Shaohua Kevin Zhou

223 papers A* 23A 5B 10C 1Misc 1Journal 73Unranked 101

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A self-supervised framework for emphysema anomaly detection and staging in computed tomography scans. Patterns Xiang Zhang, Mingyue Zhao, Fei Yao, Wenxin Ma, Jin Zhang, Yueze Li, Xiuxiu Zhou, Yu Guan, Yi Xiao, Li Fan, Shaohua Kevin Zhou, Shiyuan Liu
2026	J	`jnl`	Concept-to-Pixel: Prompt-Free Universal Medical Image Segmentation. CoRR Haoyun Chen, Fenghe Tang, Wenxin Ma, Shaohua Kevin Zhou
2026	J	`jnl`	DiffVP: Differential Visual Semantic Prompting for LLM-Based CT Report Generation. CoRR Yuhe Tian, Kun Zhang, Haoran Ma, Rui Yan, Yingtai Li, Rongsheng Wang, Shaohua Kevin Zhou
2026	J	`jnl`	GreenRFM: Toward a resource-efficient radiology foundation model. CoRR Yingtai Li, Shuai Ming, Mingyue Zhao, Haoran Lai, Rongsheng Wang, Rui Zhou, Rundong Wang, Yujia Li, Wei Wei, Shaohua Kevin Zhou
2026	J	`jnl`	MMNavAgent: Multi-Magnification WSI Navigation Agent for Clinically Consistent Whole-Slide Analysis. CoRR Zhengyang Xu, Han Li, Jingsong Liu, Linrui Xie, Xun Ma, Xin You, Shihui Zu, Ayako Ito, Xinyu Hao, Hongming Xu, Shaohua Kevin Zhou, Nassir Navab, Peter J. Schüffler
2026	J	`jnl`	Med3D-R1: Incentivizing Clinical Reasoning in 3D Medical Vision-Language Models for Abnormality Diagnosis. CoRR Haoran Lai, Zihang Jiang, Kun Zhang, Qingsong Yao, Rongsheng Wang, Zhiyang He, Xiaodong Tao, Wei Wei, Shaohua Kevin Zhou
2026	J	`jnl`	Prediction model for pavement quality index (PQI) based on multi-source data fusion. Knowl. Based Syst. Hansong Wu, Jinxi Zhang, Yuzhen Liu, Lei Nie, Shaohua Kevin Zhou
2026	J	`jnl`	UCAD: Uncertainty-guided Contour-aware Displacement for semi-supervised medical image segmentation. CoRR Chengbo Ding, Fenghe Tang, Shaohua Kevin Zhou
2025	J	`jnl`	A High-Quality Dataset and Reliable Evaluation for Interleaved Image-Text Generation. CoRR Yukang Feng, Jianwen Sun, Chuanhao Li, Zizhen Li, Jiaxin Ai, Fanrui Zhang, Yifan Chang, Shaohua Kevin Zhou, Shenglin Zhang, Yu Dai, Kaipeng Zhang
2025	J	`jnl`	A Multi-start Algorithm with Iterated Decremental Local Search for Minimum Capacitated Dominating Set Problem in Large Graphs. Memetic Comput. Shuli Hu, Shaohua Kevin Zhou, Dian Ling, Jiaqi Li, Ruizhi Li, Yupeng Zhou, Minghao Yin
2025	—	`conf`	Dyna3DGR: 4D Cardiac Motion Tracking with Dynamic 3D Gaussian Representation. MICCAI (2) Xueming Fu, Pei Wu, Yingtai Li, Xin Luo, Zihang Jiang, Junhao Mei, Jian Lu, Gao-Jun Teng, Shaohua Kevin Zhou
2025	J	`jnl`	FlareX: A Physics-Informed Dataset for Lens Flare Removal via 2D Synthesis and 3D Rendering. CoRR Lishen Qu, Zhihao Liu, Jinshan Pan, Shaohua Kevin Zhou, Jinglei Shi, Duosheng Chen, Jufeng Yang
2025	J	`jnl`	From pretraining to privacy: federated ultrasound foundation model with self-supervised learning. npj Digit. Medicine Yuncheng Jiang, Chun-Mei Feng, Jinke Ren, Jun Wei, Zixun Zhang, Yiwen Hu, Yunbi Liu, Rui Sun, Xuemei Tang, Juan Du, Xiang Wan, Yong Xu, Bo Du, Xin Gao, Guangyu Wang, Shaohua Kevin Zhou, Shuguang Cui, Zhen Li
2025	J	`jnl`	Fusion of Heterogeneous Pathology Foundation Models for Whole Slide Image Analysis. CoRR Zhidong Yang, Xiuhui Shi, Wei Ba, Zhigang Song, Haijing Luan, Taiyuan Hu, Senlin Lin, Jiguang Wang, Shaohua Kevin Zhou, Rui Yan
2025	J	`jnl`	MACD: Multi-Agent Clinical Diagnosis with Self-Learned Knowledge for LLM. CoRR Wenliang Li, Rui Yan, Xu Zhang, Li Chen, Hongji Zhu, Jing Zhao, Junjun Li, Mengru Li, Wei Cao, Zihang Jiang, Wei Wei, Kun Zhang, Shaohua Kevin Zhou
2025	J	`jnl`	MedReason-R1: Learning to Reason for CT Diagnosis with Reinforcement Learning and Local Zoom. CoRR Yifan Li, Fenghe Tang, Yingtai Li, Shaohua Kevin Zhou
2025	—	`conf`	More Performant and Scalable: Rethinking Contrastive Vision-Language Pre-training of Radiology in the LLM Era. MICCAI (7) Yingtai Li, Haoran Lai, Xiaoqian Zhou, Shuai Ming, Wenxin Ma, Wei Wei, Shaohua Kevin Zhou
2025	J	`jnl`	More performant and scalable: Rethinking contrastive vision-language pre-training of radiology in the LLM era. CoRR Yingtai Li, Haoran Lai, Xiaoqian Zhou, Shuai Ming, Wenxin Ma, Wei Wei, Shaohua Kevin Zhou
2025	—	`conf`	NeRF-Based CBCT Reconstruction Needs Normalization and Initialization. MICCAI (16) Zhuowei Xu, Han Li, Dai Sun, Zhicheng Li, Yujia Li, Qingpeng Kong, Zhiwei Cheng, Nassir Navab, Shaohua Kevin Zhou
2025	—	`conf`	PATE: Enhancing Few-Shot Pathological Image Classification via Prompt-Based Text-Image Embedding Adaptation. MICCAI (6) Shenghao Chen, Zhen Huang, Xiaoqian Zhou, Han Li, Chunjiang Wang, Shaohua Kevin Zhou
2025	—	`conf`	Pre-trained LLM is a Semantic-Aware and Generalizable Segmentation Booster. MICCAI (10) Fenghe Tang, Wenxin Ma, Zhiyang He, Xiaodong Tao, Zihang Jiang, Shaohua Kevin Zhou
2025	—	`conf`	RadGS-Reg: Registering Spine CT with Biplanar X-Rays via Joint 3D Radiative Gaussians Reconstruction and 3D/3D Registration. MICCAI (9) Ao Shen, Xueming Fu, Junfeng Jiang, Qiang Zeng, Ye Tang, Zhengming Chen, Luming Nong, Feng Wang, Shaohua Kevin Zhou
2025	J	`jnl`	SRS: Siamese Reconstruction-Segmentation Network Based on Dynamic-Parameter Convolution. IEEE Trans. Image Process. Bingkun Nian, Fenghe Tang, Jianrui Ding, Jie Yang, Zhonglong Zheng, Shaohua Kevin Zhou, Wei Liu
2025	J	`jnl`	SimCroP: Radiograph Representation Learning with Similarity-driven Cross-granularity Pre-training. CoRR Rongsheng Wang, Fenghe Tang, Qingsong Yao, Rui Yan, Xu Zhang, Zhen Huang, Haoran Lai, Zhiyang He, Xiaodong Tao, Zihang Jiang, Shaohua Kevin Zhou
