusion Models. | Zhixing Zhang, Ligong Han, Arnab Ghosh, Dimitris N. Metaxas, Jian Ren |
| 2023 | ICCV | DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image. | Di Liu, Xiang Yu, Meng Ye, Qilong Zhangli, Zhuowei Li, Zhixing Zhang, Dimitris N. Metaxas |
| 2023 | ICCV | Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance Imaging. | Meng Ye, Dong Yang, Mikael Kanski, Leon Axel, Dimitris N. Metaxas |
| 2023 | ICCV | SVDiff: Compact Parameter Space for Diffusion Fine-Tuning. | Ligong Han, Yinxiao Li, Han Zhang, Peyman Milanfar, Dimitris N. Metaxas, Feng Yang |
| 2023 | ICCV | OmniLabel: A Challenging Benchmark for Language-Based Object Detection. | Samuel Schulter, Vijay Kumar B. G, Yumin Suh, Konstantinos M. Dafnis, Zhixing Zhang, Shiyu Zhao, Dimitris N. Metaxas |
| 2023 | MICCAI | Pathology-and-Genomics Multimodal Transformer for Survival Outcome Prediction. | Kexin Ding, Mu Zhou, Dimitris N. Metaxas, Shaoting Zhang |
| 2023 | MICCAI | DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction. | Xiaoxiao He, Chaowei Tan, Ligong Han, Bo Liu, Leon Axel, Kang Li, Dimitris N. Metaxas |
| 2022 | AISTATS | A Manifold View of Adversarial Risk. | Wenjia Zhang, Yikai Zhang, Xiaoling Hu, Mayank Goswami, Chao Chen, Dimitris N. Metaxas |
| 2022 | ASSETS | Understanding ASL Learners' Preferences for a Sign Language Recording and Automatic Feedback System to Support Self-Study. | Saad Hassan, Sooyeon Lee, Dimitris N. Metaxas, Carol Neidle, Matt Huenerfauth |
| 2022 | CVPR | Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning. | Ligong Han, Jian Ren, Hsin-Ying Lee, Francesco Barbieri, Kyle Olszewski, Shervin Minaee, Dimitris N. Metaxas, Sergey Tulyakov |
| 2022 | CVPR | Global Matching with Overlapping Attention for Optical Flow Estimation. | Shiyu Zhao, Long Zhao, Zhixing Zhang, Enyu Zhou, Dimitris N. Metaxas |
| 2022 | ECCV | Hierarchically Self-supervised Transformer for Human Skeleton Representation Learning. | Yuxiao Chen, Long Zhao, Jianbo Yuan, Yu Tian, Zhaoyang Xia, Shijie Geng, Ligong Han, Dimitris N. Metaxas |
| 2022 | ECCV | Towards Self-Supervised and Weight-preserving Neural Architecture Search. | Zhuowei Li, Yibo Gao, Zhenzhou Zha, Zhiqiang Hu, Qing Xia, Shaoting Zhang, Dimitris N. Metaxas |
| 2022 | ECCV | Social ODE: Multi-agent Trajectory Forecasting with Neural Ordinary Differential Equations. | Song Wen, Hao Wang, Dimitris N. Metaxas |
| 2022 | ECCV | Exploiting Unlabeled Data with Vision and Language Models for Object Detection. | Shiyu Zhao, Zhixing Zhang, Samuel Schulter, Long Zhao, B. G. Vijay Kumar, Anastasis Stathopoulos, Manmohan Chandraker, Dimitris N. Metaxas |
| 2022 | ICLR | Learning Transferable Reward for Query Object Localization with Policy Adaptation. | Tingfeng Li, Shaobo Han, Martin Renqiang Min, Dimitris N. Metaxas |
| 2022 | LREC | Bidirectional Skeleton-Based Isolated Sign Recognition using Graph Convolutional Networks. | Konstantinos M. Dafnis, Evgenia Chroni, Carol Neidle, Dimitris N. Metaxas |
| 2022 | MICCAI | DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via a Structure-Specific Generative Method. | Qi Chang, Zhennan Yan, Mu Zhou, Di Liu, Khalid Sawalha, Meng Ye, Qilong Zhangli, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas |
| 2022 | MICCAI | TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers. | Di Liu, Yunhe Gao, Qilong Zhangli, Ligong Han, Xiaoxiao He, Zhaoyang Xia, Song Wen, Qi Chang, Zhennan Yan, Mu Zhou, Dimitris N. Metaxas |
| 2022 | MICCAI | Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images. | Qilong Zhangli, Jingru Yi, Di Liu, Xiaoxiao He, Zhaoyang Xia, Qi Chang, Ligong Han, Yunhe Gao, Song Wen, Haiming Tang, He Wang, Mu Zhou, Dimitris N. Metaxas |
| 2021 | ASSETS | American Sign Language Video Anonymization to Support Online Participation of Deaf and Hard of Hearing Users. | Sooyeon Lee, Abraham Glasser, Becca Dingman, Zhaoyang Xia, Dimitris N. Metaxas, Carol Neidle, Matt Huenerfauth |
| 2021 | CVPR | Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization. | Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris N. Metaxas, Ting Liu |
| 2021 | CVPR | Deep Animation Video Interpolation in the Wild. | Li Siyao, Shiyu Zhao, Weijiang Yu, Wenxiu Sun, Dimitris N. Metaxas, Chen Change Loy, Ziwei Liu |
| 2021 | CVPR | DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images. | Meng Ye, Mikael Kanski, Dong Yang, Qi Chang, Zhennan Yan, Qiaoying Huang, Leon Axel, Dimitris N. Metaxas |
| 2021 | ICCV | CrossNorm and SelfNorm for Generalization under Distribution Shifts. | Zhiqiang Tang, Yunhe Gao, Yi Zhu, Zhi Zhang, Mu Li, Dimitris N. Metaxas |
| 2021 | ICCV | Dual Projection Generative Adversarial Networks for Conditional Image Generation. | Ligong Han, Martin Renqiang Min, Anastasis Stathopoulos, Yu Tian, Ruijiang Gao, Asim Kadav, Dimitris N. Metaxas |
| 2021 | ICCV | Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images with Artificial Neural Networks. | Alireza Naghizadeh, Hongye Xu, Mohab Mohamed, Dimitris N. Metaxas, Dongfang Liu |
| 2021 | ICCV | Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation. | Andreas Voskou, Konstantinos P. Panousis, Dimitrios I. Kosmopoulos, Dimitris N. Metaxas, Sotirios Chatzis |
| 2021 | ICLR | A Good Image Generator Is What You Need for High-Resolution Video Synthesis. | Yu Tian, Jian Ren, Menglei Chai, Kyle Olszewski, Xi Peng, Dimitris N. Metaxas, Sergey Tulyakov |
