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Publications

[My DBLP Entry] [My Google Scholar Entry]

Authors with * are my (co-)supervised students in these projects.

2016
Face Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Model.
Xiang Yu, Junzhou Huang, Shaoting Zhang, Dimitris Metaxas.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016.
Fusing Heterogeneous Features from Stacked Sparse Autoencoder for Histopathological Image Analysis.
Xiaofan Zhang*, Hang Dou, Tao Ju, Jun Xu, Shaoting Zhang.
IEEE Journal of Biomedical and Health Informatics (JBHI), 2016.
(Corresponding Author)

2015
High-Throughput Histopathological Image Analysis via Robust Cell Segmentation and Hashing.
Xiaofan Zhang*, Fuyong Xing, Hai Su, Lin Yang, Shaoting Zhang.
Medical Image Analysis (MedIA), Volume 26, Issue 1, Pages 306-315, 2015.
(Corresponding Author)
Query Specific Rank Fusion for Image Retrieval. [PDF] [Bibtex] [Patent] [Project] [Code]
Shaoting Zhang, Ming Yang, Timothee Cour, Kai Yu, Dimitris Metaxas.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Volume 37, Issue 4, Pages 803-815, 2015.
(Corresponding Author)
Robust Low-dose CT Perfusion Deconvolution via Tensor Total-Variation Regularization. [PDF] [Bibtex]
Ruogu, Fang, Shaoting Zhang, Tsuhan Chen, Pina C. Sanelli.
IEEE Transactions on Medical Imaging (TMI), Volume 34, Issue 7, Pages 1533-1548, 2015
Towards Large-Scale Histopathological Image Analysis: Hashing-Based Image Retrieval. [PDF] [Bibtex]
Xiaofan Zhang*, Wei Liu, Murat Dundar, Sunil Badve, Shaoting Zhang.
IEEE Transactions on Medical Imaging (TMI), Volume 34 Issue 2, Pages 496-506, 2015.
(Corresponding Author)
Computer-Aided Diagnosis of Mammographic Masses Using Scalable Image Retrieval. [PDF] [Bibtex]
Menglin Jiang*, Shaoting Zhang, Hongsheng Li, Dimitris Metaxas.
IEEE Transactions on Biomedical Engineering (TBME), Volume 62, Issue 2, Pages 783-792, 2015.
(Corresponding Author)
Is Interactional Dissynchrony a Clue to Deception? Insights from Automated Analysis of Nonverbal Visual Cues. [PDF] [Bibtex]
Xiang Yu*, Shaoting Zhang, Zhennan Yan, Fei Yang, Junzhou Huang, Norah Dunbar, M. Jensen, J.K. Burgoon, D.N. Metaxas.
IEEE Transactions on Cybernetics (TCYB), Volume 45, Issue 3, Pages 506-520, 2015.
(Corresponding Author)
A Homotopy-Based Sparse Representation for Fast and Accurate Shape Prior Modeling in Liver Surgical Planning. [PDF] [Code] [Bibtex]
Guotai Wang*, Shaoting Zhang, Hongzhi Xie, Dimitris Metaxas, Lixu Gu.
Medical Image Analysis (MedIA), Volume 19, Issue 1, Pages 176-186, 2015.
Learning Binary Codes for Maximum Inner Product Search. [PDF]
Fumin Shen, Wei Liu, Shaoting Zhang, Yang Yang, Heng Tao Shen.
International Conference on Computer Vision (ICCV), 2015.
PIEFA: Personalized Incremental and Ensemble Face Alignment. [PDF]
Xi Peng, Shaoting Zhang, Yang Yu, Dimitris Metaxas.
International Conference on Computer Vision (ICCV), 2015.
Joint Kernel-Based Supervised Hashing for Scalable Histopathological Image Analysis. [PDF]
Menglin Jiang*, Shaoting Zhang, Junzhou Huang, Lin Yang, Dimitris Metaxas.
The 18th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2015.
MICCAI Young Scientist Award (4 out of 810 submissions)
(Corresponding Author)
Robust Cell Detection and Segmentation in Histopathological Images using Sparse Reconstruction and Stacked Denoising Autoencoders. [PDF]
Hai Su, Fuyong Xing, Xiangfei Kong, Yuanpu Xie, Shaoting Zhang, Lin Yang.
The 18th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2015.
Finalist of MICCAI Young Scientist Award, Oral presentation 36/810 = ~4%
Fast Preconditioning for Accelerated Multi-Contrast MRI Reconstruction. [PDF]
Ruoyu Li, Yeqing Li, Ruogu Fang, Shaoting Zhang, Hao Pan, Junzhou Huang.