2025	J	`jnl`	Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model. CoRR Ailin Huang, Bingxin Li, Bruce Wang, Boyong Wu, Chao Yan, Chengli Feng, Heng Wang, Hongyu Zhou, Hongyuan Wang, Jingbei Li, Jianjian Sun, Joanna Wang, Mingrui Chen, Peng Liu, Ruihang Miao, Shilei Jiang, Fei Tian, Wang You, Xi Chen, Xuerui Yang, Yechang Huang, Yuxiang Zhang, Zheng Ge, Zheng Gong, Zhewei Huang, Zixin Zhang, Bin Wang, Bo Li, Buyun Ma, Changxin Miao, Changyi Wan, Chen Xu, Dapeng Shi, Dingyuan Hu, Enle Liu, Guanzhe Huang, Gulin Yan, Hanpeng Hu, Haonan Jia, Jiahao Gong, Jiaoren Wu, Jie Wu, Jie Yang, Junzhe Lin, Kaixiang Li, Lei Xia, Longlong Gu, Ming Li, Nie Hao, Ranchen Ming, Shaoliang Pang, Siqi Liu, Song Yuan, Tiancheng Cao, Wen Li, Wenqing He, Xu Zhao, Xuelin Zhang, Yanbo Yu, Yinmin Zhong, Yu Zhou, Yuanwei Liang, Yuanwei Lu, Yuxiang Yang, Zidong Yang, Zili Zhang, Binxing Jiao, Heung-Yeung Shum, Jiansheng Chen, Jing Li, Xiangyu Zhang, Xinhao Zhang, Yibo Zhu, Daxin Jiang, Shaohua Kevin Zhou, Chen Hu
2025	J	`jnl`	U-Bench: A Comprehensive Understanding of U-Net through 100-Variant Benchmarking. CoRR Fenghe Tang, Chengqi Dong, Wenxin Ma, Zikang Xu, Heqin Zhu, Zihang Jiang, Rongsheng Wang, Yuhao Wang, Chenxu Wu, Shaohua Kevin Zhou
2025	—	`conf`	U-RWKV: Lightweight Medical Image Segmentation with Direction-Adaptive RWKV. MICCAI (11) Hongbo Ye, Fenghe Tang, Peiang Zhao, Zhen Huang, Dexin Zhao, Minghao Bian, Shaohua Kevin Zhou
2025	J	`jnl`	Zero-echo time magnetic resonance imaging for visualizing pulmonary neoplasms. BMC Medical Imaging Yanjie Zhao, Zhipeng Hao, Weiyin Vivian Liu, Yujin Wang, Shaohua Kevin Zhou, Liming Xia
2024	J	`jnl`	Hierarchically Contrastive Hard Sample Mining for Graph Self-Supervised Pretraining. IEEE Trans. Neural Networks Learn. Syst. Wenxuan Tu, Shaohua Kevin Zhou, Xinwang Liu, Chunpeng Ge, Zhiping Cai, Yue Liu
2024	J	`jnl`	Two-dimensional materials for future information technology: status and prospects. Sci. China Inf. Sci. Hao Qiu, Zhihao Yu, Tiange Zhao, Qi Zhang, Mingsheng Xu, Peifeng Li, Taotao Li, Wenzhong Bao, Yang Chai, Shula Chen, Yiqi Chen, Hui-Ming Cheng, Daoxin Dai, Zengfeng Di, Zhuo Dong, Xidong Duan, Yuhan Feng, Yu Fu, Jingshu Guo, Pengwen Guo, Yue Hao, Jun He, Xiao He, Jingyi Hu, Weida Hu, Zehua Hu, Xinyue Huang, Ziyang Huang, Ali Imran, Ziqiang Kong, Jia Li, Qian Li, Weisheng Li, Lei Liao, Bilu Liu, Can Liu, Chunsen Liu, Guanyu Liu, Kaihui Liu, Liwei Liu, Sheng Liu, Yuan Liu, Donglin Lu, Likuan Ma, Feng Miao, Zhenhua Ni, Jing Ning, Anlian Pan, Tian-Ling Ren, Haowen Shu, Litao Sun, Yue Sun, Quanyang Tao, Ziao Tian, Dong Wang, Hao Wang, Haomin Wang, Jialong Wang, Junyong Wang, Wenhui Wang, Xingjun Wang, Yeliang Wang, Yuwei Wang, Zhenyu Wang, Yao Wen, Haidi Wu, Hongzhao Wu, Jiangbin Wu, Yanqing Wu, Longfei Xia, Baixu Xiang, Luwen Xing, Qihua Xiong, Xiong Xiong, Jeffrey Xu, Tao Xu, Yang Xu, Liu Yang, Yi Yang, Yuekun Yang, Lei Ye, Yu Ye, Bin Yu, Ting Yu, Hui Zeng, Guangyu Zhang, Hongyun Zhang, Jincheng Zhang, Kai Zhang, Tao Zhang, Xinbo Zhang, Yanfeng Zhang, Chunsong Zhao, Yuda Zhao, Ting Zheng, Peng Zhou, Shaohua Kevin Zhou, Yuxuan Zhu, Deren Yang, Yi Shi, Han Wang, Xinran Wang
2023	J	`jnl`	UOD: Universal One-shot Detection of Anatomical Landmarks. CoRR Heqin Zhu, Quan Quan, Qingsong Yao, Zaiyi Liu, Shaohua Kevin Zhou
2021	J	`jnl`	Knowledge Matters: Radiology Report Generation with General and Specific Knowledge. CoRR Shuxin Yang, Xian Wu, Shen Ge, Shaohua Kevin Zhou, Li Xiao
2020	J	`jnl`	DuDoNet++: Encoding mask projection to reduce CT metal artifacts. CoRR Yuanyuan Lyu, Wei-An Lin, Jingjing Lu, Shaohua Kevin Zhou
2020	J	`jnl`	Joint Unsupervised Learning for the Vertebra Segmentation, Artifact Reduction and Modality Translation of CBCT Images. CoRR Yuanyuan Lyu, Haofu Liao, Heqin Zhu, Shaohua Kevin Zhou
2020	—	`conf`	Learning A Self-Inverse Network for Bidirectional Mri Image Synthesis. ISBI Zengming Shen, Yifan Chen, Shaohua Kevin Zhou, Bogdan Georgescu, Xuqi Liu, Thomas S. Huang
2020	J	`jnl`	XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors. CoRR Cheng Peng, Haofu Liao, Gina Wong, Jiebo Luo, Shaohua Kevin Zhou, Rama Chellappa
2019	—	`conf`	3D U MICCAI (2) Chao Huang, Hu Han, Qingsong Yao, Shankuan Zhu, Shaohua Kevin Zhou
2019	J	`jnl`	3D U CoRR Chao Huang, Hu Han, Qingsong Yao, Shankuan Zhu, Shaohua Kevin Zhou
2019	J	`jnl`	ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction. CoRR Haofu Liao, Wei-An Lin, Shaohua Kevin Zhou, Jiebo Luo
2019	—	`ch.`	Anisotropic Hybrid Network for Cross-Dimension Transferable Feature Learning in 3D Medical Images. Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Sasa Grbic, Weidong Cai, Dorin Comaniciu
2019	—	`conf`	Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction. MICCAI (6) Haofu Liao, Wei-An Lin, Jianbo Yuan, Shaohua Kevin Zhou, Jiebo Luo
2019	J	`jnl`	Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction. CoRR Haofu Liao, Wei-An Lin, Jianbo Yuan, Shaohua Kevin Zhou, Jiebo Luo
2019	J	`jnl`	Combo loss: Handling input and output imbalance in multi-organ segmentation. Comput. Medical Imaging Graph. Saeid Asgari Taghanaki, Yefeng Zheng, Shaohua Kevin Zhou, Bogdan Georgescu, Puneet Sharma, Daguang Xu, Dorin Comaniciu, Ghassan Hamarneh