| 2021 | MICCAI | UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation. | Yunhe Gao, Mu Zhou, Dimitris N. Metaxas |
| 2021 | MICCAI | Hybrid Supervision Learning for Pathology Whole Slide Image Classification. | Jiahui Li, Wen Chen, Xiaodi Huang, Shuang Yang, Zhiqiang Hu, Qi Duan, Dimitris N. Metaxas, Hongsheng Li, Shaoting Zhang |
| 2020 | AAAI | Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons. | Ligong Han, Ruijiang Gao, Mun Kim, Xin Tao, Bo Liu, Dimitris N. Metaxas |
| 2020 | AAAI | Object-Guided Instance Segmentation for Biological Images. | Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas, Lianyi Han, Wei Fan |
| 2020 | AAAI | Local Regularizer Improves Generalization. | Yikai Zhang, Hui Qu, Dimitris N. Metaxas, Chao Chen |
| 2020 | BIBE | Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data. | Ananya Jana, Hui Qu, Puru Rattan, Carlos D. Minacapelli, Vinod Rustgi, Dimitris N. Metaxas |
| 2020 | CVPR | Knowledge As Priors: Cross-Modal Knowledge Generalization for Datasets Without Superior Knowledge. | Long Zhao, Xi Peng, Yuxiao Chen, Mubbasir Kapadia, Dimitris N. Metaxas |
| 2020 | CVPR | Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data. | Qi Chang, Hui Qu, Yikai Zhang, Mert R. Sabuncu, Chao Chen, Tong Zhang, Dimitris N. Metaxas |
| 2020 | CVPR | MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps. | Pengxiang Wu, Siheng Chen, Dimitris N. Metaxas |
| 2020 | ECCV | OnlineAugment: Online Data Augmentation with Less Domain Knowledge. | Zhiqiang Tang, Yunhe Gao, Leonid Karlinsky, Prasanna Sattigeri, Rogrio Feris, Dimitris N. Metaxas |
| 2020 | ECCV | Learn Distributed GAN with Temporary Discriminators. | Hui Qu, Yikai Zhang, Qi Chang, Zhennan Yan, Chao Chen, Dimitris N. Metaxas |
| 2020 | ECCV | Learning Trailer Moments in Full-Length Movies with Co-Contrastive Attention. | Lezi Wang, Dong Liu, Rohit Puri, Dimitris N. Metaxas |
| 2020 | ECCV | Cardiac MR Image Sequence Segmentation with Temporal Motion Encoding. | Pengxiang Wu, Qiaoying Huang, Jingru Yi, Hui Qu, Meng Ye, Leon Axel, Dimitris N. Metaxas |
| 2020 | ICML | Error-Bounded Correction of Noisy Labels. | Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris N. Metaxas, Chao Chen |
| 2020 | ISVC | Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation. | Harris Partaourides, Andreas Voskou, Dimitrios I. Kosmopoulos, Sotirios Chatzis, Dimitris N. Metaxas |
| 2020 | KES | Condensed Silhouette: An Optimized Filtering Process for Cluster Selection in K-Means. | Alireza Naghizadeh, Dimitris N. Metaxas |
| 2020 | MICCAI | Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks. | Qiaoying Huang, Eric Z. Chen, Hanchao Yu, Yimo Guo, Terrence Chen, Dimitris N. Metaxas, Shanhui Sun |
| 2020 | MICCAI | Enhanced MRI Reconstruction Network Using Neural Architecture Search. | Qiaoying Huang, Dong Yang, Yikun Xian, Pengxiang Wu, Jingru Yi, Hui Qu, Dimitris N. Metaxas |
| 2020 | MICCAI | Segmentation to Label: Automatic Coronary Artery Labeling from Mask Parcellation. | Zhuowei Li, Qing Xia, Wenji Wang, Zhennan Yan, Ruohan Yin, Changjie Pan, Dimitris N. Metaxas |
| 2020 | MICCAI | PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data. | Meng Ye, Qiaoying Huang, Dong Yang, Pengxiang Wu, Jingru Yi, Leon Axel, Dimitris N. Metaxas |
| 2019 | AAAI | Point Cloud Processing via Recurrent Set Encoding. | Pengxiang Wu, Chao Chen, Jingru Yi, Dimitris N. Metaxas |
| 2019 | AISTATS | Distributed Inexact Newton-type Pursuit for Non-convex Sparse Learning. | Bo Liu, Xiao-Tong Yuan, Lezi Wang, Qingshan Liu, Junzhou Huang, Dimitris N. Metaxas |
| 2019 | BMVC | Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention. | Yuxiao Chen, Long Zhao, Xi Peng, Jianbo Yuan, Dimitris N. Metaxas |
| 2019 | BMVC | Attention-based Facial Behavior Analytics inSocial Communication. | Lezi Wang, Chongyang Bai, Maksim Bolonkin, Judee K. Burgoon, Norah E. Dunbar, V. S. Subrahmanian, Dimitris N. Metaxas |
| 2019 | CVPR | Semantic Graph Convolutional Networks for 3D Human Pose Regression. | Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas |
| 2019 | CVPR | Unsupervised Domain Adaptation via Calibrating Uncertainties. | Ligong Han, Yang Zou, Ruijiang Gao, Lezi Wang, Dimitris N. Metaxas |
| 2019 | CVPR | Online Neural Cell Tracking Using Blob-Seed Segmentation and Optical Flow. | Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Daniel J. Hoeppner, Dimitris N. Metaxas |
| 2019 | ICCV | AdaTransform: Adaptive Data Transformation. | Zhiqiang Tang, Xi Peng, Tingfeng Li, Yizhe Zhu, Dimitris N. Metaxas |
| 2019 | ICCV | Sharpen Focus: Learning With Attention Separability and Consistency. | Lezi Wang, Ziyan Wu, Srikrishna Karanam, Kuan-Chuan Peng, Rajat Vikram Singh, Bo Liu, Dimitris N. Metaxas |
| 2019 | ICML | Self-Attention Generative Adversarial Networks. | Han Zhang, Ian J. Goodfellow, Dimitris N. Metaxas, Augustus Odena |
| 2019 | IJCAI | Taming the Noisy Gradient: Train Deep Neural Networks with Small Batch Sizes. | Yikai Zhang, Hui Qu, Chao Chen, Dimitris N. Metaxas |
| 2019 | IJCAI | Heuristic Search for Homology Localization Problem and Its Application in Cardiac Trabeculae Reconstruction. | Xudong Zhang, Pengxiang Wu, Changhe Yuan, Yusu Wang, Dimitris N. Metaxas, Chao Chen |
| 2019 | MICCAI | Brain Segmentation from k-Space with End-to-End Recurrent Attention Network. | Qiaoying Huang, Xiao Chen, Dimitris N. Metaxas, Mariappan S. Nadar |
