Comaniciu, Dorin

59 publications

ICML 2024 Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy Riqiang Gao, Florin-Cristian Ghesu, Simon Arberet, Shahab Basiri, Esa Kuusela, Martin Kraus, Dorin Comaniciu, Ali Kamen

MIDL 2023 Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis Jingya Liu, Bin Lou, Mamadou Diallo, Tongbai Meng, Heinrich Busch, Robert Grimm, Yingli Tian, Dorin Comaniciu, Ali Kamen, ProstateAI Clinical Collaborators

CVPR 2023 Flexible-Cm GAN: Towards Precise 3D Dose Prediction in Radiotherapy Riqiang Gao, Bin Lou, Zhoubing Xu, Dorin Comaniciu, Ali Kamen

ICCVW 2021 Brain Midline Shift Detection and Quantification by a Cascaded Deep Network Pipeline on Non-Contrast Computed Tomography Scans Nguyen P. Nguyen, Youngjin Yoo, Andrei Chekkoury, Eva Eibenberger, Thomas J. Re, Jyotipriya Das, Abishek Balachandran, Yvonne W. Lui, Pina C. Sanelli, Thomas J. Schroeppel, Uttam Bodanapally, Savvas Nicolaou, Tommi A. White, Filiz Bunyak, Dorin Comaniciu, Eli Gibson

AAAI 2017 An Artificial Agent for Robust Image Registration Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu

CVPR 2016 Deep Decision Network for Multi-Class Image Classification Venkatesh N. Murthy, Vivek Singh, Terrence Chen, R. Manmatha, Dorin Comaniciu

ECCV 2012 Automatic Localization of Balloon Markers and Guidewire in Rotational Fluoroscopy with Application to 3D Stent Reconstruction Yu Wang, Terrence Chen, Peng Wang, Christopher Rohkohl, Dorin Comaniciu

CVPR 2011 Learning-Based Hypothesis Fusion for Robust Catheter Tracking in 2D X-Ray Fluoroscopy Wen Wu, Terrence Chen, Peng Wang, Shaohua Kevin Zhou, Dorin Comaniciu, Adrian Barbu, Norbert Strobel

CVPR 2011 Robust Discriminative Wire Structure Modeling with Application to Stent Enhancement in Fluoroscopy Xiaoguang Lu, Terrence Chen, Dorin Comaniciu

CVPR 2010 Lymph Node Detection in 3-D Chest CT Using a Spatial Prior Probability Johannes Feulner, Shaohua Kevin Zhou, Martin Huber, Joachim Hornegger, Dorin Comaniciu, Alexander Cavallaro

CVPR 2010 Multiple Object Detection by Sequential Monte Carlo and Hierarchical Detection Network Michal Sofka, Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu

CVPR 2010 Search Strategies for Multiple Landmark Detection by Submodular Maximization David Liu, Shaohua Kevin Zhou, Dominik Bernhardt, Dorin Comaniciu

CVPR 2009 Automatic Fetal Face Detection from Ultrasound Volumes via Learning 3D and 2D Information Shaolei Feng, Shaohua Kevin Zhou, Sara Good, Dorin Comaniciu

ICCV 2009 Automatic Ovarian Follicle Quantification from 3D Ultrasound Data Using Global/local Context with Database Guided Segmentation Terrence Chen, Wei Zhang, Sara Good, Shaohua Kevin Zhou, Dorin Comaniciu

CVPR 2009 Constrained Marginal Space Learning for Efficient 3D Anatomical Structure Detection in Medical Images Yefeng Zheng, Bogdan Georgescu, Haibin Ling, Shaohua Kevin Zhou, Michael Scheuering, Dorin Comaniciu

CVPR 2009 Robust Guidewire Tracking in Fluoroscopy Peng Wang, Terrence Chen, Ying Zhu, Wei Zhang, Shaohua Kevin Zhou, Dorin Comaniciu

ICCV 2009 Robust Motion Estimation Using Trajectory Spectrum Learning: Application to Aortic and Mitral Valve Modeling from 4D TEE Razvan Ioan Ionasec, Yang Wang, Bogdan Georgescu, Ingmar Voigt, Nassir Navab, Dorin Comaniciu