2019	J	`jnl`	Deep Slice Interpolation via Marginal Super-Resolution, Fusion and Refinement. CoRR Cheng Peng, Wei-An Lin, Haofu Liao, Rama Chellappa, Shaohua Kevin Zhou
2019	A*	`conf`	DuDoNet: Dual Domain Network for CT Metal Artifact Reduction. CVPR Wei-An Lin, Haofu Liao, Cheng Peng, Xiaohang Sun, Jingdan Zhang, Jiebo Luo, Rama Chellappa, Shaohua Kevin Zhou
2019	J	`jnl`	DuDoNet: Dual Domain Network for CT Metal Artifact Reduction. CoRR Wei-An Lin, Haofu Liao, Cheng Peng, Xiaohang Sun, Jingdan Zhang, Jiebo Luo, Rama Chellappa, Shaohua Kevin Zhou
2019	—	`conf`	Encoding CT Anatomy Knowledge for Unpaired Chest X-ray Image Decomposition. MICCAI (6) Zeju Li, Han Li, Hu Han, Gonglei Shi, Jiannan Wang, Shaohua Kevin Zhou
2019	J	`jnl`	Encoding CT Anatomy Knowledge for Unpaired Chest X-ray Image Decomposition. CoRR Zeju Li, Han Li, Hu Han, Gonglei Shi, Jiannan Wang, Shaohua Kevin Zhou
2019	—	`conf`	Generative Mask Pyramid Network for CT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction. MICCAI (6) Haofu Liao, Wei-An Lin, Zhimin Huo, Levon Vogelsang, William J. Sehnert, Shaohua Kevin Zhou, Jiebo Luo
2019	J	`jnl`	Generative Mask Pyramid Network for CT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction. CoRR Haofu Liao, Wei-An Lin, Zhimin Huo, Levon Vogelsang, William J. Sehnert, Shaohua Kevin Zhou, Jiebo Luo
2019	A*	`conf`	Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation. CVPR Haofu Liao, Wei-An Lin, Jiarui Zhang, Jingdan Zhang, Jiebo Luo, Shaohua Kevin Zhou
2019	J	`jnl`	One-to-one Mapping for Unpaired Image-to-image Translation. CoRR Zengming Shen, Shaohua Kevin Zhou, Yifan Chen, Bogdan Georgescu, Xuqi Liu, Thomas S. Huang
2019	—	`conf`	Select, Attend, and Transfer: Light, Learnable Skip Connections. MLMI@MICCAI Saeid Asgari Taghanaki, Aïcha BenTaieb, Anmol Sharma, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Puneet Sharma, Zhoubing Xu, Dorin Comaniciu, Ghassan Hamarneh
2019	J	`jnl`	Towards Learning a Self-inverse Network for Bidirectional Image-to-image Translation. CoRR Zengming Shen, Yifan Chen, Shaohua Kevin Zhou, Bogdan Georgescu, Xuqi Liu, Thomas S. Huang
2019	J	`jnl`	Towards multi-sequence MR image recovery from undersampled k-space data. CoRR Cheng Peng, Wei-An Lin, Rama Chellappa, Shaohua Kevin Zhou
2018	—	`conf`	3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes. MICCAI (2) Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Olivier Pauly, Sasa Grbic, Thomas Mertelmeier, Julia Wicklein, Anna K. Jerebko, Weidong Cai, Dorin Comaniciu
2018	A*	`conf`	A Deep Cascade Network for Unaligned Face Attribute Classification. AAAI Hui Ding, Hao Zhou, Shaohua Kevin Zhou, Rama Chellappa
2018	—	`conf`	Adversarial Sparse-View CBCT Artifact Reduction. MICCAI (1) Haofu Liao, Zhimin Huo, William J. Sehnert, Shaohua Kevin Zhou, Jiebo Luo
2018	J	`jnl`	Adversarial Sparse-View CBCT Artifact Reduction. CoRR Haofu Liao, Zhimin Huo, William J. Sehnert, Shaohua Kevin Zhou, Jiebo Luo
2018	J	`jnl`	Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation. CoRR Saeid Asgari Taghanaki, Yefeng Zheng, Shaohua Kevin Zhou, Bogdan Georgescu, Puneet Sharma, Daguang Xu, Dorin Comaniciu, Ghassan Hamarneh
2018	—	`conf`	Face Completion with Semantic Knowledge and Collaborative Adversarial Learning. ACCV (1) Haofu Liao, Gareth Funka-Lea, Yefeng Zheng, Jiebo Luo, Shaohua Kevin Zhou
2018	J	`jnl`	Face Completion with Semantic Knowledge and Collaborative Adversarial Learning. CoRR Haofu Liao, Gareth Funka-Lea, Yefeng Zheng, Jiebo Luo, Shaohua Kevin Zhou
2018	A	`conf`	Learning to Prune Filters in Convolutional Neural Networks. WACV Qiangui Huang, Shaohua Kevin Zhou, Suya You, Ulrich Neumann
2018	J	`jnl`	Learning to Prune Filters in Convolutional Neural Networks. CoRR Qiangui Huang, Shaohua Kevin Zhou, Suya You, Ulrich Neumann
2018	J	`jnl`	Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks. CoRR Sebastian Gündel, Sasa Grbic, Bogdan Georgescu, Shaohua Kevin Zhou, Ludwig Ritschl, Andreas Meier, Dorin Comaniciu
2018	—	`conf`	Less is More: Simultaneous View Classification and Landmark Detection for Abdominal Ultrasound Images. MICCAI (2) Zhoubing Xu, Yuankai Huo, Jin Hyeong Park, Bennett A. Landman, Andy Milkowski, Sasa Grbic, Shaohua Kevin Zhou
2018	J	`jnl`	Less is More: Simultaneous View Classification and Landmark Detection for Abdominal Ultrasound Images. CoRR Zhoubing Xu, Yuankai Huo, Jin Hyeong Park, Bennett A. Landman, Andy Milkowski, Sasa Grbic, Shaohua Kevin Zhou
2018	—	`conf`	More Knowledge Is Better: Cross-Modality Volume Completion and 3D+2D Segmentation for Intracardiac Echocardiography Contouring. MICCAI (2) Haofu Liao, Yucheng Tang, Gareth Funka-Lea, Jiebo Luo, Shaohua Kevin Zhou
2018	J	`jnl`	More Knowledge is Better: Cross-Modality Volume Completion and 3D+2D Segmentation for Intracardiac Echocardiography Contouring. CoRR Haofu Liao, Yucheng Tang, Gareth Funka-Lea, Jiebo Luo, Shaohua Kevin Zhou
2018	J	`jnl`	Select, Attend, and Transfer: Light, Learnable Skip Connections. CoRR Saeid Asgari Taghanaki, Aïcha BenTaieb, Anmol Sharma, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Puneet Sharma, Sasa Grbic, Zhoubing Xu, Dorin Comaniciu, Ghassan Hamarneh
2017	J	`jnl`	3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes. CoRR Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Thomas Mertelmeier, Julia Wicklein, Anna K. Jerebko, Sasa Grbic, Olivier Pauly, Weidong Cai, Dorin Comaniciu