| 2019 | MICCAI | Improving Nuclei/Gland Instance Segmentation in Histopathology Images by Full Resolution Neural Network and Spatial Constrained Loss. | Hui Qu, Zhennan Yan, Gregory M. Riedlinger, Subhajyoti De, Dimitris N. Metaxas |
| 2019 | MICCAI | Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation. | Chaowei Tan, Zhennan Yan, Shaoting Zhang, Kang Li, Dimitris N. Metaxas |
| 2019 | MICCAI | Multi-scale Cell Instance Segmentation with Keypoint Graph Based Bounding Boxes. | Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas |
| 2018 | BMVC | CU-Net: Coupled U-Nets. | Zhiqiang Tang, Xi Peng, Shijie Geng, Yizhe Zhu, Dimitris N. Metaxas |
| 2018 | CVPR | Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation. | Xi Peng, Zhiqiang Tang, Fei Yang, Rogrio Schmidt Feris, Dimitris N. Metaxas |
| 2018 | CVPR | Show Me a Story: Towards Coherent Neural Story Illustration. | Hareesh Ravi, Lezi Wang, Carlos Muiz, Leonid Sigal, Dimitris N. Metaxas, Mubbasir Kapadia |
| 2018 | ECCV | Quantized Densely Connected U-Nets for Efficient Landmark Localization. | Zhiqiang Tang, Xi Peng, Shijie Geng, Lingfei Wu, Shaoting Zhang, Dimitris N. Metaxas |
| 2018 | ECCV | Instance Segmentation of Neural Cells. | Jingru Yi, Pengxiang Wu, Menglin Jiang, Daniel J. Hoeppner, Dimitris N. Metaxas |
| 2018 | ECCV | Learning to Forecast and Refine Residual Motion for Image-to-Video Generation. | Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas |
| 2018 | ICLR | Improving GANs Using Optimal Transport. | Tim Salimans, Han Zhang, Alec Radford, Dimitris N. Metaxas |
| 2018 | IJCAI | CR-GAN: Learning Complete Representations for Multi-view Generation. | Yu Tian, Xi Peng, Long Zhao, Shaoting Zhang, Dimitris N. Metaxas |
| 2018 | LREC | Linguistically-driven Framework for Computationally Efficient and Scalable Sign Recognition. | Dimitris N. Metaxas, Mark Dilsizian, Carol Neidle |
| 2018 | MICCAI | 3D LV Probabilistic Segmentation in Cardiac MRI Using Generative Adversarial Network. | Dong Yang, Bo Liu, Leon Axel, Dimitris N. Metaxas |
| 2017 | AAAI | Addressing Imbalance in Multi-Label Classification Using Structured Hellinger Forests. | Zachary Alan Daniels, Dimitris N. Metaxas |
| 2017 | CVPR | Fast Neural Cell Detection Using Light-Weight SSD Neural Network. | Jingru Yi, Pengxiang Wu, Daniel J. Hoeppner, Dimitris N. Metaxas |
| 2017 | CVPR | Semantic Amodal Segmentation. | Yan Zhu, Yuandong Tian, Dimitris N. Metaxas, Piotr Dollr |
| 2017 | ICCV | Reconstruction-Based Disentanglement for Pose-Invariant Face Recognition. | Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris N. Metaxas, Manmohan Chandraker |
| 2017 | ICML | Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization to Non-smooth Concave Maximization. | Bo Liu, Xiao-Tong Yuan, Lezi Wang, Qingshan Liu, Dimitris N. Metaxas |
| 2017 | MICCAI | Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes. | Dong Yang, Tao Xiong, Daguang Xu, Shaohua Kevin Zhou, Zhoubing Xu, Mingqing Chen, Jin Hyeong Park, Sasa Grbic, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu |
| 2017 | MICCAI | Automatic Liver Segmentation Using an Adversarial Image-to-Image Network. | Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Sasa Grbic, Dimitris N. Metaxas, Dorin Comaniciu |
| 2016 | AAAI | Decentralized Robust Subspace Clustering. | Bo Liu, Xiao-Tong Yuan, Yang Yu, Qingshan Liu, Dimitris N. Metaxas |
| 2016 | BMVC | Multispectral Deep Neural Networks for Pedestrian Detection. | Jingjing Liu, Shaoting Zhang, Shu Wang, Dimitris N. Metaxas |
| 2016 | BMVC | Track Facial Points in Unconstrained Videos. | Xi Peng, Qiong Hu, Junzhou Huang, Dimitris N. Metaxas |
| 2016 | CVPR | Sequential Face Alignment via Person-Specific Modeling in the Wild. | Xi Peng, Junzhou Huang, Dimitris N. Metaxas |
| 2016 | CVPR | SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition. | Han Zhang, Tao Xu, Mohamed Elhoseiny, Xiaolei Huang, Shaoting Zhang, Ahmed M. Elgammal, Dimitris N. Metaxas |
| 2016 | ECCV | A Recurrent Encoder-Decoder Network for Sequential Face Alignment. | Xi Peng, Rogrio Schmidt Feris, Xiaoyu Wang, Dimitris N. Metaxas |
| 2016 | IJCAI | Efficient k-Support-Norm Regularized Minimization via Fully Corrective Frank-Wolfe Method. | Bo Liu, Xiao-Tong Yuan, Shaoting Zhang, Qingshan Liu, Dimitris N. Metaxas |
| 2016 | IJCAI | Visual Tracking with Reliable Memories. | Shu Wang, Shaoting Zhang, Wei Liu, Dimitris N. Metaxas |
| 2016 | IJCAI | Nonlinear Hierarchical Part-Based Regression for Unconstrained Face Alignment. | Xiang Yu, Zhe Lin, Shaoting Zhang, Dimitris N. Metaxas |
| 2016 | LREC | Detection of Major ASL Sign Types in Continuous Signing For ASL Recognition. | Polina Yanovich, Carol Neidle, Dimitris N. Metaxas |
| 2016 | MICCAI | Mammographic Mass Segmentation with Online Learned Shape and Appearance Priors. | Menglin Jiang, Shaoting Zhang, Yuanjie Zheng, Dimitris N. Metaxas |
| 2016 | MICCAI | Multimodal Deep Learning for Cervical Dysplasia Diagnosis. | Tao Xu, Han Zhang, Xiaolei Huang, Shaoting Zhang, Dimitris N. Metaxas |
| 2015 | ICCV | PIEFA: Personalized Incremental and Ensemble Face Alignment. | Xi Peng, Shaoting Zhang, Yu Yang, Dimitris N. Metaxas |
| 2015 | MICCAI | Joint Kernel-Based Supervised Hashing for Scalable Histopathological Image Analysis. | Menglin Jiang, Shaoting Zhang, Junzhou Huang, Lin Yang, Dimitris N. Metaxas |