The 18th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2015.
Oral presentation 36/810 = ~4%
Weighted Hashing with Multiple Cues for Cell-Level Analysis of Histopathological Images. [PDF]
Xiaofan Zhang*, Hai Su, Lin Yang, Shaoting Zhang.
The 24th biennial international conference on Information Processing in Medical Imaging (IPMI) , 2015. acceptance rate, ~30%
(Corresponding Author)
Fine-Grained Histopathological Image Analysis via Robust Segmentation and Large-Scale Retrieval. [PDF] [Ext. abstract] [Bibtex]
Xiaofan Zhang*, Hai Su, Lin Yang, Shaoting Zhang.
The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. acceptance rate, 602 / 2123 = 28.4%
(Corresponding Author)
Fusing Heterogeneous Features for the Image-Guided Diagnosis of Intraductal Breast Lesions. [PDF]
Xiaofan Zhang*, Hang Dou, Tao Ju, Shaoting Zhang.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2015. oral presentation 130 / 714 = 18%
Finalist of Best Student Papers [Link]
Leveraging Coupled Multi-Index for Scalable Retrieval of Mammographic Masses. [PDF]
Menglin Jiang*, Shaoting Zhang, Ruogu Fang, Dimitris Metaxas.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2015. oral presentation 130 / 714 = 18%
Automated Anatomical Landmark Detection on Distal Femur Surface Using Convolutional Neural Network. [PDF]
Dong Yang, Shaoting Zhang, Zhennan Yan, Chaowei Tan, Kang Li, Dimitris Metaxas.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2015.

2014
Medical Computer Vision: Algorithms for Big Data (Springer LNCS 8848). [Proceeding] [Preface]
Bjoern Menze, Georg Langs, Albert Montillo, Michael Kelm, Henning Muller, Shaoting Zhang, Tom Cai, Dimitris Metaxas (Eds.).
International Workshop, MCV 2014, Held in Conjunction with MICCAI 2014, Cambridge, MA, USA, September 18, 2014.
A Robust Automated Markerless Registration Framework for Neurosurgery Navigation. [PDF]
Long Jiang*, Shaoting Zhang, Jie Yang, Xiahai Zhuang, Lixia Zhang, Lixu Gu.
International Journal of Medical Robotics and Computer Assisted Surgery, 2014.
Kinect-based automatic spatial registration framework for neurosurgical navigation. [PDF]
Lixia Zhang*, Shaoting Zhang, Hongzhi Xie, Xiahai Zhuang, Lixu Gu.
Journal of Shanghai Jiaotong University, Volume 19, Issue 5, pp 617-623, 2014.
Feature Matching with Affine-Function Transformation Models. [PDF] [Bibtex]
Hongsheng Li, Xiaolei Huang, Junzhou Huang, Shaoting Zhang.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Volume. 36, Issue. 12, Pages 2407-2422, 2014
Deformable Models with Sparsity Constraints for Cardiac Motion Analysis. [PDF] [Bibtex]
Yang Yu*, Shaoting Zhang, Kang Li, Dimitris Metaxas, Leon Axel.
Medical Image Analysis (MedIA), Volume 18, Issue 6, Pages 927-937, 2014.
(Corresponding Author)
Non-manual Grammatical Marker Recognition based on Multi-scale, Spatio-temporal Analysis of Head Pose and Facial Expressions. [PDF] [Bibtex]
Jingjing Liu, Bo Liu, Shaoting Zhang, Fei Yang, Peng Yang, Dimitris Metaxas and Carol Neidle.
Image and Vision Computing (IVC), Volume 32, Issue 10, Pages 671-681, 2014.
Best of Automatic Face and Gesture Recognition 2013 [Link]
(Corresponding Author)
Solving a Special Type of Jigsaw Puzzles: Banknote Reconstruction from a Large Number of Fragments. [PDF]
Hongsheng Li, Yuanjie Zheng, Shaoting Zhang, Jian Cheng.
IEEE Transactions on Multimedia (TMM), Volume 16 , Issue 2, Pages 571-578, 2014
Segmentation and Blood Flow Simulations of Patient-Specific Heart Data. [PDF]
Dimitris Metaxas, Scott Kulp, Mingchen Gao, Shaoting Zhang, Zhen Qian, Leon Axel.