2017	J	`jnl`	A Deep Cascade Network for Unaligned Face Attribute Classification. CoRR Hui Ding, Hao Zhou, Shaohua Kevin Zhou, Rama Chellappa
2017	—	`conf`	Automatic Liver Segmentation Using an Adversarial Image-to-Image Network. MICCAI (3) Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Sasa Grbic, Dimitris N. Metaxas, Dorin Comaniciu
2017	J	`jnl`	Automatic Liver Segmentation Using an Adversarial Image-to-Image Network. CoRR Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Sasa Grbic, Dimitris N. Metaxas, Dorin Comaniciu
2017	—	`conf`	Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. IPMI Dong Yang, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, Shaohua Kevin Zhou, Zhoubing Xu, Jin Hyeong Park, Mingqing Chen, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu
2017	J	`jnl`	Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. CoRR Dong Yang, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, Shaohua Kevin Zhou, Zhoubing Xu, Jin Hyeong Park, Mingqing Chen, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu
2017	—	`conf`	Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes. MICCAI (3) 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	—	`book`	Deep Learning for Medical Image Analysis, 1st Edition Shaohua Kevin Zhou, Hayit Greenspan, Dinggang Shen
2017	—	`ch.`	Deep Networks and Mutual Information Maximization for Cross-Modal Medical Image Synthesis. Deep Learning for Medical Image Analysis Raviteja Vemulapalli, Hien Van Nguyen, Shaohua Kevin Zhou
2017	B	`conf`	FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition. FG Hui Ding, Shaohua Kevin Zhou, Rama Chellappa
2017	—	`conf`	Supervised Action Classifier: Approaching Landmark Detection as Image Partitioning. MICCAI (3) Zhoubing Xu, Qiangui Huang, Jin Hyeong Park, Mingqing Chen, Daguang Xu, Dong Yang, David Liu, Shaohua Kevin Zhou
2016	J	`jnl`	FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition. CoRR Hui Ding, Shaohua Kevin Zhou, Rama Chellappa
2016	—	`conf`	Iterative Multi-domain Regularized Deep Learning for Anatomical Structure Detection and Segmentation from Ultrasound Images. MICCAI (2) Hao Chen, Yefeng Zheng, Jin Hyeong Park, Pheng-Ann Heng, Shaohua Kevin Zhou
2016	J	`jnl`	Iterative Multi-domain Regularized Deep Learning for Anatomical Structure Detection and Segmentation from Ultrasound Images. CoRR Hao Chen, Yefeng Zheng, Jin Hyeong Park, Pheng-Ann Heng, Shaohua Kevin Zhou
2016	J	`jnl`	Scene Labeling using Recurrent Neural Networks with Explicit Long Range Contextual Dependency. CoRR Qiangui Huang, Weiyue Wang, Shaohua Kevin Zhou, Suya You, Ulrich Neumann
2015	J	`jnl`	Automatic Segmentation of Spinal Canals in CT Images via Iterative Topology Refinement. IEEE Trans. Medical Imaging Qian Wang, Le Lu, Dijia Wu, Noha Youssry El-Zehiry, Yefeng Zheng, Dinggang Shen, Shaohua Kevin Zhou
2015	—	`conf`	Cross-Domain Synthesis of Medical Images Using Efficient Location-Sensitive Deep Network. MICCAI (1) Hien Van Nguyen, Shaohua Kevin Zhou, Raviteja Vemulapalli
2015	—	`ch.`	Face Recognition, Video-Based. Encyclopedia of Biometrics Rama Chellappa, Gaurav Aggarwal, Shaohua Kevin Zhou
2015	A*	`conf`	Unsupervised Cross-Modal Synthesis of Subject-Specific Scans. ICCV Raviteja Vemulapalli, Hien Van Nguyen, Shaohua Kevin Zhou
2014	J	`jnl`	Automatic Detection and Measurement of Structures in Fetal Head Ultrasound Volumes Using Sequential Estimation and Integrated Detection Network (IDN). IEEE Trans. Medical Imaging Michal Sofka, Jingdan Zhang, Sara Good, Shaohua Kevin Zhou, Dorin Comaniciu
2014	J	`jnl`	Discriminative anatomy detection: Classification vs regression. Pattern Recognit. Lett. Shaohua Kevin Zhou
2014	—	`conf`	Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints. MICCAI (1) Neil Birkbeck, Timo Kohlberger, Jingdan Zhang, Michal Sofka, Jens N. Kaftan, Dorin Comaniciu, Shaohua Kevin Zhou
2014	—	`conf`	Segmentation of Multiple Knee Bones from CT for Orthopedic Knee Surgery Planning. MICCAI (1) Dijia Wu, Michal Sofka, Neil Birkbeck, Shaohua Kevin Zhou
2013	—	`conf`	Anatomical landmark detection using multiple instance boosting with spatial regularization. ISBI Paul Swoboda, David Liu, Shaohua Kevin Zhou
2013	—	`conf`	Automatic Nuchal Translucency Measurement from Ultrasonography. MICCAI (3) Jin Hyeong Park, Michal Sofka, Sunmi Lee, Daeyoung Kim, Shaohua Kevin Zhou
2013	—	`conf`	Hierarchical Discriminative Framework for Detecting Tubular Structures in 3D Images. IPMI Dirk Breitenreicher, Michal Sofka, Stefan Britzen, Shaohua Kevin Zhou
2013	—	`conf`	Learning the Manifold of Quality Ultrasound Acquisition. MICCAI (1) Noha Youssry El-Zehiry, Michelle Yan, Sara Good, Tong Fang, Shaohua Kevin Zhou, Leo J. Grady
2013	J	`jnl`	Lymph node detection and segmentation in chest CT data using discriminative learning and a spatial prior. Medical Image Anal. Johannes Feulner, Shaohua Kevin Zhou, Matthias Hammon, Joachim Hornegger, Dorin Comaniciu
2013	—	`conf`	Rapid Multi-organ Segmentation Using Context Integration and Discriminative Models. IPMI Nathan Lay, Neil Birkbeck, Jingdan Zhang, Shaohua Kevin Zhou
2013	J	`jnl`	Recognizing Interactive Group Activities Using Temporal Interaction Matrices and Their Riemannian Statistics. Int. J. Comput. Vis. Ruonan Li, Rama Chellappa, Shaohua Kevin Zhou
2013	—	`conf`	Semantic Context Forests for Learning-Based Knee Cartilage Segmentation in 3D MR Images. MCV Quan Wang, Dijia Wu, Le Lu, Meizhu Liu, Kim L. Boyer, Shaohua Kevin Zhou