| 2015 | MICCAI | Overview of the 2015 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2015). | Henning Mller, Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Shaoting Zhang, Weidong Cai, Dimitris N. Metaxas |
| 2015 | MICCAI | Laplacian Shape Editing with Local Patch Based Force Field for Interactive Segmentation. | Chaowei Tan, Zhennan Yan, Kang Li, Dimitris N. Metaxas, Shaoting Zhang |
| 2015 | MICCAI | Calibrationless Parallel Dynamic MRI with Joint Temporal Sparsity. | Yang Yu, Zhennan Yan, Li Feng, Dimitris N. Metaxas, Leon Axel |
| 2014 | ECCV | Consensus of Regression for Occlusion-Robust Facial Feature Localization. | Xiang Yu, Zhe Lin, Jonathan Brandt, Dimitris N. Metaxas |
| 2014 | ICPR | Robust Multi-pose Facial Expression Recognition. | Qiong Hu, Xi Peng, Peng Yang, Fei Yang, Dimitris N. Metaxas |
| 2014 | ICPR | Head Pose Estimation by Instance Parameterization. | Xi Peng, Junzhou Huang, Qiong Hu, Shaoting Zhang, Dimitris N. Metaxas |
| 2014 | ICPR | An Automated and Robust Framework for Quantification of Muscle and Fat in the Thigh. | Chaowei Tan, Zhennan Yan, Shaoting Zhang, Boubakeur Belaroussi, Hui Jing Yu, Colin Miller, Dimitris N. Metaxas |
| 2014 | ICPR | Automatic Liver Segmentation and Hepatic Fat Fraction Assessment in MRI. | Zhennan Yan, Chaowei Tan, Shaoting Zhang, Yan Zhou, Boubakeur Belaroussi, Hui Jing Yu, Colin Miller, Dimitris N. Metaxas |
| 2014 | LREC | A New Framework for Sign Language Recognition based on 3D Handshape Identification and Linguistic Modeling. | Mark Dilsizian, Polina Yanovich, Shu Wang, Carol Neidle, Dimitris N. Metaxas |
| 2014 | LREC | 3D Face Tracking and Multi-Scale, Spatio-temporal Analysis of Linguistically Significant Facial Expressions and Head Positions in ASL. | Bo Liu, Jingjing Liu, Xiang Yu, Dimitris N. Metaxas, Carol Neidle |
| 2014 | MICCAI | Scalable Histopathological Image Analysis via Active Learning. | Yan Zhu, Shaoting Zhang, Wei Liu, Dimitris N. Metaxas |
| 2014 | MICCAI | Detection of Mammographic Masses by Content-Based Image Retrieval. | Menglin Jiang, Shaoting Zhang, Dimitris N. Metaxas |
| 2014 | MICCAI | Overview of the 2014 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2014). | Henning Mller, Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Shaoting Zhang, Tom Weidong Cai, Dimitris N. Metaxas |
| 2014 | MICCAI | Optree: A Learning-Based Adaptive Watershed Algorithm for Neuron Segmentation. | Mustafa Gkhan Uzunbas, Chao Chen, Dimitris N. Metaxas |
| 2013 | AISTATS | Computing the M Most Probable Modes of a Graphical Model. | Chao Chen, Vladimir Kolmogorov, Yan Zhu, Dimitris N. Metaxas, Christoph H. Lampert |
| 2013 | CVPR | Large Scale Medical Image Search via Unsupervised PCA Hashing. | Xiang Yu, Shaoting Zhang, Bo Liu, Lin Zhong, Dimitris N. Metaxas |
| 2013 | CVPR | Handling Noise in Single Image Deblurring Using Directional Filters. | Lin Zhong, Sunghyun Cho, Dimitris N. Metaxas, Sylvain Paris, Jue Wang |
| 2013 | ICCV | Pose-Free Facial Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Shape Model. | Xiang Yu, Junzhou Huang, Shaoting Zhang, Wang Yan, Dimitris N. Metaxas |
| 2013 | ICIP | Adaptive low rank and sparse decomposition of video using compressive sensing. | Fei Yang, Hong Jiang, Zuowei Shen, Wei Deng, Dimitris N. Metaxas |
| 2013 | ISVC | Localization of Multi-pose and Occluded Facial Features via Sparse Shape Representation. | Yang Yu, Shaoting Zhang, Fei Yang, Dimitris N. Metaxas |
| 2013 | MICCAI | Collaborative Multi Organ Segmentation by Integrating Deformable and Graphical Models. | Mustafa Gkhan Uzunbas, Chao Chen, Shaoting Zhang, Kilian M. Pohl, Kang Li, Dimitris N. Metaxas |
| 2013 | MICCAI | Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an Adaptive Statistical Atlas and Multi-atlas. | Zhennan Yan, Shaoting Zhang, Xiaofeng Liu, Dimitris N. Metaxas, Albert Montillo |
| 2012 | CVPR | Facial expression editing in video using a temporally-smooth factorization. | Fei Yang, Lubomir D. Bourdev, Eli Shechtman, Jue Wang, Dimitris N. Metaxas |
| 2012 | CVPR | Learning active facial patches for expression analysis. | Lin Zhong, Qingshan Liu, Peng Yang, Bo Liu, Junzhou Huang, Dimitris N. Metaxas |
| 2012 | ECCV | Background Subtraction Using Low Rank and Group Sparsity Constraints. | Xinyi Cui, Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas |
| 2012 | ECCV | Query Specific Fusion for Image Retrieval. | Shaoting Zhang, Ming Yang, Timothe Cour, Kai Yu, Dimitris N. Metaxas |
| 2012 | ICIP | Robust face tracking with a consumer depth camera. | Fei Yang, Junzhou Huang, Xiang Yu, Xinyi Cui, Dimitris N. Metaxas |
| 2012 | ICIP | Robust eyelid tracking for fatigue detection. | Fei Yang, Xiang Yu, Junzhou Huang, Peng Yang, Dimitris N. Metaxas |
| 2012 | ICPR | Activity recognition based on semantic spatial relation. | Lingxun Meng, Laiyun Qing, Peng Yang, Jun Miao, Xilin Chen, Dimitris N. Metaxas |
| 2012 | ISM | Towards Automatic Stereoscopic Video Synthesis from a Casual Monocular Video. | Lin Zhong, Sen Wang, Minwoo Park, Rodney L. Miller, Dimitris N. Metaxas |
| 2012 | LREC | Recognition of Nonmanual Markers in American Sign Language (ASL) Using Non-Parametric Adaptive 2D-3D Face Tracking. | Dimitris N. Metaxas, Bo Liu, Fei Yang, Peng Yang, Nicholas Michael, Carol Neidle |
| 2012 | MICCAI | Temporal Shape Analysis via the Spectral Signature. | Elena Bernardis, Ender Konukoglu, Yangming Ou, Dimitris N. Metaxas, Benoit Desjardins, Kilian M. Pohl |