Book chapter in Computational Surgery and Dual Training Computing, Robotics, and Imaging for the Surgical Platform
Chapter 5: Modeling, Simulation and Experimental data, 5.1 Cardiovascular, Springer, 2014.
Query Specific Fusion for Image Retrieval. [Link]
Co-inventor with Ming Yang and Kai Yu.
NEC Lab America, Inc, Patent Number: 8,762,390, approved in 6/24/2014.
Mining Histopathological Images via Composite Hashing and Online Learning. [PDF]
Xiaofan Zhang*, Lin Yang, Wei Liu, Hai Su, Shaoting Zhang.
The 17th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2014.
Early acceptance rate, ~10%. Student travel award
Scalable Histopathological Image Analysis via Active Learning. [PDF]
Yan Zhu*, Shaoting Zhang, Wei Liu, Dimitris Metaxas.
The 17th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2014.
Early acceptance rate, ~10%. Student travel award
Tensor Total-Variation Regularized Deconvolution for Efficient Low-Dose CT Perfusion. [PDF]
Ruogu Fang, Pina C. Sanelli, Shaoting Zhang, Tsuhan Chen.
The 17th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2014.
Detection of Mammographic Masses by Content-Based Image Retrieval. [PDF]
Menglin Jiang*, Shaoting Zhang, and Dimitris Metaxas.
The 5th MICCAI Workshop in Machine Learning and Medical Imaging, 2014. oral presentation
Mining Histopathological Images via Hashing-Based Scalable Image Retrieval. [PDF]
Xiaofan Zhang*, Wei Liu, Shaoting Zhang.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2014. oral presentation, ~120 / 600 = ~20%
Best Paper Travel Award (3 awardees out of ~600 submissions)
Scalable Sparse Shape Composition and Its Application to Liver Surgical Planning. [PDF] [Poster] [Code]
Guotai Wang*, Shaoting Zhang, Lixu Gu.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2014.
Robust and Efficient 3D Registration via Depth Map-Based Feature Point Matching in Image-Guided Neurosurgery. [PDF]
Jie Yang*, Shaoting Zhang, Xiahai Zhuang, Long Jiang, Lixu Gu.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2014.
Computer-Aided Diagnosis of Mammographic Masses Using Vocabulary Tree-Based Image Retrieval. [PDF]
Menglin Jiang*, Shaoting Zhang, Jingjing Liu, Tian Shen, Dimitris Metaxas.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2014. oral presentation, ~120 / 600 = ~20%
Robust Shape Prior Modeling based on Gaussian-Bernoulli Restricted Boltzmann Machine. [PDF]
Han Zhang*, Shaoting Zhang, Kang Li, Dimitris Metaxas.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2014. oral presentation, ~120 / 600 = ~20%
Morphological Analysis of the Papillary Muscles and the Trabeculae. [PDF]
Mingchen Gao, Chao Chen, Shaoting Zhang, Zhen Qian, Mani Vannan, Sarah Rinehart, Dimitris Metaxas, Leon Axel.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2014.

2013
A Review of Motion Analysis Methods for Human Nonverbal Communication Computing. [PDF] [Bibtex]
Dimitris Metaxas, Shaoting Zhang.
Image and Vision Computing (IVC), Volume 31, Issues 6-7, Pages 421-433, 2013. (an invited review/position paper)
A New Segmentation Framework Based on Sparse Shape Composition in Liver Surgery Planning System. [PDF] [Bibtex]
Guotai Wang*, Shaoting Zhang, Feng Li, Lixu Gu.
Medical Physics, Volume 40, Issue 5, Page 051913, 2013.
Chosen as the front cover and featured article of Medical Physics, May 2013, oral presentation in EBMC'13 [Slides]
3D Anatomical Shape Atlas Construction using Mesh Quality Preserved Deformable Models. [PDF] [Bibtex]
Shaoting Zhang, Yiqiang Zhan, Xinyi Cui, Mingchen Gao, Junzhou Huang, Dimitris Metaxas.
Computer Vision and Image Understanding (CVIU), Volume 117, Issue 9, Pages 1061-1071, 2013.
Adaptive Shape Prior Modeling via Online Dictionary Learning. [PDF]
Shaoting Zhang, Yiqiang Zhan, Yan Zhou, Dimitris Metaxas.
Book chapter in Computer Vision in Medical Imaging (Series in Computer Vision), World Scientific Publishing, 2013
Pose-free Facial Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Shape Model. [PDF] [Project] [Code] [Bibtex]
Xiang Yu, Junzhou Huang, Shaoting Zhang, Wang Yan, Dimitris Metaxas.