2013	J	`jnl`	Semantic Context Forests for Learning-Based Knee Cartilage Segmentation in 3D MR Images. CoRR Quan Wang, Dijia Wu, Le Lu, Meizhu Liu, Kim L. Boyer, Shaohua Kevin Zhou
2013	J	`jnl`	Spine detection in CT and MR using iterated marginal space learning. Medical Image Anal. B. Michael Kelm, Michael Wels, Shaohua Kevin Zhou, Sascha Seifert, Michael Sühling, Yefeng Zheng, Dorin Comaniciu
2012	—	`conf`	A Cascade Learning Method for Liver Lesion Detection in CT Images. MCV Dijia Wu, David Liu, Michael Sühling, Shaohua Kevin Zhou, Christian Tietjen
2012	A*	`conf`	A learning based deformable template matching method for automatic rib centerline extraction and labeling in CT images. CVPR Dijia Wu, David Liu, Zoltan Puskas, Chao Lu, Andreas Wimmer, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou
2012	—	`conf`	Anatomical Landmark Detection Using Nearest Neighbor Matching and Submodular Optimization. MICCAI (3) David Liu, Shaohua Kevin Zhou
2012	J	`jnl`	Automatic Detection and Segmentation of Lymph Nodes From CT Data. IEEE Trans. Medical Imaging Adrian Barbu, Michael Sühling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu
2012	—	`conf`	Automatic computation of 2D cardiac measurements from B-mode echocardiography. Computer-Aided Diagnosis Jin Hyeong Park, Shaolei Feng, Shaohua Kevin Zhou
2012	—	`conf`	Automatic detection of liver lesion from 3D computed tomography images. CVPR Workshops Dijia Wu, David Liu, Michael Sühling, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou
2012	—	`conf`	Automatic fetal weight estimation using 3D ultrasonography. Computer-Aided Diagnosis Shaolei Feng, Shaohua Kevin Zhou, Wesley Lee
2012	—	`conf`	Precise Segmentation of Multiple Organs in CT Volumes Using Learning-Based Approach and Information Theory. MICCAI (2) Chao Lu, Yefeng Zheng, Neil Birkbeck, Jingdan Zhang, Timo Kohlberger, Christian Tietjen, Thomas Boettger, James S. Duncan, Shaohua Kevin Zhou
2011	J	`jnl`	A Probabilistic Model for Automatic Segmentation of the Esophagus in 3-D CT Scans. IEEE Trans. Medical Imaging Johannes Feulner, Shaohua Kevin Zhou, Matthias Hammon, Sascha Seifert, Martin Huber, Dorin Comaniciu, Joachim Hornegger, Alexander Cavallaro
2011	—	`conf`	A method for mass candidate detection and an application to liver lesion detection. Computer-Aided Diagnosis María Jimena Costa, Alexey Tsymbal, William Nguatem, Michael Sühling, Shaohua Kevin Zhou, Dorin Comaniciu
2011	—	`conf`	Automatic Contrast Phase Estimation in CT Volumes. MICCAI (3) Michal Sofka, Dijia Wu, Michael Sühling, David Liu, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou
2011	—	`conf`	Automatic Multi-organ Segmentation Using Learning-Based Segmentation and Level Set Optimization. MICCAI (3) Timo Kohlberger, Michal Sofka, Jingdan Zhang, Neil Birkbeck, Jens Wetzl, Jens N. Kaftan, Jérôme Declerck, Shaohua Kevin Zhou
2011	J	`jnl`	Comparing axial CT slices in quantized N-dimensional SURF descriptor space to estimate the visible body region. Comput. Medical Imaging Graph. Johannes Feulner, Shaohua Kevin Zhou, Elli Angelopoulou, Sascha Seifert, Alexander Cavallaro, Joachim Hornegger, Dorin Comaniciu
2011	—	`conf`	Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography. MICCAI (3) B. Michael Kelm, Sushil Mittal, Yefeng Zheng, Alexey Tsymbal, Dominik Bernhardt, Fernando Vega Higuera, Shaohua Kevin Zhou, Peter Meer, Dorin Comaniciu
2011	—	`conf`	Efficient Detection of Native and Bypass Coronary Ostia in Cardiac CT Volumes: Anatomical vs. Pathological Structures. MICCAI (3) Yefeng Zheng, Hüseyin Tek, Gareth Funka-Lea, Shaohua Kevin Zhou, Fernando Vega Higuera, Dorin Comaniciu
2011	—	`conf`	Endocardium tracking by fusing optical flows in straightened images with learning based detections. ISBI Peng Wang, Shaohua Kevin Zhou, Murrill Szucs
2011	—	`ch.`	Face Tracking and Recognition in Video. Handbook of Face Recognition Rama Chellappa, Ming Du, Pavan K. Turaga, Shaohua Kevin Zhou
2011	—	`conf`	Fast boosting trees for classification, pose detection, and boundary detection on a GPU. CVPR Workshops Neil Birkbeck, Michal Sofka, Shaohua Kevin Zhou
2011	—	`conf`	Integrated Detection Network (IDN) for pose and boundary estimation in medical images. ISBI Michal Sofka, Kristof Ralovich, Neil Birkbeck, Jingdan Zhang, Shaohua Kevin Zhou
2011	—	`conf`	Learning distance function for regression-based 4D pulmonary trunk model reconstruction estimated from sparse MRI data. Image-Guided Procedures Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Bogdan Georgescu, Shaohua Kevin Zhou, Joachim Hornegger, Dorin Comaniciu
2011	A*	`conf`	Learning-based hypothesis fusion for robust catheter tracking in 2D X-ray fluoroscopy. CVPR Wen Wu, Terrence Chen, Peng Wang, Shaohua Kevin Zhou, Dorin Comaniciu, Adrian Barbu, Norbert Strobel
2011	B	`conf`	Machine learning based vesselness measurement for coronary artery segmentation in cardiac CT volumes. Image Processing Yefeng Zheng, Maciej Loziczonek, Bogdan Georgescu, Shaohua Kevin Zhou, Fernando Vega Higuera, Dorin Comaniciu
2011	—	`conf`	Multi-part Left Atrium Modeling and Segmentation in C-Arm CT Volumes for Atrial Fibrillation Ablation. MICCAI (3) Yefeng Zheng, Tianzhou Wang, Matthias John, Shaohua Kevin Zhou, Jan M. Boese, Dorin Comaniciu