| 2012 | MICCAI | 3D Anatomical Shape Atlas Construction Using Mesh Quality Preserved Deformable Models. | Xinyi Cui, Shaoting Zhang, Yiqiang Zhan, Mingchen Gao, Junzhou Huang, Dimitris N. Metaxas |
| 2012 | MICCAI | Simplified Labeling Process for Medical Image Segmentation. | Mingchen Gao, Junzhou Huang, Xiaolei Huang, Shaoting Zhang, Dimitris N. Metaxas |
| 2012 | MICCAI | Shape Prior Modeling Using Sparse Representation and Online Dictionary Learning. | Shaoting Zhang, Yiqiang Zhan, Yan Zhou, Mustafa Gkhan Uzunbas, Dimitris N. Metaxas |
| 2011 | BMVC | A Framework for the Recognition of Nonmanual Markers in Segmented Sequences of American Sign Language. | Nicholas Michael, Peng Yang, Qingshan Liu, Dimitris N. Metaxas, Carol Neidle |
| 2011 | CVPR | Recognizing expressions from face and body gesture by temporal normalized motion and appearance features. | Shizhi Chen, Yingli Tian, Qingshan Liu, Dimitris N. Metaxas |
| 2011 | CVPR | Abnormal detection using interaction energy potentials. | Xinyi Cui, Qingshan Liu, Mingchen Gao, Dimitris N. Metaxas |
| 2011 | CVPR | Sparse shape composition: A new framework for shape prior modeling. | Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N. Metaxas, Xiang Sean Zhou |
| 2011 | ICIP | A Belief Propagation algorithm for bias field estimation and image segmentation. | Rui Huang, Nong Sang, Vladimir Pavlovic, Dimitris N. Metaxas |
| 2011 | MICCAI | Using High Resolution Cardiac CT Data to Model and Visualize Patient-Specific Interactions between Trabeculae and Blood Flow. | Scott Kulp, Mingchen Gao, Shaoting Zhang, Zhen Qian, Szilard Voros, Dimitris N. Metaxas, Leon Axel |
| 2011 | MICCAI | 3D Segmentation of Rodent Brain Structures Using Hierarchical Shape Priors and Deformable Models. | Shaoting Zhang, Junzhou Huang, Mustafa Gkhan Uzunbas, Tian Shen, Foteini Delis, Xiaolei Huang, Nora D. Volkow, Panayotis K. Thanos, Dimitris N. Metaxas |
| 2011 | MICCAI | Deformable Segmentation via Sparse Shape Representation. | Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N. Metaxas, Xiang Sean Zhou |
| 2010 | CVPR | Image retrieval via probabilistic hypergraph ranking. | Yuchi Huang, Qingshan Liu, Shaoting Zhang, Dimitris N. Metaxas |
| 2010 | CVPR | Exploring facial expressions with compositional features. | Peng Yang, Qingshan Liu, Dimitris N. Metaxas |
| 2010 | CVPR | Automatic image annotation using group sparsity. | Shaoting Zhang, Junzhou Huang, Yuchi Huang, Yang Yu, Hongsheng Li, Dimitris N. Metaxas |
| 2010 | ECCV | Fast Optimization for Mixture Prior Models. | Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas |
| 2010 | ECCV | Invited Talk: Coupling Deformable Models and Learning Methods for Nonverbal Behavior Analysis: Applications to Deception, Multi-cultural Studies and ASL. | Dimitris N. Metaxas |
| 2010 | ECCV | Motion Profiles for Deception Detection Using Visual Cues. | Nicholas Michael, Mark Dilsizian, Dimitris N. Metaxas, Judee K. Burgoon |
| 2010 | ICPR | Ranking Model for Facial Age Estimation. | Peng Yang, Lin Zhong, Dimitris N. Metaxas |
| 2010 | MICCAI | Efficient MR Image Reconstruction for Compressed MR Imaging. | Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas |
| 2010 | MICCAI | Lesion-Specific Coronary Artery Calcium Quantification for Predicting Cardiac Event with Multiple Instance Support Vector Machines. | Qingshan Liu, Zhen Qian, Idean Marvasty, Sarah Rinehart, Szilard Voros, Dimitris N. Metaxas |
| 2009 | ASSETS | Spatial and temporal pyramids for grammatical expression recognition of American sign language. | Nicholas Michael, Dimitris N. Metaxas, Carol Neidle |
| 2009 | CVPR | Video object segmentation by hypergraph cut. | Yuchi Huang, Qingshan Liu, Dimitris N. Metaxas |
| 2009 | CVPR | D - Clutter: Building object model library from unsupervised segmentation of cluttered scenes. | Gowri Somanath, M. V. Rohith, Dimitris N. Metaxas, Chandra Kambhamettu |
| 2009 | CVPR | 3D segmentation of rodent brains using deformable models and variational methods. | Shaoting Zhang, Jinghao Zhou, Xiaoxu Wang, Sukmoon Chang, Dimitris N. Metaxas, George J. Pappas, Foteini Delis, Nora D. Volkow, Gene-Jack Wang, Panayotis K. Thanos, Chandra Kambhamettu |
| 2009 | ICCV | Learning with dynamic group sparsity. | Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas |
| 2009 | ICCV | RankBoost with l1 regularization for facial expression recognition and intensity estimation. | Peng Yang, Qingshan Liu, Dimitris N. Metaxas |
| 2009 | ICML | Learning with structured sparsity. | Junzhou Huang, Tong Zhang, Dimitris N. Metaxas |
| 2009 | MICCAI | 3D Meshless Prostate Segmentation and Registration in Image Guided Radiotherapy. | Ting Chen, Sung N. Kim, Jinghao Zhou, Dimitris N. Metaxas, Gunaretnam Rajagopal, Ning J. Yue |
| 2008 | CVPR | Fast algorithms for large scale conditional 3D prediction. | Liefeng Bo, Cristian Sminchisescu, Atul Kanaujia, Dimitris N. Metaxas |
| 2008 | CVPR | Simultaneous image transformation and sparse representation recovery. | Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas |
| 2008 | CVPR | Meshless deformable models for LV motion analysis. | Xiaoxu Wang, Dimitris N. Metaxas, Ting Chen, Leon Axel |
| 2008 | CVPR | Facial expression recognition using encoded dynamic features. | Peng Yang, Qingshan Liu, Xinyi Cui, Dimitris N. Metaxas |