The 14th International Conference on Computer Vision (ICCV), 2013.
Acceptance rate: 413 / 1629 = 27.8%
Collaborative Multi Organ Segmentation by Integrating Deformable and Graphical Models. [PDF] [Bibtex]
Mustafa Uzunbas, Chao Chen, Shaoting Zhang, Kilian Pohl, Kang Li, Dimitris Metaxas.
The 16th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2013.
Acceptance rate: 262 / 798 = 32%
Segmenting the Papillary Muscles and the Trabeculae from High Resolution Cardiac CT through Restoration of Topological Handles. [PDF] [Bibtex]
Mingchen Gao, Chao Chen, Shaoting Zhang, Zhen Qian, Dimitris Metaxas, Leon Axel.
The 23rd biennial International Conference on Information Processing in Medical Imaging (IPMI), 2013.
Acceptance rate: ~60 / 200 = ~30%
Sparse Deformable Models with Application to Cardiac Motion Analysis. [PDF] [Bibtex]
Yang Yu*, Shaoting Zhang, Junzhou Huang, Dimitris Metaxas, Leon Axel.
The 23rd biennial International Conference on Information Processing in Medical Imaging (IPMI), 2013.
Acceptance rate: ~60 / 200 = ~30%
Accurate segmentation of brain images into 34 structures combining a non-stationary adaptive statistical atlas and a multi-atlas with applications to Alzheimer's disease. [PDF] [Bibtex]
Zhennan Yan*, Shaoting Zhang, Xiaofeng Liu, Dimitris Metaxas, Albert Montillo.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2013. oral presentation, 130 / 688 = 18.9%
Mouse LV 3D Motion and Strain Analysis using Tagged MRI. [PDF]
Yang Yu*, Shaoting Zhang, Zhennan Yan, Song Chen, Rong Zhou, Dimitris Metaxas.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2013. oral presentation, 130 / 688 = 18.9%
Papillary Muscles Analysis from High Resolution CT using Spatial-Temporal Skeleton Extraction. [PDF] [Video]
Lin Zhong*, Shaoting Zhang, Mingchen Gao, Junzhou Huang, Zhen Qian, Dimitris Metaxas, Leon Axel.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2013.
High Resolution Cardiac Shape Registration using RICCI Flow. [PDF]
Mingchen Gao, Rui Shi, Shaoting Zhang, Wei Zeng, Zhen Qian, Xianfeng Gu, Dimitris Metaxas, Leon Axel.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2013.
Practical Patient-Specific Cardiac Blood Flow Simulations Using SPH. [PDF] [Poster]
Scott Kulp, Mingchen Gao, Shaoting Zhang, Zhen Qian, Szilard Voros, Dimitris Metaxas, Leon Axel.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2013.
Recognizing Eyebrow and Periodic Head Gestures Using CRFs for Non-Manual Grammatical Marker Detection in ASL. [PDF]
Jingjing Liu, Bo Liu, Shaoting Zhang, Fei Yang, Peng Yang, Dimitris Metaxas and Carol Neidle.
IEEE International Conference on Automatic Face and Gesture Recognition, 2013. oral presentation, 36 / 300 = 12%

2012
Automatic Image Annotation and Retrieval Using Group Sparsity. [Online] [Code, Matlab] [Bibtex]
Shaoting Zhang, Junzhou Huang, Hongsheng Li and Dimitris Metaxas.
IEEE Transactions on Systems, Man, and Cybernetics: Part B, Volume 42, Issue 3: Pages 838-849, 2012.
Deformable Segmentation via Sparse Representation and Dictionary Learning. [PDF] [Bibtex]
Shaoting Zhang, Yiqiang Zhan and Dimitris Metaxas.
Medical Image Analysis (MedIA), Volume 16, Issue 7, Pages 1385-1396, 2012.
A selection of the best work presented at MICCAI 2011 [Link]
Towards Robust and Effective Shape Modeling: Sparse Shape Composition. [PDF] [Project] [Code, Python] [Matlab] [Bibtex]
Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris Metaxas and Xiang Zhou.
Medical Image Analysis (MedIA), Volume 16, Issue 1, Pages 265-277, 2012.
Top 25 hottest articles in Medical Image Analysis in 2012 and 2013 full years [2012] [2013] [Slides]
Temporal Spectral Residual for Fast Salient Motion Detection. [PDF] [Bibtex]
Xinyi Cui, Qingshan Liu, Shaoting Zhang, Fei Yang and Dimitris Metaxas.
