Shaohua Kevin Zhou

Ruonan Li, Rama Chellappa, Shaohua Kevin Zhou: Recognizing Interactive Group Activities Using Temporal Interaction Matrices and Their Riemannian Statistics. International Journal of Computer Vision 101(2): 305-328 (2013)

Johannes Feulner, Shaohua Kevin Zhou, Matthias Hammon, Joachim Hornegger, Dorin Comaniciu: Lymph node detection and segmentation in chest CT data using discriminative learning and a spatial prior. Medical Image Analysis 17(2): 254-270 (2013)

Adrian Barbu, Michael Sühling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu: Automatic Detection and Segmentation of Lymph Nodes From CT Data. IEEE Trans. Med. Imaging 31(2): 240-250 (2012)

Dijia Wu, David Liu, Michael Sühling, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou: Automatic detection of liver lesion from 3D computed tomography images. CVPR Workshops 2012: 31-37

Dijia Wu, David Liu, Zoltan Puskas, Chao Lu, Andreas Wimmer, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou: A learning based deformable template matching method for automatic rib centerline extraction and labeling in CT images. CVPR 2012: 980-987

Dijia Wu, David Liu, Michael Sühling, Shaohua Kevin Zhou, Christian Tietjen: A Cascade Learning Method for Liver Lesion Detection in CT Images. MCV 2012: 206-214

David Liu, Shaohua Kevin Zhou: Anatomical Landmark Detection Using Nearest Neighbor Matching and Submodular Optimization. MICCAI (3) 2012: 393-401

Chao Lu, Yefeng Zheng, Neil Birkbeck, Jingdan Zhang, Timo Kohlberger, Christian Tietjen, Thomas Boettger, James S. Duncan, Shaohua Kevin Zhou: Precise Segmentation of Multiple Organs in CT Volumes Using Learning-Based Approach and Information Theory. MICCAI (2) 2012: 462-469

Johannes Feulner, Shaohua Kevin Zhou, Elli Angelopoulou, Sascha Seifert, Alexander Cavallaro, Joachim Hornegger, Dorin Comaniciu: Comparing axial CT slices in quantized N-dimensional SURF descriptor space to estimate the visible body region. Comp. Med. Imag. and Graph. 35(3): 227-236 (2011)

Johannes Feulner, Shaohua Kevin Zhou, Matthias Hammon, Sascha Seifert, Martin Huber, Dorin Comaniciu, Joachim Hornegger, Alexander Cavallaro: A Probabilistic Model for Automatic Segmentation of the Esophagus in 3-D CT Scans. IEEE Trans. Med. Imaging 30(6): 1252-1264 (2011)

Rama Chellappa, Ming Du, Pavan K. Turaga, Shaohua Kevin Zhou: Face Tracking and Recognition in Video. Handbook of Face Recognition 2011: 323-351

Wen Wu, Terrence Chen, Peng Wang, Shaohua Kevin Zhou, Dorin Comaniciu, Adrian Barbu, Norbert Strobel: Learning-based hypothesis fusion for robust catheter tracking in 2D X-ray fluoroscopy. CVPR 2011: 1097-1104

Michal Sofka, Kristof Ralovich, Neil Birkbeck, Jingdan Zhang, Shaohua Kevin Zhou: Integrated Detection Network (IDN) for pose and boundary estimation in medical images. ISBI 2011: 294-299

Peng Wang, Shaohua Kevin Zhou, Murrill Szucs: Endocardium tracking by fusing optical flows in straightened images with learning based detections. ISBI 2011: 512-515

B. Michael Kelm, Sushil Mittal, Yefeng Zheng, Alexey Tsymbal, Dominik Bernhardt, Fernando Vega Higuera, Shaohua Kevin Zhou, Peter Meer, Dorin Comaniciu: Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography. MICCAI (3) 2011: 25-32

Johannes Feulner, Shaohua Kevin Zhou, Matthias Hammon, Joachim Hornegger, Dorin Comaniciu: Segmentation Based Features for Lymph Node Detection from 3-D Chest CT. MLMI 2011: 91-99

Michal Sofka, Dijia Wu, Michael Sühling, David Liu, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou: Automatic Contrast Phase Estimation in CT Volumes. MICCAI (3) 2011: 166-174