| 2008 | ECCV | Similarity Features for Facial Event Analysis. | Peng Yang, Qingshan Liu, Dimitris N. Metaxas |
| 2008 | ICPR | Lennard-Jones force field for Geometric Active Contour. | Zhenglong Li, Qingshan Liu, Hanqing Lu, Dimitris N. Metaxas |
| 2008 | MICCAI | Fast Motion Tracking of Tagged MRI Using Angle-Preserving Meshless Registration. | Ting Chen, Xiaoxu Wang, Dimitris N. Metaxas, Leon Axel |
| 2008 | MICCAI | Tag Separation in Cardiac Tagged MRI. | Junzhou Huang, Zhen Qian, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel |
| 2008 | MICCAI | A Variational Level Set Approach to Segmentation and Bias Correction of Images with Intensity Inhomogeneity. | Chunming Li, Rui Huang, Zhaohua Ding, Chris Gatenby, Dimitris N. Metaxas, John C. Gore |
| 2008 | MICCAI | Identifying Regional Cardiac Abnormalities from Myocardial Strains Using Spatio-temporal Tensor Analysis. | Zhen Qian, Qingshan Liu, Dimitris N. Metaxas, Leon Axel |
| 2008 | MICCAI | Tracking the Swimming Motions of C. elegansWorms with Applications in Aging Studies. | Christophe Restif, Dimitris N. Metaxas |
| 2008 | MICCAI | Active Volume Models with Probabilistic Object Boundary Prediction Module. | Tian Shen, Yaoyao Zhu, Xiaolei Huang, Junzhou Huang, Dimitris N. Metaxas, Leon Axel |
| 2008 | MICCAI | LV Motion and Strain Computation from tMRI Based on Meshless Deformable Models. | Xiaoxu Wang, Ting Chen, Shaoting Zhang, Dimitris N. Metaxas, Leon Axel |
| 2007 | ACCV | Face Mis-alignment Analysis by Multiple-Instance Subspace. | Zhiguo Li, Qingshan Liu, Dimitris N. Metaxas |
| 2007 | CVPR | Semi-supervised Hierarchical Models for 3D Human Pose Reconstruction. | Atul Kanaujia, Cristian Sminchisescu, Dimitris N. Metaxas |
| 2007 | CVPR | CRF-driven Implicit Deformable Model. | Gabriel Tsechpenakis, Dimitris N. Metaxas |
| 2007 | CVPR | Boosting Coded Dynamic Features for Facial Action Units and Facial Expression Recognition. | Peng Yang, Qingshan Liu, Dimitris N. Metaxas |
| 2007 | ICCS | Dynamic Tracking of Facial Expressions Using Adaptive, Overlapping Subspaces. | Dimitris N. Metaxas, Atul Kanaujia, Zhiguo Li |
| 2007 | ICCV | Optimization and Learning for Registration of Moving Dynamic Textures. | Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas |
| 2007 | ICCV | A Component Based Deformable Model for Generalized Face Alignment. | Yuchi Huang, Qingshan Liu, Dimitris N. Metaxas |
| 2007 | ICCV | Embedded Profile Hidden Markov Models for Shape Analysis. | Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas |
| 2007 | ICCV | Spectral Latent Variable Models for Perceptual Inference. | Atul Kanaujia, Cristian Sminchisescu, Dimitris N. Metaxas |
| 2007 | ICCV | Using the P | Christopher Russell, Dimitris N. Metaxas, Christophe Restif, Philip H. S. Torr |
| 2007 | ICCV | Coupling CRFs and Deformable Models for 3D Medical Image Segmentation. | Gabriel Tsechpenakis, Jianhua Wang, Brandon Mayer, Dimitris N. Metaxas |
| 2007 | ICCV | The Best of Both Worlds: Combining 3D Deformable Models with Active Shape Models. | Christian Vogler, Zhiguo Li, Atul Kanaujia, Siome Goldenstein, Dimitris N. Metaxas |
| 2007 | ICIP | Large Scale Learning of Active Shape Models. | Atul Kanaujia, Dimitris N. Metaxas |
| 2007 | MICCAI | Registration of Lung Tissue Between Fluoroscope and CT Images: Determination of Beam Gating Parameters in Radiotherapy. | Sukmoon Chang, Jinghao Zhou, Qingshan Liu, Dimitris N. Metaxas, Bruce G. Haffty, Sung N. Kim, Salma J. Jabbour, Ning J. Yue |
| 2007 | MICCAI | Adaptive Metamorphs Model for 3D Medical Image Segmentation. | Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel |
| 2007 | MICCAI | Ultrasound Myocardial Elastography and Registered 3D Tagged MRI: Quantitative Strain Comparison. | Zhen Qian, Wei-Ning Lee, Elisa E. Konofagou, Dimitris N. Metaxas, Leon Axel |
| 2007 | MMSP | Facial Features Tracking for Gross Head Movement analysis and Expression Recognition. | Dimitris N. Metaxas |
| 2007 | PSIVT | Nonlinear Dynamic Shape and Appearance Models for Facial Motion Tracking. | Chan-Su Lee, Ahmed M. Elgammal, Dimitris N. Metaxas |
| 2006 | ACCV | Learning Multi-category Classification in Bayesian Framework. | Atul Kanaujia, Dimitris N. Metaxas |
| 2006 | BMVC | RO-SVM: Support Vector Machine with Reject Option for Image Categorization. | Rong Zhang, Dimitris N. Metaxas |
| 2006 | CGI | Active Contours with Level-Set for Extracting Feature Curves from Triangular Meshes. | Kyungha Min, Dimitris N. Metaxas, Moon-Ryul Jung |
| 2006 | CVPR | Emblem Detections by Tracking Facial Features. | Atul Kanaujia, Yuchi Huang, Dimitris N. Metaxas |
| 2006 | CVPR | Learning Joint Top-Down and Bottom-up Processes for 3D Visual Inference. | Cristian Sminchisescu, Atul Kanaujia, Dimitris N. Metaxas |
| 2006 | ECCV | Patch-Based Texture Edges and Segmentation. | Lior Wolf, Xiaolei Huang, Ian Martin, Dimitris N. Metaxas |
| 2006 | ICARCV | Hybrid Deformable Models for Medical Segmentation and Registration. | Dimitris N. Metaxas, Zhen Qian, Xiaolei Huang, Rui Huang, Ting Chen, Leon Axel |
| 2006 | ICCS | Dynamically Adaptive Tracking of Gestures and Facial Expressions. | Dimitris N. Metaxas, Gabriel Tsechpenakis, Zhiguo Li, Yuichi Huang, Atul Kanaujia |
| 2006 | ICIP | A Profile Hidden Markov Model Framework for Modeling and Analysis of Shape. | Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas |
| 2006 | ICPR | Recognizing Facial Expressions by Tracking Feature Shapes. | Atul Kanaujia, Dimitris N. Metaxas |
| 2006 | ICTAI | Learning Ambiguities Using Bayesian Mixture of Experts. | Atul Kanaujia, Dimitris N. Metaxas |
| 2006 | MICCAI | Boosting and Nonparametric Based Tracking of Tagged MRI Cardiac Boundaries. | Zhen Qian, Dimitris N. Metaxas, Leon Axel |
| 2006 | MICCAI | Automatic Detection and Segmentation of Ground Glass Opacity Nodules. | Jinghao Zhou, Sukmoon Chang, Dimitris N. Metaxas, Binsheng Zhao, Lawrence H. Schwartz, Michelle S. Ginsberg |
| 2005 | CGI | A collision resolution algorithm for clump-free fast moving cloth. | Suejung B. Huh, Dimitris N. Metaxas |
| 2005 | CVPR | Discriminative Density Propagation for 3D Human Motion Estimation. | Cristian Sminchisescu, Atul Kanaujia, Zhiguo Li, Dimitris N. Metaxas |
| 2005 | ICCS | Dynamic Data Driven Coupling of Continuous and Discrete Methods for 3D Tracking. | Dimitris N. Metaxas, Gabriel Tsechpenakis |
| 2005 | ICCV | Conditional Random Fields for Contextual Human Motion Recognition. | Cristian Sminchisescu, Atul Kanaujia, Zhiguo Li, Dimitris N. Metaxas |
| 2005 | MICCAI | Efficient Learning by Combining Confidence-Rated Classifiers to Incorporate Unlabeled Medical Data. | Weijun He, Xiaolei Huang, Dimitris N. Metaxas, Xiaoyou Ying |
| 2004 | CVPR | 3D Facial Tracking from Corrupted Movie Sequences. | Siome Goldenstein, Christian Vogler, Dimitris N. Metaxas |
| 2004 | CVPR | Outlier Rejection in Deformable Model Tracking. | Siome Goldenstein, Christian Vogler, Jorge Stolfi, Vladimir Pavlovic, Dimitris N. Metaxas |
| 2004 | CVPR | MetaMorphs: Deformable Shape and Texture Models. | Xiaolei Huang, Dimitris N. Metaxas, Ting Chen |
| 2004 | CVPR | A Graphical Model Framework for Coupling MRFs and Deformable Models. | Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas |
| 2004 | CVPR | Hybrid Image Registration based on Configural Matching of Scale-Invariant Salient Region Features. | Xiaolei Huang, Yiyong Sun, Dimitris N. Metaxas, Frank Sauer, Chenyang Xu |
| 2004 | CVPR | A Hierarchical Framework For High Resolution Facial Expression Tracking. | Xiaolei Huang, Song Zhang, Yang Wang, Dimitris N. Metaxas, Dimitris Samaras |
| 2004 | CVPR | Human Gait Recognition. | Rong Zhang, Christian Vogler, Dimitris N. Metaxas |
| 2004 | ICCS | Image-Based Stress Recognition Using a Model-Based Dynamic Face Tracking System. | Dimitris N. Metaxas, Sundara Venkataraman, Christian Vogler |
| 2004 | ICPR | A Hybrid Face Recognition Method using Markov Random Fields. | Rui Huang, Dimitris N. Metaxas, Vladimir Pavlovic |
| 2004 | ICTAI | Distinguishing Mislabeled Data from Correctly Labeled Data in Classifier Design. | Sundara Venkataraman, Dimitris N. Metaxas, Dmitriy Fradkin, Casimir A. Kulikowski, Ilya B. Muchnik |
| 2004 | MICCAI | Pulmonary Micronodule Detection from 3D Chest CT. | Sukmoon Chang, Hirosh Emoto, Dimitris N. Metaxas, Leon Axel |
| 2004 | MICCAI | 3D Cardiac Anatomy Reconstruction Using High Resolution CT Data. | Ting Chen, Dimitris N. Metaxas, Leon Axel |
| 2004 | MICCAI | Learning Coupled Prior Shape and Appearance Models for Segmentation. | Xiaolei Huang, Zhiguo Li, Dimitris N. Metaxas |
| 2003 | CVPR | Using Multiple Cues for Hand Tracking and Model Refinement. | Shan Lu, Dimitris N. Metaxas, Dimitris Samaras, John Oliensis |
| 2003 | CVPR | Deformable Model Based Shape Analysis Stone Tool Application. | Kyoungju Park, April Nowell, Dimitris N. Metaxas |
| 2003 | MICCAI | Scan-Conversion Algorithm for Ridge Point Detection on Tubular Objects. | Sukmoon Chang, Dimitris N. Metaxas, Leon Axel |
| 2003 | MICCAI | Gibbs Prior Models, Marching Cubes, and Deformable Models: A Hybrid Framework for 3D Medical Image Segmentation. | Ting Chen, Dimitris N. Metaxas |
| 2003 | MICCAI | Establishing Local Correspondences towards Compact Representations of Anatomical Structures. | Xiaolei Huang, Nikos Paragios, Dimitris N. Metaxas |
| 2003 | MICCAI | A Novel Stochastic Combination of 3D Texture Features for Automated Segmentation of Prostatic Adenocarcinoma from High Resolution MRI. | Anant Madabhushi, Michael D. Feldman, Dimitris N. Metaxas, Deborah Chute, John Tomaszewski |
| 2003 | MICCAI | Automated Model-Based Segmentation of the Left and Right Ventricles in Tagged Cardiac MRI. | Albert Montillo, Dimitris N. Metaxas, Leon Axel |
| 2003 | MICCAI | A Finite Element Model for Functional Analysis of 4D Cardiac-Tagged MR Images. | Kyoungju Park, Dimitris N. Metaxas, Leon Axel |
| 2002 | ICPR | Integration of Gibbs Prior Models and Deformable Models for 3D Medical Image Segmentation. | Ting Chen, Dimitris N. Metaxas |
| 2002 | MICCAI | In-vivo Strain and Stress Estimation of the Left Ventricle from MRI Images. | Zhenhua Hu, Dimitris N. Metaxas, Leon Axel |
| 2002 | MICCAI | Automated Segmentation of the Left and Right Ventricles in 4D Cardiac SPAMM Images. | Albert Montillo, Dimitris N. Metaxas, Leon Axel |
| 2002 | MICCAI | LV-RV Shape Modeling Based on a Blended Parameterized Model. | Kyoungju Park, Dimitris N. Metaxas, Leon Axel |
| 2001 | CVPR | Affine Arithmetic Based Estimation of Cue Distributions in Deformable Model Tracking. | Siome Goldenstein, Christian Vogler, Dimitris N. Metaxas |
| 2001 | CVPR | Improving the Scope of Deformable Model Shape and Motion Estimation. | Cristian Sminchisescu, Dimitris N. Metaxas, Sven J. Dickinson |