Neurocomputing, Volume 86, 1, Pages 24-32, 2012.
Background Subtraction using Group Sparsity and Low Rank Constraint. [PDF] [Bibtex]
Xinyi Cui, Junzhou Huang, Shaoting Zhang and Dimitris Metaxas.
The 12th European Conference on Computer Vision (ECCV), 2012. acceptance rate: 408 / 1437 = 28.4%
Query Specific Fusion for Image Retrieval. [PDF] [Poster] [Spotlight] [Project] [Bibtex]
Shaoting Zhang, Ming Yang, Timothee Cour, Kai Yu and Dimitris Metaxas.
The 12th European Conference on Computer Vision (ECCV), 2012. acceptance rate: 408 / 1437 = 28.4%
Shape Prior Modeling using Sparse Representation and Online Dictionary Learning. [PDF] [Spotlight] [Bibtex]
Shaoting Zhang, Yiqiang Zhan, Yan Zhou, Mustafa Uzunbas and Dimitris Metaxas.
The 15th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2012.
Acceptance rate: 248 / 779 = 32%
Simplified Labeling Process for Medical Image Segmentation. [PDF] [Bibtex]
Mingchen Gao, Junzhou Huang, Xiaolei Huang, Shaoting Zhang, Dimitris Metaxas.
The 15th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2012.
Acceptance rate: 248 / 779 = 32%
Segmentation of Myocardium using Deformable Regions and Graph Cuts. [PDF]
Mustafa Uzunbas, Shaoting Zhang, Kilian M. Pohl, Dimitris Metaxas, Leon Axel.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2012.
Left Endocardial Tracking via Collaborative Trackers and Shape Priors. [PDF]
Yan Zhou, Shaoting Zhang, Nikolaos Tsekos, Ioannis Pavlidis, Dimitris Metaxas.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2012.

2011
Composite Splitting Algorithms for Convex Optimization. [PDF] [Project] [Code, Matlab] [Bibtex]
Junzhou Huang, Shaoting Zhang, Hongsheng Li and Dimitris Metaxas.
Computer Vision and Image Understanding, Volume 115, Issue 12, Pages 1610-1622, 2011.
Efficient MR Image Reconstruction for Compressed MR Imaging. [PDF] [Project] [Code, Matlab] [Bibtex]
Junzhou Huang, Shaoting Zhang and Dimitris Metaxas.
Medical Image Analysis (MedIA), Volume 15, Issue 5, Pages 670-679, 2011.
A selection of 10 highest ranked papers in MICCAI 2010 [Link]
Robust Mesh Editing Using Laplacian Coordinates. [PDF] [Code, C++] [Bibtex]
Shaoting Zhang, Junzhou Huang and Dimitris Metaxas.
Graphical Models, Volume 73, Issue 1, Pages 10-19, 2011.
Robustly Learning Shape Statistics Using Sparse Representation.
Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Ting Chen, Xiang Zhou.
Siemens, provisional patent (invention disclosure), Docket Number: 2010E20120 US.
Optimal Object Matching via Convexification and Composition. [PDF] [Video 1] [Video 2] [Video 3] [Video 4]
Hongsheng Li, Junzhou Huang, Shaoting Zhang, and Xiaolei Huang.
The 13th International Conference on Computer Vision (ICCV), 2011. acceptance rate: 295 / 1285 = 22.9%
A 3D Laplacian-Driven Parametric Deformable Model. [PDF]
Tian Shen, Xiaoleo Huang, Hongsheng Li, Edward Kim, Shaoting Zhang, and Junzhou Huang.
The 13th International Conference on Computer Vision (ICCV), 2011. acceptance rate: 295 / 1285 = 22.9%
Using High Resolution Cardiac CT Data to Model and Visualize Patient-Specific Interactions Between Trabeculae and Blood Flow. [PDF] [Bibtex]
Scott Kulp, Mingchen Gao, Shaoting Zhang, Zhen Qian, Szilard Voros, Leon Axel and Dimitris Metaxas.
The 14th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2011.
Acceptance rate: ~30%
Automatic Alignment of Brain MR Scout Scans using Data-adaptive Multi-structural Model. [PDF]
Ting Chen, Yiqiang Zhan, Shaoting Zhang and Maneesh Dewan.
The 14th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2011.
Acceptance rate: ~30%
3D Segmentation of Rodent Brain Structures Using Hierarchical Shape Priors and Deformable Models. [PDF] [Bibtex]
Shaoting Zhang, Junzhou Huang, Mustafa Uzunbas, Tian Shen, Foteini Delis, Xiaolei Huang, N. Volkow, P. Thanos and Dimitris Metaxas.