2011	—	`conf`	Multi-stage Learning for Robust Lung Segmentation in Challenging CT Volumes. MICCAI (3) Michal Sofka, Jens Wetzl, Neil Birkbeck, Jingdan Zhang, Timo Kohlberger, Jens N. Kaftan, Jérôme Declerck, Shaohua Kevin Zhou
2011	—	`conf`	Search for the best matching ultrasound frame based on spatial and temporal saliencies. Computer-Aided Diagnosis Shaolei Feng, Xiaoyan Xiang, Shaohua Kevin Zhou, Roee Lazebnik
2011	—	`conf`	Segmentation Based Features for Lymph Node Detection from 3-D Chest CT. MLMI Johannes Feulner, Shaohua Kevin Zhou, Matthias Hammon, Joachim Hornegger, Dorin Comaniciu
2010	—	`conf`	Auto-biometric for M-mode echocardiography. Computer-Aided Diagnosis Wei Zhang, Jin Hyeong Park, Shaohua Kevin Zhou
2010	—	`conf`	Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT: Application to Aortic Valve Implantation. MICCAI (1) Yefeng Zheng, Matthias John, Rui Liao, Jan M. Boese, Uwe Kirschstein, Bogdan Georgescu, Shaohua Kevin Zhou, Jörg Kempfert, Thomas Walther, Gernot Brockmann
2010	—	`conf`	Automatic Detection and Segmentation of Axillary Lymph Nodes. MICCAI (1) Adrian Barbu, Michael Sühling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu
2010	B	`conf`	Automatic landmark detection and scan range delimitation for topogram images using hierarchical network. Image Processing Wei Zhang, Frederic Mantlic, Shaohua Kevin Zhou
2010	B	`conf`	Body landmark detection for a fully automatic AAA stent graft planning software system. CBMS Jan Egger, Shaohua Kevin Zhou, Stefan Großkopf, David Liu, Christian Hopfgartner, Dominik Bernhardt, Christina Biermann, Christopher Nimsky, Bernd Freisleben
2010	—	`conf`	Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment Using CT and MRI Imaging. MICCAI (1) Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Bogdan Georgescu, Martin Huber, Andrew Mayall Taylor, Silvia Schievano, Shaohua Kevin Zhou, Joachim Hornegger, Dorin Comaniciu
2010	—	`conf`	Database-guided breast tumor detection and segmentation in 2D ultrasound images. Computer-Aided Diagnosis Jingdan Zhang, Shaohua Kevin Zhou, Shelby Brunke, Carol Lowery, Dorin Comaniciu
2010	—	`conf`	Detection and retrieval of cysts in joint ultrasound B-mode and elasticity breast images. ISBI Jingdan Zhang, Shaohua Kevin Zhou, Shelby Brunke, Carol Lowery, Dorin Comaniciu
2010	—	`conf`	Detection of 3D Spinal Geometry Using Iterated Marginal Space Learning. MCV B. Michael Kelm, Shaohua Kevin Zhou, Michael Sühling, Yefeng Zheng, Michael Wels, Dorin Comaniciu
2010	—	`conf`	Fast Automatic Detection of Calcified Coronary Lesions in 3D Cardiac CT Images. MLMI Sushil Mittal, Yefeng Zheng, Bogdan Georgescu, Fernando Vega Higuera, Shaohua Kevin Zhou, Peter Meer, Dorin Comaniciu
2010	—	`conf`	Fast and Automatic Heart Isolation in 3D CT Volumes: Optimal Shape Initialization. MLMI Yefeng Zheng, Fernando Vega Higuera, Shaohua Kevin Zhou, Dorin Comaniciu
2010	—	`conf`	Graph Based Interactive Detection of Curve Structures in 2D Fluoroscopy. MICCAI (3) Peng Wang, Wei-Shing Liao, Terrence Chen, Shaohua Kevin Zhou, Dorin Comaniciu
2010	—	`conf`	Learning Discriminative Distance Functions for Case Retrieval and Decision Support. ICDM (Workshops) Alexey Tsymbal, Martin Huber, Shaohua Kevin Zhou
2010	J	`jnl`	Learning Discriminative Distance Functions for Case Retrieval and Decision Support. Trans. Case Based Reason. Alexey Tsymbal, Martin Huber, Shaohua Kevin Zhou
2010	B	`conf`	Learning discriminative distance functions for valve retrieval and improved decision support in valvular heart disease. Image Processing Ingmar Voigt, Dime Vitanovski, Razvan Ioan Ionasec, Alexey Tsymbal, Bogdan Georgescu, Shaohua Kevin Zhou, Martin Huber, Nassir Navab, Joachim Hornegger, Dorin Comaniciu
2010	A*	`conf`	Lymph node detection in 3-D chest CT using a spatial prior probability. CVPR Johannes Feulner, Shaohua Kevin Zhou, Martin Huber, Joachim Hornegger, Dorin Comaniciu, Alexander Cavallaro
2010	—	`conf`	Model-Based Esophagus Segmentation from CT Scans Using a Spatial Probability Map. MICCAI (1) Johannes Feulner, Shaohua Kevin Zhou, Martin Huber, Alexander Cavallaro, Joachim Hornegger, Dorin Comaniciu
2010	A*	`conf`	Multiple object detection by sequential monte carlo and Hierarchical Detection Network. CVPR Michal Sofka, Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu
2010	J	`jnl`	Robust Height Estimation of Moving Objects From Uncalibrated Videos. IEEE Trans. Image Process. Jie Shao, Shaohua Kevin Zhou, Rama Chellappa
2010	A*	`conf`	Search strategies for multiple landmark detection by submodular maximization. CVPR David Liu, Shaohua Kevin Zhou, Dominik Bernhardt, Dorin Comaniciu
2010	J	`jnl`	Shape regression machine and efficient segmentation of left ventricle endocardium from 2D B-mode echocardiogram. Medical Image Anal. Shaohua Kevin Zhou
2009	J	`jnl`	Appearance Modeling Using a Geometric Transform. IEEE Trans. Image Process. Jian Li, Shaohua Kevin Zhou, Rama Chellappa
2009	A*	`conf`	Automatic fetal face detection from ultrasound volumes via learning 3D and 2D information. CVPR Shaolei Feng, Shaohua Kevin Zhou, Sara Good, Dorin Comaniciu
2009	A*	`conf`	Automatic ovarian follicle quantification from 3D ultrasound data using global/local context with database guided segmentation. ICCV Terrence Chen, Wei Zhang, Sara Good, Shaohua Kevin Zhou, Dorin Comaniciu
2009	A*	`conf`	Constrained marginal space learning for efficient 3D anatomical structure detection in medical images. CVPR Yefeng Zheng, Bogdan Georgescu, Haibin Ling, Shaohua Kevin Zhou, Michael Scheuering, Dorin Comaniciu