| 2001 | ICRA | Scalable Dynamical Systems for Multi-Agent Steering and Simulation. | Siome Goldenstein, Menelaos I. Karavelas, Dimitris N. Metaxas, Leonidas J. Guibas, Ambarish Goswami |
| 2001 | IVA | A Framework for Reasoning about Animation Systems. | Eric Aaron, Dimitris N. Metaxas, Franjo Ivancic |
| 2001 | MICCAI | Methods for Modeling and Predicting Mechanical Deformations of the Breast Under External Perturbations. | Fred S. Azar, Dimitris N. Metaxas, Mitchell D. Schnall |
| 2001 | MICCAI | Hybrid Segmentation of Anatomical Data. | Celina Imielinska, Dimitris N. Metaxas, Jayaram K. Udupa, Yinpeng Jin, Ting Chen |
| 2000 | CGI | LaTex Human Motion Planning Based on Recursive Dynamics and Optimal Control Techniques. | Gang Huang, Dimitris N. Metaxas, Janzen Lo |
| 2000 | CVPR | Variable Albedo Surface Reconstruction from Stereo and Shape from Shading. | Dimitris Samaras, Dimitris N. Metaxas, Pascal Fua, Yvan G. Leclerc |
| 2000 | MICCAI | Image Segmentation Based on the Integration of Markov Random Fields and Deformable Models. | Ting Chen, Dimitris N. Metaxas |
| 2000 | PG | Animation of Human Locomotion Using Sagittal Elevation Angles. | Harold C. Sun, Dimitris N. Metaxas |
| 1999 | BMVC | Deformable Models for Segmentation, 3D Shape and Motion Estimation and Recognition. | Dimitris N. Metaxas |
| 1999 | CVPR | Combining Information using Hard Constraints. | Douglas DeCarlo, Dimitris N. Metaxas |
| 1999 | ICCV | Coupled Lighting Direction and Shape Estimation from Single Images. | Dimitris Samaras, Dimitris N. Metaxas |
| 1999 | ICCV | Parallel Hidden Markov Models for American Sign Language Recognition. | Christian Vogler, Dimitris N. Metaxas |
| 1998 | CVPR | Image Segmentation Based on the Integration of Pixel Affinity and Deformable Models. | Timothy N. Jones, Dimitris N. Metaxas |
| 1998 | CVPR | Incorporating Illumination Constraints in Deformable Models. | Dimitris Samaras, Dimitris N. Metaxas |
| 1998 | ICCV | Deformable Model-Based Shape and Motion Analysis from Images using Motion Residual Error. | Douglas DeCarlo, Dimitris N. Metaxas |
| 1998 | ICCV | ASL Recognition Based on a Coupling Between HMMs and 3D Motion Analysis. | Christian Vogler, Dimitris N. Metaxas |
| 1998 | MICCAI | Motion Analysis of the Right Ventricle From MRI Images. | Edith Haber, Dimitris N. Metaxas, Leon Axel |
| 1998 | MICCAI | Patient-Specific Analysis of Left Ventricular Blood Flow. | Timothy N. Jones, Dimitris N. Metaxas |
| 1998 | SIGGRAPH | An Anthropometric Face Model Using Variational Techniques. | Douglas DeCarlo, Dimitris N. Metaxas, Matthew Stone |
| 1997 | CGI | Controlling Fluid Animation. | Nick Foster, Dimitris N. Metaxas |
| 1996 | CVPR | The Integration of Optical Flow and Deformable Models with Applications to Human Face Shape and Motion Estimation. | Douglas DeCarlo, Dimitris N. Metaxas |
| 1996 | CVPR | Model-based estimation of 3D human motion with occlusion based on active multi-viewpoint selection. | Ioannis A. Kakadiaris, Dimitris N. Metaxas |
| 1996 | ECCV | Elastically Adaptive Deformable Models. | Dimitris N. Metaxas, Ioannis A. Kakadiaris |
| 1995 | ICCV | Adaptive Shape Evolution Using Blending. | Douglas DeCarlo, Dimitris N. Metaxas |
| 1995 | ICCV | 3D Human Body Model Acquisition from Multiple Views. | Ioannis A. Kakadiaris, Dimitris N. Metaxas |
| 1995 | ICCV | Volumetric Deformable Models with Parameter Functions: A New Approach to the 3D Motion Analysis of the LV from MRI-SPAMM. | Jinah Park, Dimitris N. Metaxas, Leon Axel |
| 1994 | AAAI | A New Approach to Tracking 3D Objects in 2D Image Sequences | Michael Chan, Dimitris N. Metaxas, Sven J. Dickinson |
| 1994 | CBMS | Model-based analysis of cardiac motion from tagged MRI data. | Jinah Park, Dimitris N. Metaxas, Alistair A. Young, Leon Axel |
| 1994 | CVPR | Blended deformable models. | Douglas DeCarlo, Dimitris N. Metaxas |
| 1994 | CVPR | Active part-decomposition, shape and motion estimation of articulated objects: a physics-based approach. | Ioannis A. Kakadiaris, Dimitris N. Metaxas, Ruzena Bajcsy |
| 1994 | CVPR | Deformable models with parameter functions: application to heart-wall modeling. | Jinah Park, Dimitris N. Metaxas, Alistair A. Young |
| 1994 | CVPR | Object representation for object recognition. | Jean Ponce, Ruzena Bajcsy, Dimitris N. Metaxas, Thomas O. Binford, David A. Forsyth, Martial Hebert, Katsushi Ikeuchi, Avinash C. Kak, Linda G. Shapiro, Stan Sclaroff, Alex Pentland, George C. Stockman |
| 1994 | ECCV | Hierarchical Shape Representation Using Locally Adaptive Finite Elements. | Eunyoung Koh, Dimitris N. Metaxas, Norman I. Badler |
| 1994 | ICPR | Physics-based object pose and shape estimation from multiple views. | Michael Chan, Dimitris N. Metaxas |
| 1994 | ICPR | Physics-based tracking of 3D objects in 2D image sequences. | Michael Chan, Dimitris N. Metaxas, Sven J. Dickinson |
| 1993 | ICCV | Integration of quantitative and qualitative techniques for deformable model fitting from orthographic, perspective, and stereo projections. | Dimitris N. Metaxas, Sven J. Dickinson |
| 1991 | CVPR | Constrained deformable superquadrics and nonrigid motion tracking. | Dimitris N. Metaxas, Demetri Terzopoulos |
| 1990 | ICCV | Dynamic 3D models with local and global deformations: deformable superquadrics. | Demetri Terzopoulos, Dimitris N. Metaxas |
| 1989 | PODS | Declustering Using Error Correcting Codes. | Christos Faloutsos, Dimitris N. Metaxas |