Timo Kohlberger, Michal Sofka, Jingdan Zhang, Neil Birkbeck, Jens Wetzl, Jens N. Kaftan, Jérôme Declerck, Shaohua Kevin Zhou: Automatic Multi-organ Segmentation Using Learning-Based Segmentation and Level Set Optimization. MICCAI (3) 2011: 338-345

Yefeng Zheng, Hüseyin Tek, Gareth Funka-Lea, Shaohua Kevin Zhou, Fernando Vega Higuera, Dorin Comaniciu: Efficient Detection of Native and Bypass Coronary Ostia in Cardiac CT Volumes: Anatomical vs. Pathological Structures. MICCAI (3) 2011: 403-410

Yefeng Zheng, Tianzhou Wang, Matthias John, Shaohua Kevin Zhou, Jan M. Boese, Dorin Comaniciu: Multi-part Left Atrium Modeling and Segmentation in C-Arm CT Volumes for Atrial Fibrillation Ablation. MICCAI (3) 2011: 487-495

Michal Sofka, Jens Wetzl, Neil Birkbeck, Jingdan Zhang, Timo Kohlberger, Jens N. Kaftan, Jérôme Declerck, Shaohua Kevin Zhou: Multi-stage Learning for Robust Lung Segmentation in Challenging CT Volumes. MICCAI (3) 2011: 667-674

Alexey Tsymbal, Martin Huber, Shaohua Kevin Zhou: Learning Discriminative Distance Functions for Case Retrieval and Decision Support. Tran. CBR 3(1): 1-16 (2010)

Shaohua Kevin Zhou: Shape regression machine and efficient segmentation of left ventricle endocardium from 2D B-mode echocardiogram. Medical Image Analysis 14(4): 563-581 (2010)

Jie Shao, Shaohua Kevin Zhou, Rama Chellappa: Robust Height Estimation of Moving Objects From Uncalibrated Videos. IEEE Transactions on Image Processing 19(8): 2221-2232 (2010)

Jan Egger, Shaohua Kevin Zhou, Stefan Großkopf, David Liu, Christian Hopfgartner, Dominik Bernhardt, Christina Biermann, Christopher Nimsky, Bernd Freisleben: Body landmark detection for a fully automatic AAA stent graft planning software system. CBMS 2010: 364-369

Michal Sofka, Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu: Multiple object detection by sequential monte carlo and Hierarchical Detection Network. CVPR 2010: 1735-1742

David Liu, Shaohua Kevin Zhou, Dominik Bernhardt, Dorin Comaniciu: Search strategies for multiple landmark detection by submodular maximization. CVPR 2010: 2831-2838

Johannes Feulner, Shaohua Kevin Zhou, Martin Huber, Joachim Hornegger, Dorin Comaniciu, Alexander Cavallaro: Lymph node detection in 3-D chest CT using a spatial prior probability. CVPR 2010: 2926-2932

Alexey Tsymbal, Martin Huber, Shaohua Kevin Zhou: Learning Discriminative Distance Functions for Case Retrieval and Decision Support. Industrial Conference on Data Mining - Workshops 2010: 65-80

Jingdan Zhang, Shaohua Kevin Zhou, Shelby Brunke, Carol Lawery, Dorin Comaniciu: Detection and retrieval of cysts in joint ultrasound B-mode and elasticity breast images. ISBI 2010: 173-176

Sushil Mittal, Yefeng Zheng, Bogdan Georgescu, Fernando Vega Higuera, Shaohua Kevin Zhou, Peter Meer, Dorin Comaniciu: Fast Automatic Detection of Calcified Coronary Lesions in 3D Cardiac CT Images. MLMI 2010: 1-9

Adrian Barbu, Michael Sühling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu: Automatic Detection and Segmentation of Axillary Lymph Nodes. MICCAI (1) 2010: 28-36

Yefeng Zheng, Fernando Vega Higuera, Shaohua Kevin Zhou, Dorin Comaniciu: Fast and Automatic Heart Isolation in 3D CT Volumes: Optimal Shape Initialization. MLMI 2010: 84-91

Johannes Feulner, Shaohua Kevin Zhou, Martin Huber, Alexander Cavallaro, Joachim Hornegger, Dorin Comaniciu: Model-Based Esophagus Segmentation from CT Scans Using a Spatial Probability Map. MICCAI (1) 2010: 95-102