2009	B	`conf`	Context ranking machine and its application to rigid localization of deformable objects. ICIP Birkan Tunç, Shaohua Kevin Zhou, Jin Hyeong Park, Muhittin Gökmen
2009	—	`conf`	Coronary Tree Extraction Using Motion Layer Separation. MICCAI (1) Wei Zhang, Haibin Ling, Simone Prummer, Shaohua Kevin Zhou, Martin Ostermeier, Dorin Comaniciu
2009	B	`conf`	Estimating the body portion of CT volumes by matching histograms of visual words. Image Processing Johannes Feulner, Shaohua Kevin Zhou, Sascha Seifert, Alexander Cavallaro, Joachim Hornegger, Dorin Comaniciu
2009	—	`ch.`	Face Recognition, Video-Based. Encyclopedia of Biometrics Rama Chellappa, Gaurav Aggarwal, Shaohua Kevin Zhou
2009	—	`conf`	Fast Automatic Segmentation of the Esophagus from 3D CT Data Using a Probabilistic Model. MICCAI (1) Johannes Feulner, Shaohua Kevin Zhou, Alexander Cavallaro, Sascha Seifert, Joachim Hornegger, Dorin Comaniciu
2009	B	`conf`	Hierarchical parsing and semantic navigation of full body CT data. Image Processing Sascha Seifert, Adrian Barbu, Shaohua Kevin Zhou, David Liu, Johannes Feulner, Martin Huber, Michael Sühling, Alexander Cavallaro, Dorin Comaniciu
2009	A*	`conf`	Learning multi-modal densities on Discriminative Temporal Interaction Manifold for group activity recognition. CVPR Ruonan Li, Rama Chellappa, Shaohua Kevin Zhou
2009	A*	`conf`	Robust guidewire tracking in fluoroscopy. CVPR Peng Wang, Terrence Chen, Ying Zhu, Wei Zhang, Shaohua Kevin Zhou, Dorin Comaniciu
2009	B	`conf`	Shape-based diagnosis of the aortic valve. Image Processing Razvan Ioan Ionasec, Alexey Tsymbal, Dime Vitanovski, Bogdan Georgescu, Shaohua Kevin Zhou, Nassir Navab, Dorin Comaniciu
2009	—	`ch.`	Similarity Learning for Motion Estimation. Semantic Mining Technologies for Multimedia Databases Shaohua Kevin Zhou, Jie Shao, Bogdan Georgescu, Dorin Comaniciu
2009	—	`conf`	The Neighborhood Graph for Clinical Case Retrieval and Decision Support within Health-e-Child CaseReasoner. LWA Alexey Tsymbal, Gabor Rendes, Martin Huber, Shaohua Kevin Zhou
2009	—	`conf`	Variational Graph Embedding for Globally and Locally Consistent Feature Extraction. ECML/PKDD (2) Shuang-Hong Yang, Hongyuan Zha, Shaohua Kevin Zhou, Bao-Gang Hu
2008	—	`conf`	AutoGate: Fast and Automatic Doppler Gate Localization in B-Mode Echocardiogram. MICCAI (2) Jin Hyeong Park, Shaohua Kevin Zhou, Costas Simopoulos, Dorin Comaniciu
2008	—	`conf`	Automatic Mitral Valve Inflow Measurements from Doppler Echocardiography. MICCAI (1) Jin Hyeong Park, Shaohua Kevin Zhou, John Jackson, Dorin Comaniciu
2008	A*	`conf`	Conditional density learning via regression with application to deformable shape segmentation. CVPR Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu, Leonard McMillan
2008	—	`conf`	Discriminative Learning for Deformable Shape Segmentation: A Comparative Study. ECCV (1) Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu, Leonard McMillan
2008	A*	`conf`	Hierarchical, learning-based automatic liver segmentation. CVPR Haibin Ling, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Michael Sühling, Dorin Comaniciu
2007	A*	`conf`	A boosting regression approach to medical anatomy detection. CVPR Shaohua Kevin Zhou, Jinghao Zhou, Dorin Comaniciu
2007	A*	`conf`	A probabilistic, hierarchical, and discriminant framework for rapid and accurate detection of deformable anatomic structure. ICCV Shaohua Kevin Zhou, Feng Guo, Gustavo Carneiro, John Jackson, M. Brendel, Costas Simopoulos, Joanne Otsuki, Dorin Comaniciu
2007	—	`ed.`	Analysis and Modeling of Faces and Gestures, Third International Workshop, AMFG 2007, Rio de Janeiro, Brazil, October 20, 2007, Proceedings AMFG Shaohua Kevin Zhou, Wenyi Zhao, Xiaoou Tang, Shaogang Gong
2007	J	`jnl`	Appearance Characterization of Linear Lambertian Objects, Generalized Photometric Stereo, and Illumination-Invariant Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Shaohua Kevin Zhou, Gaurav Aggarwal, Rama Chellappa, David W. Jacobs
2007	A*	`conf`	Automatic Cardiac View Classification of Echocardiogram. ICCV Jin Hyeong Park, Shaohua Kevin Zhou, Costas Simopoulos, Joanne Otsuki, Dorin Comaniciu
2007	J	`jnl`	Integrated Detection, Tracking and Recognition for IR Video-based Vehicle Classification. J. Comput. Xue Mei, Shaohua Kevin Zhou, Hao Wu, Fatih Porikli
2007	A*	`conf`	Joint Real-time Object Detection and Pose Estimation Using Probabilistic Boosting Network. CVPR Jingdan Zhang, Shaohua Kevin Zhou, Leonard McMillan, Dorin Comaniciu
2007	A	`conf`	Probabilistic Visual Tracking via Robust Template Matching and Incremental Subspace Update. ICME Xue Mei, Shaohua Kevin Zhou, Fatih Porikli
2007	A*	`conf`	Robust Visual Tracking Using the Time-Reversibility Constraint. ICCV Hao Wu, Rama Chellappa, Aswin C. Sankaranarayanan, Shaohua Kevin Zhou
2007	—	`conf`	Shape Regression Machine. IPMI Shaohua Kevin Zhou, Dorin Comaniciu
2007	—	`conf`	Visualizing Patient Similarity in Clinical Decision Support. LWA Alexey Tsymbal, Martin Huber, Sonja Zillner, Tamas Hauer, Shaohua Kevin Zhou
2006	—	`conf`	BoostMotion: Boosting a Discriminative Similarity Function for Motion Estimation. CVPR (2) Shaohua Kevin Zhou, Bogdan Georgescu, Dorin Comaniciu, Jie Shao
2006	—	`conf`	Example Based Non-rigid Shape Detection. ECCV (4) Yefeng Zheng, Xiang Sean Zhou, Bogdan Georgescu, Shaohua Kevin Zhou, Dorin Comaniciu