The 14th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2011.
Acceptance rate: ~30%
Deformable Segmentation via Sparse Shape Representation. [PDF] [Project] [Code, Python] [Code, Matlab] [Bibtex]
Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris Metaxas and Xiang Zhou.
The 14th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2011.
MICCAI Young Scientist Award Finalist, 14 out of 819
Sparse Shape Composition: A New Framework for Shape Prior Modeling. [PDF] [Bibtex]
Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris Metaxas and Xiang Zhou.
The 24th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011. acceptance rate: 438 / 1677 = 26%
3D Segmentation of Rodent Brain Structures Using Active Volume Model With Shape Priors. [PDF]
Shaoting Zhang, Junzhou Huang, Mustafa Uzunbas, Tian Shen, Foteini Delis, Xiaolei Huang, Nora Volkow, P. Thanos, Dimitris Metaxas.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2011. oral presentation, 135 / 736 = 18%, [Slides])
4D Cardiac Reconstruction Using High Resolution CT Images. [PDF] [Video] [Bibtex]
Mingchen Gao, Junzhou Huang, Shaoting Zhang, Zhen Qian, Szilard Voros, Dimitri Metaxas and Leon Axel.
The International Conference on Functional Imaging and Modeling of the Heart, 2011.
Best Paper Award

2010 and before
Integrating Shape and Texture in 3D Deformable Models: From Metamorphs to Active Volume Models. [PDF]
Tian Shen, Shaoting Zhang, Junzhou Huang, Xiaolei Huang and Dimitris Metaxas.
Book chapter in Multi Modality State-of-the-Art Medical Image Segmentation and Registration Methodologies.
Volume I, Chapter 1, A.S. El-Baz, R. Acharya U, and M. Mirmehdi (Editors), Springer, 2010.
Efficient MR Image Reconstruction for Compressed MR Imaging. [PDF] [Slides] [Project] [Code, Matlab] [Bibtex]
Junzhou Huang, Shaoting Zhang and Dimitris Metaxas.
The 13th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2010.
MICCAI Young Scientist Award, 5 out of 786, oral presentation
Fast Optimization for Mixture Prior Models. [PDF] [Code, Matlab] [Bibtex]
Junzhou Huang, Shaoting Zhang and Dimitris Metaxas.
The 11th European Conference on Computer Vision (ECCV), 2010. acceptance rate: 327 / 1174 = 27.9%
Image Retrieval via Probabilistic Hypergraph Ranking. [PDF] [Bibtex]
Yuchi Huang, Qingshan Liu, Shaoting Zhang and Dimitris Metaxas.
The 23rd IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010. acceptance rate: 383 / 1717 = 22.3%
Automatic Image Annotation Using Group Sparsity. [PDF] [Slides] [Code, Matlab] [Bibtex]
Shaoting Zhang, Junzhou Huang, Yuchi Huang, Yang Yu, Hongsheng Li and Dimitris Metaxas.
The 23rd IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010.
Oral presentation, acceptance rate: 78 / 1717 = 4.5%
Skeleton Based As-Rigid-As-Possible Volume Modeling. [PDF] [Slides] [Code, C++]
Shaoting Zhang, Andrew Nealen and Dimitris Metaxas.
The 31st annual conference of the European Association for Computer Graphics (EG), 2010. (short paper, oral presentation)
Hybrid Mesh Editing. [PDF]
Peter Borosan, Reid Howard, Shaoting Zhang and Andrew Nealen.
The 31st annual conference of the European Association for Computer Graphics (EG), 2010. (short paper, oral presentation)
Discriminative Sparse Representations for Cervigram Image Segmentation. [PDF]
Shaoting Zhang, Junzhou Huang, Wei Wang, Xiaolei Huang and Dimitris Metaxas.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2010.
LV Surface Reconstruction from Sparse tMRI using Laplacian Surface Deformation and Optimization. [PDF] [Code, C++] [Bibtex]
Shaoting Zhang, Xiaoxu Wang, Dimitris Metaxas, Ting Chen and Leon Axel.
The IEEE International Symposium on Biomedical Imaging (ISBI), 2009.
LV Motion and Strain Computation from tMRI Based on Meshless Deformable Models. [PDF] [Video] [Bibtex]
Xiaoxu Wang, Ting Chen, Shaoting Zhang, Dimitris Metaxas, and Leon Axel.
The 11th Annual International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2008.