B. Michael Kelm, Shaohua Kevin Zhou, Michael Sühling, Yefeng Zheng, Michael Wels, Dorin Comaniciu: Detection of 3D Spinal Geometry Using Iterated Marginal Space Learning. MCV 2010: 96-105

Peng Wang, Wei-shing Liao, Terrence Chen, Shaohua Kevin Zhou, Dorin Comaniciu: Graph Based Interactive Detection of Curve Structures in 2D Fluoroscopy. MICCAI (3) 2010: 269-277

Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Bogdan Georgescu, Martin Huber, Andrew Mayall Taylor, Silvia Schievano, Shaohua Kevin Zhou, Joachim Hornegger, Dorin Comaniciu: Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment Using CT and MRI Imaging. MICCAI (1) 2010: 460-467

Yefeng Zheng, Matthias John, Rui Liao, Jan M. Boese, Uwe Kirschstein, Bogdan Georgescu, Shaohua Kevin Zhou, Jörg Kempfert, Thomas Walther, Gernot Brockmann: Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT: Application to Aortic Valve Implantation. MICCAI (1) 2010: 476-483

Jian Li, Shaohua Kevin Zhou, Rama Chellappa: Appearance Modeling Using a Geometric Transform. IEEE Transactions on Image Processing 18(4): 889-902 (2009)

Yefeng Zheng, Bogdan Georgescu, Haibin Ling, Shaohua Kevin Zhou, Michael Scheuering, Dorin Comaniciu: Constrained marginal space learning for efficient 3D anatomical structure detection in medical images. CVPR 2009: 194-201

Peng Wang, Terrence Chen, Ying Zhu, Wei Zhang, Shaohua Kevin Zhou, Dorin Comaniciu: Robust guidewire tracking in fluoroscopy. CVPR 2009: 691-698

Ruonan Li, Rama Chellappa, Shaohua Kevin Zhou: Learning multi-modal densities on Discriminative Temporal Interaction Manifold for group activity recognition. CVPR 2009: 2450-2457

Shaolei Feng, Shaohua Kevin Zhou, Sara Good, Dorin Comaniciu: Automatic fetal face detection from ultrasound volumes via learning 3D and 2D information. CVPR 2009: 2488-2495

Terrence Chen, Wei Zhang, Sara Good, Shaohua Kevin Zhou, Dorin Comaniciu: Automatic ovarian follicle quantification from 3D ultrasound data using global/local context with database guided segmentation. ICCV 2009: 795-802

Birkan Tunç, Shaohua Kevin Zhou, Jin Hyeong Park, Muhittin Gökmen: Context ranking machine and its application to rigid localization of deformable objects. ICIP 2009: 3633-3636

Wei Zhang, Haibin Ling, Simone Prummer, Shaohua Kevin Zhou, Martin Ostermeier, Dorin Comaniciu: Coronary Tree Extraction Using Motion Layer Separation. MICCAI (1) 2009: 116-123

Johannes Feulner, Shaohua Kevin Zhou, Alexander Cavallaro, Sascha Seifert, Joachim Hornegger, Dorin Comaniciu: Fast Automatic Segmentation of the Esophagus from 3D CT Data Using a Probabilistic Model. MICCAI (1) 2009: 255-262

Shuang-Hong Yang, Hongyuan Zha, Shaohua Kevin Zhou, Bao-Gang Hu: Variational Graph Embedding for Globally and Locally Consistent Feature Extraction. ECML/PKDD (2) 2009: 538-553

Rama Chellappa, Gaurav Aggarwal, Shaohua Kevin Zhou: Face Recognition, Video-Based. Encyclopedia of Biometrics 2009: 366-372

Haibin Ling, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Michael Sühling, Dorin Comaniciu: Hierarchical, learning-based automatic liver segmentation. CVPR 2008

Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu, Leonard McMillan: Conditional density learning via regression with application to deformable shape segmentation. CVPR 2008

Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu, Leonard McMillan: Discriminative Learning for Deformable Shape Segmentation: A Comparative Study. ECCV (1) 2008: 711-724