2006	J	`jnl`	From Sample Similarity to Ensemble Similarity: Probabilistic Distance Measures in Reproducing Kernel Hilbert Space. IEEE Trans. Pattern Anal. Mach. Intell. Shaohua Kevin Zhou, Rama Chellappa
2006	—	`conf`	Image-Based Multiclass Boosting and Echocardiographic View Classification. CVPR (2) Shaohua Kevin Zhou, Jin Hyeong Park, Bogdan Georgescu, Dorin Comaniciu, Costas Simopoulos, Joanne Otsuki
2006	—	`conf`	Integrated Detection, Tracking and Recognition for IR Video-Based Vehicle Classification. ICASSP (5) Xue Mei, Shaohua Kevin Zhou, Hao Wu
2006	—	`conf`	Integrating Video Information over Time. Example: Face Recognition from Video. Cognitive Vision Systems Volker Krüger, Shaohua Kevin Zhou, Rama Chellappa
2006	—	`conf`	Pairwise Active Appearance Model and Its Application to Echocardiography Tracking. MICCAI (1) Shaohua Kevin Zhou, Jie Shao, Bogdan Georgescu, Dorin Comaniciu
2005	—	`conf`	A Binary Decision Tree Implementation of a Boosted Strong Classifier. AMFG Shaohua Kevin Zhou
2005	—	`conf`	A method for converting a smiling face to a neutral face with applications to face recognition. ICASSP (2) Mahesh Ramachandran, Shaohua Kevin Zhou, Divya Jhalani, Rama Chellappa
2005	A*	`conf`	Appearance Modeling Under Geometric Context. ICCV Jian Li, Shaohua Kevin Zhou, Rama Chellappa
2005	A*	`conf`	Image Based Regression Using Boosting Method. ICCV Shaohua Kevin Zhou, Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu
2005	—	`book`	Recognition of Humans and Their Activities Using Video Rama Chellappa, Amit K. Roy-Chowdhury, Shaohua Kevin Zhou
2005	—	`conf`	Tracking Algorithm Using Background-Foreground Motion Models and Multiple Cues. ICASSP (2) Jie Shao, Shaohua Kevin Zhou, Rama Chellappa
2005	—	`conf`	Video Background Retrieval using Mosaic Images. ICASSP (2) Xue Mei, Mahesh Ramachandran, Shaohua Kevin Zhou
2004	—	`conf`	Appearance-based tracking and recognition using the 3D trilinear tensor. ICASSP (3) Jie Shao, Shaohua Kevin Zhou, Rama Chellappa
2004	—	`conf`	Characterization of Human Faces under Illumination Variations Using Rank, Integrability, and Symmetry Constraints. ECCV (1) Shaohua Kevin Zhou, Rama Chellappa, David W. Jacobs
2004	—	`conf`	Face Recognition Using More than One Still Image: What Is More? SINOBIOMETRICS Shaohua Kevin Zhou
2004	—	`conf`	Illuminating Light Field: Image-based Face Recognition Across Illuminations and Poses. FGR Shaohua Kevin Zhou, Rama Chellappa
2004	—	`conf`	Intra-Personal Kernel Space for Face Recognition. FGR Shaohua Kevin Zhou, Rama Chellappa, Baback Moghaddam
2004	—	`conf`	Multiple-Exemplar Discriminant Analysis for Face Recognition. ICPR (4) Shaohua Kevin Zhou, Rama Chellappa
2004	—	`conf`	Probabilistic Identity Characterization for Face Recognition. CVPR (2) Shaohua Kevin Zhou, Rama Chellappa
2004	—	`conf`	Probabilistic face recognition from compressed imagery. ICASSP (5) Jian Li, Shaohua Kevin Zhou
2004	—	`conf`	Robust Appearance-Based Tracking of Moving Object from Moving Platform. ICPR (4) Jie Shao, Shaohua Kevin Zhou, Qinfen Zheng
2004	—	`conf`	Robust two-camera tracking using homography. ICASSP (3) Zhanfeng Yue, Shaohua Kevin Zhou, Rama Chellappa
2004	B	`conf`	Simultaneous background and foreground modeling for tracking in surveillance video. ICIP Jie Shao, Shaohua Kevin Zhou, Rama Chellappa
2004	J	`jnl`	Visual tracking and recognition using appearance-adaptive models in particle filters. IEEE Trans. Image Process. Shaohua Kevin Zhou, Rama Chellappa, Baback Moghaddam
2003	—	`conf`	A comparison of subspace analysis for face recognition. ICASSP (3) Jian Li, Shaohua Kevin Zhou, Chandra Shekhar
2003	A	`conf`	A comparison of subspace analysis for face recognition. ICME Jian Li, Shaohua Kevin Zhou, Chandra Shekhar
2003	A	`conf`	Adaptive visual tracking and recognition using particle filters. ICME Shaohua Kevin Zhou, Rama Chellappa, Baback Moghaddam
2003	J	`jnl`	Probabilistic recognition of human faces from video. Comput. Vis. Image Underst. Shaohua Kevin Zhou, Volker Krüger, Rama Chellappa
2003	—	`conf`	Rank Constrained Recognition under Unknown Illuminations. AMFG Shaohua Kevin Zhou, Rama Chellappa
2003	—	`conf`	Simultaneous tracking and recognition of human faces from video. ICASSP (3) Shaohua Kevin Zhou, Rama Chellappa
2003	A	`conf`	Simultaneous tracking and recognition of human faces from video. ICME Shaohua Kevin Zhou, Rama Chellappa
2002	—	`conf`	A Robust Algorithm for Probabilistic Human Recognition From. ICPR (1) Shaohua Kevin Zhou, Rama Chellappa
2002	Misc	`conf`	Bayesian methods for face recognition from video. ICASSP Rama Chellappa, Shaohua Kevin Zhou, Baoxin Li
2002	—	`conf`	Exemplar-Based Face Recognition from Video. ECCV (4) Volker Krüger, Shaohua Kevin Zhou
2002	—	`conf`	Exemplar-Based Face Recognition from Video. FGR Volker Krüger, Shaohua Kevin Zhou
2002	—	`conf`	Face Recognition from Video: A CONDENSATION Approach. FGR Shaohua Kevin Zhou, Volker Krüger, Rama Chellappa
2002	—	`conf`	Probabilistic Human Recognition from Video. ECCV (3) Shaohua Kevin Zhou, Rama Chellappa
2002	—	`conf`	Probabilistic recognition of human faces from video. ICIP (1) Shaohua Kevin Zhou, Volker Krüger, Rama Chellappa
2002	C	`conf`	Synthesis of visual textures and perceptual asymmetry of visual texture perception. ICARCV Shaohua Kevin Zhou, Y. V. Venkatesh, C. C. Ko