CVPR 2009 Robust Object Detection Using Marginal Space Learning and Ranking-Based Multi-Detector Aggregation: Application to Left Ventricle Detection in 2D MRI Images Yefeng Zheng, Xiaoguang Lu, Bogdan Georgescu, Arne Littmann, Edgar Mueller, Dorin Comaniciu

CVPR 2008 3D Ultrasound Tracking of the Left Ventricle Using One-Step Forward Prediction and Data Fusion of Collaborative Trackers Lin Yang, Bogdan Georgescu, Yefeng Zheng, Peter Meer, Dorin Comaniciu

CVPR 2008 Accurate Polyp Segmentation for 3D CT Colongraphy Using Multi-Staged Probabilistic Binary Learning and Compositional Model Le Lu, Adrian Barbu, Matthias Wolf, Jianming Liang, Marcos Salganicoff, Dorin Comaniciu

CVPR 2008 Conditional Density Learning via Regression with Application to Deformable Shape Segmentation Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu, Leonard McMillan

ECCV 2008 Discriminative Learning for Deformable Shape Segmentation: A Comparative Study Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu, Leonard McMillan

CVPR 2008 Hierarchical, Learning-Based Automatic Liver Segmentation Haibin Ling, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Michael Sühling, Dorin Comaniciu

CVPR 2008 Semantic-Based Indexing of Fetal Anatomies from 3-D Ultrasound Data Using Global/semi-Local Context and Sequential Sampling Gustavo Carneiro, Fernando Amat, Bogdan Georgescu, Sara Good, Dorin Comaniciu

ECCV 2008 Simultaneous Detection and Registration for Ileo-Cecal Valve Detection in 3D CT Colonography Le Lu, Adrian Barbu, Matthias Wolf, Jianming Liang, Luca Bogoni, Marcos Salganicoff, Dorin Comaniciu

CVPR 2007 A Boosting Regression Approach to Medical Anatomy Detection Shaohua Kevin Zhou, Jinghao Zhou, Dorin Comaniciu

ICCV 2007 A Probabilistic, Hierarchical, and Discriminant Framework for Rapid and Accurate Detection of Deformable Anatomic Structure Shaohua Kevin Zhou, Feng Guo, Gustavo Carneiro, John Jackson, M. Brendel, Costas Simopoulos, Joanne Otsuki, Dorin Comaniciu

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

ICCV 2007 Fast Automatic Heart Chamber Segmentation from 3D CT Data Using Marginal Space Learning and Steerable Features Yefeng Zheng, Adrian Barbu, Bogdan Georgescu, Michael Scheuering, Dorin Comaniciu

CVPR 2007 Hierarchical Learning of Curves Application to Guidewire Localization in Fluoroscopy Adrian Barbu, Vassilis Athitsos, Bogdan Georgescu, Stefan Böhm, Peter Durlak, Dorin Comaniciu

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

ECCV 2006 A Learning Based Approach for 3D Segmentation and Colon Detagging Zhuowen Tu, Xiang Sean Zhou, Dorin Comaniciu, Luca Bogoni

CVPR 2006 BoostMotion: Boosting a Discriminative Similarity Function for Motion Estimation Shaohua Kevin Zhou, Bogdan Georgescu, Dorin Comaniciu, Jie Shao

ECCV 2006 Database-Guided Simultaneous Multi-Slice 3D Segmentation for Volumetric Data Wei Hong, Bogdan Georgescu, Xiang Sean Zhou, Sriram Krishnan, Yi Ma, Dorin Comaniciu

ECCV 2006 Example Based Non-Rigid Shape Detection Yefeng Zheng, Xiang Sean Zhou, Bogdan Georgescu, Shaohua Kevin Zhou, Dorin Comaniciu

CVPR 2006 Image-Based Multiclass Boosting and Echocardiographic View Classification Shaohua Kevin Zhou, Jin Hyeong Park, Bogdan Georgescu, Dorin Comaniciu, Costas Simopoulos, Joanne Otsuki