Jin Hyeong Park, Shaohua Kevin Zhou, Costas Simopoulos, Dorin Comaniciu: AutoGate: Fast and Automatic Doppler Gate Localization in B-Mode Echocardiogram. MICCAI (2) 2008: 230-237

Jin Hyeong Park, Shaohua Kevin Zhou, John Jackson, Dorin Comaniciu: Automatic Mitral Valve Inflow Measurements from Doppler Echocardiography. MICCAI (1) 2008: 983-990

Xue Mei, Shaohua Kevin Zhou, Hao Wu, Fatih Porikli: Integrated Detection, Tracking and Recognition for IR Video-based Vehicle Classification. JCP 2(6): 1-8 (2007)

Shaohua Kevin Zhou, Gaurav Aggarwal, Rama Chellappa, David W. Jacobs: Appearance Characterization of Linear Lambertian Objects, Generalized Photometric Stereo, and Illumination-Invariant Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 29(2): 230-245 (2007)

Jingdan Zhang, Shaohua Kevin Zhou, Leonard McMillan, Dorin Comaniciu: Joint Real-time Object Detection and Pose Estimation Using Probabilistic Boosting Network. CVPR 2007

Shaohua Kevin Zhou, Jinghao Zhou, Dorin Comaniciu: A boosting regression approach to medical anatomy detection. CVPR 2007

Jin Hyeong Park, Shaohua Kevin Zhou, Costas Simopoulos, Joanne Otsuki, Dorin Comaniciu: Automatic Cardiac View Classification of Echocardiogram. ICCV 2007: 1-8

Hao Wu, Rama Chellappa, Aswin C. Sankaranarayanan, Shaohua Kevin Zhou: Robust Visual Tracking Using the Time-Reversibility Constraint. ICCV 2007: 1-8

Shaohua Kevin Zhou, Feng Guo, Gustavo Carneiro, John Jackson, M. Brendel, Costas Simopoulos, Joanne Otsuki, Dorin Comaniciu: A probabilistic, hierarchical, and discriminant framework for rapid and accurate detection of deformable anatomic structure. ICCV 2007: 1-8

Xue Mei, Shaohua Kevin Zhou, Fatih Porikli: Probabilistic Visual Tracking via Robust Template Matching and Incremental Subspace Update. ICME 2007: 1818-1821

Shaohua Kevin Zhou, Dorin Comaniciu: Shape Regression Machine. IPMI 2007: 13-25

Alexey Tsymbal, Martin Huber, Sonja Zillner, Tamas Hauer, Shaohua Kevin Zhou: Visualizing Patient Similarity in Clinical Decision Support. LWA 2007: 304-311

Shaohua Kevin Zhou, Wenyi Zhao, Xiaoou Tang, Shaogang Gong (Eds.): Analysis and Modeling of Faces and Gestures, Third International Workshop, AMFG 2007, Rio de Janeiro, Brazil, October 20, 2007, Proceedings. Lecture Notes in Computer Science 4778, Springer 2007, isbn 978-3-540-75689-7

Shaohua Kevin Zhou, Rama Chellappa: From Sample Similarity to Ensemble Similarity: Probabilistic Distance Measures in Reproducing Kernel Hilbert Space. IEEE Trans. Pattern Anal. Mach. Intell. 28(6): 917-929 (2006)

Shaohua Kevin Zhou, J. H. Park, Bogdan Georgescu, Dorin Comaniciu, Costas Simopoulos, Joanne Otsuki: Image-Based Multiclass Boosting and Echocardiographic View Classification. CVPR (2) 2006: 1559-1565

Shaohua Kevin Zhou, Bogdan Georgescu, Dorin Comaniciu, Jie Shao: BoostMotion: Boosting a Discriminative Similarity Function for Motion Estimation. CVPR (2) 2006: 1761-1768

Volker Krüger, Shaohua Kevin Zhou, Rama Chellappa: Integrating Video Information over Time. Example: Face Recognition from Video. Cognitive Vision Systems 2006: 127-144

Yefeng Zheng, Xiang Sean Zhou, Bogdan Georgescu, Shaohua Kevin Zhou, Dorin Comaniciu: Example Based Non-rigid Shape Detection. ECCV (4) 2006: 423-436

Shaohua Kevin Zhou, Jie Shao, Bogdan Georgescu, Dorin Comaniciu: Pairwise Active Appearance Model and Its Application to Echocardiography Tracking. MICCAI (1) 2006: 736-743

Rama Chellappa, Amit K. Roy Chowdhury, Shaohua Kevin Zhou: Recognition of Humans and Their Activities Using Video. Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers 2005

Shaohua Kevin Zhou, Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu: Image Based Regression Using Boosting Method. ICCV 2005: 541-548

Jian Li, Shaohua Kevin Zhou, Rama Chellappa: Appearance Modeling Under Geometric Context. ICCV 2005: 1252-1259

Shaohua Kevin Zhou, Rama Chellappa, Baback Moghaddam: Visual tracking and recognition using appearance-adaptive models in particle filters. IEEE Transactions on Image Processing 13(11): 1491-1506 (2004)

Shaohua Kevin Zhou, Rama Chellappa: Probabilistic Identity Characterization for Face Recognition. CVPR (2) 2004: 805-812

Shaohua Kevin Zhou, Rama Chellappa, David W. Jacobs: Characterization of Human Faces under Illumination Variations Using Rank, Integrability, and Symmetry Constraints. ECCV (1) 2004: 588-601

Shaohua Kevin Zhou, Rama Chellappa: Illuminating Light Field: Image-based Face Recognition Across Illuminations and Poses. FGR 2004: 229-234

Shaohua Kevin Zhou, Rama Chellappa, Baback Moghaddam: Intra-Personal Kernel Space for Face Recognition. FGR 2004: 235-240

Jie Shao, Shaohua Kevin Zhou, Rama Chellappa: Simultaneous background and foreground modeling for tracking in surveillance video. ICIP 2004: 1053-1056

Shaohua Kevin Zhou, Rama Chellappa: Multiple-Exemplar Discriminant Analysis for Face Recognition. ICPR (4) 2004: 191-194

Jie Shao, Shaohua Kevin Zhou, Qinfen Zheng: Robust Appearance-Based Tracking of Moving Object from Moving Platform. ICPR (4) 2004: 215-218

Shaohua Kevin Zhou: Face Recognition Using More than One Still Image: What Is More? SINOBIOMETRICS 2004: 212-223

Shaohua Kevin Zhou, Volker Krüger, Rama Chellappa: Probabilistic recognition of human faces from video. Computer Vision and Image Understanding 91(1-2): 214-245 (2003)

Shaohua Kevin Zhou, Rama Chellappa: Rank Constrained Recognition under Unknown Illuminations. AMFG 2003: 11-18

Jian Li, Shaohua Kevin Zhou, Chandra Shekhar: A comparison of subspace analysis for face recognition. ICME 2003: 121-124

Shaohua Kevin Zhou, Rama Chellappa: Simultaneous tracking and recognition of human faces from video. ICME 2003: 129-132

Shaohua Kevin Zhou, Rama Chellappa, Baback Moghaddam: Adaptive visual tracking and recognition using particle filters. ICME 2003: 349-352

Shaohua Kevin Zhou, Rama Chellappa: Probabilistic Human Recognition from Video. ECCV (3) 2002: 681-697

Volker Krüger, Shaohua Kevin Zhou: Exemplar-Based Face Recognition from Video. ECCV (4) 2002: 732-746

Volker Krüger, Shaohua Kevin Zhou: Exemplar-Based Face Recognition from Video. FGR 2002: 182-187

Shaohua Kevin Zhou, Volker Krüger, Rama Chellappa: Face Recognition from Video: A CONDENSATION Approach. FGR 2002: 221-228

Shaohua Kevin Zhou, Y. V. Venkatesh, C. C. Ko: Synthesis of visual textures and perceptual asymmetry of visual texture perception. ICARCV 2002: 102-107

Rama Chellappa, Shaohua Kevin Zhou, Baoxin Li: Bayesian methods for face recognition from video. ICASSP 2002: 4068-4071

Shaohua Kevin Zhou, Volker Krüger, Rama Chellappa: Probabilistic recognition of human faces from video. ICIP (1) 2002: 41-44

Shaohua Kevin Zhou, Rama Chellappa: A Robust Algorithm for Probabilistic Human Recognition From. ICPR (1) 2002: 226-229