CVPR 2006 Probabilistic 3D Polyp Detection in CT Images: The Role of Sample Alignment Zhuowen Tu, Xiang Sean Zhou, Luca Bogoni, Adrian Barbu, Dorin Comaniciu

CVPR 2006 Simultaneous Registration and Modeling of Deformable Shapes Jing Xiao, Bogdan Georgescu, Xiang Zhou, Dorin Comaniciu, Takeo Kanade

CVPR 2005 Database-Guided Segmentation of Anatomical Structures with Complex Appearance Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu, Alok Gupta

CVPR 2005 Illumination Normalization for Face Recognition and Uneven Background Correction Using Total Variation Based Image Models Terrence Chen, Wotao Yin, Xiang Sean Zhou, Dorin Comaniciu, Thomas S. Huang

ICCV 2005 Image Based Regression Using Boosting Method Shaohua Kevin Zhou, Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu

CVPR 2005 Kernel-Based Bayesian Filtering for Object Tracking Bohyung Han, Ying Zhu, Dorin Comaniciu, Larry S. Davis

ECCV 2004 A Robust Algorithm for Characterizing Anisotropic Local Structures Kazunori Okada, Dorin Comaniciu, Navneet Dalal, Arun Krishnan

CVPR 2004 A Unified Framework for Uncertainty Propagation in Automatic Shape Tracking Xiang Sean Zhou, Dorin Comaniciu, Binglong Xie, R. Cruceanu, Alok Gupta

ECCV 2004 Coupled-Contour Tracking Through Non-Orthogonal Projections and Fusion for Echocardiography Xiang Sean Zhou, Dorin Comaniciu, Sriram Krishnan

CVPR 2004 Incremental Density Approximation and Kernel-Based Bayesian Filtering for Object Tracking Bohyung Han, Dorin Comaniciu, Ying Zhu, Larry S. Davis

ECCV 2004 Multi-Model Component-Based Tracking Using Robust Information Fusion Bogdan Georgescu, Dorin Comaniciu, Tony X. Han, Xiang Sean Zhou

CVPR 2004 Scale Selection for Anisotropic Scale-Space: Application to Volumetric Tumor Characterization Kazunori Okada, Dorin Comaniciu, Arun Krishnan

ECCV 2004 Statistical Methods in Video Processing, ECCV 2004 Workshop SMVP 2004, Prague, Czech Republic, May 16, 2004, Revised Selected Papers Dorin Comaniciu, Ken-ichi Kanatani, Rudolf Mester, David Suter

ICCV 2003 Conditional Feature Sensitivity: A Unifying View on Active Recognition and Feature Selection Xiang Sean Zhou, Dorin Comaniciu, Arun Krishnan

CVPR 2003 Nonparametric Information Fusion for Motion Estimation Dorin Comaniciu

ECCV 2002 Multimodal Data Representations with Parameterized Local Structures Ying Zhu, Dorin Comaniciu, Stuart C. Schwartz, Visvanathan Ramesh

ECCV 2002 Multivariate Saddle Point Detection for Statistical Clustering Dorin Comaniciu, Visvanathan Ramesh, Alessio Del Bue

CVPR 2001 Parametric Representations for Nonlinear Modeling of Visual Data Ying Zhu, Dorin Comaniciu, Visvanathan Ramesh, Stuart C. Schwartz

ICCV 2001 The Variable Bandwidth Mean Shift and Data-Driven Scale Selection Dorin Comaniciu, Visvanathan Ramesh, Peter Meer

CVPR 2000 Real-Time Tracking of Non-Rigid Objects Using Mean Shift Dorin Comaniciu, Visvanathan Ramesh, Peter Meer

CVPR 2000 Statistical Modeling and Performance Characterization of a Real-Time Dual Camera Surveillance System Michael Greiffenhagen, Visvanathan Ramesh, Dorin Comaniciu, Heinrich Niemann

ICCV 1999 Mean Shift Analysis and Applications Dorin Comaniciu, Peter Meer

CVPR 1997 Robust Analysis of Feature Spaces: Color Image Segmentation Dorin Comaniciu, Peter Meer