| 2024 | ICML | From Geometry to Causality- Ricci Curvature and the Reliability of Causal Inference on Networks. | Amirhossein Farzam, Allen R. Tannenbaum, Guillermo Sapiro |
| 2020 | MICCAI | Fisher-Rao Regularized Transport Analysis of the Glymphatic System and Waste Drainage. | Rena Elkin, Saad Nadeem, Hedok Lee, Helene Benveniste, Allen R. Tannenbaum |
| 2020 | MICCAI | Multimarginal Wasserstein Barycenter for Stain Normalization and Augmentation. | Saad Nadeem, Travis J. Hollmann, Allen R. Tannenbaum |
| 2018 | MICCAI | Interpretable Spiculation Quantification for Lung Cancer Screening. | Wookjin Choi, Saad Nadeem, Sadegh Riyahi, Joseph O. Deasy, Allen R. Tannenbaum, Wei Lu |
| 2018 | MICCAI | GlymphVIS: Visualizing Glymphatic Transport Pathways Using Regularized Optimal Transport. | Rena Elkin, Saad Nadeem, Eldad Haber, Klara Steklova, Hedok Lee, Helene Benveniste, Allen R. Tannenbaum |
| 2013 | IPAS | A stochastic approach for non-rigid image registration. | Ivan Kolesov, Jehoon Lee, Patricio A. Vela, Allen R. Tannenbaum |
| 2011 | ICIP | Monte Carlo sampling for visual pose tracking. | Jehoon Lee, Romeil Sandhu, Allen R. Tannenbaum |
| 2011 | ICIP | A video analytics framework for amorphous and unstructured anomaly detection. | Martin Mueller, Peter Karasev, Ivan Kolesov, Allen R. Tannenbaum |
| 2011 | ICIP | Temporal registration of partial data using particle filtering. | Guy Nir, Allen R. Tannenbaum |
| 2011 | MVA | Human Body Tracking and Joint Angle Estimation from Mobile-phone Video for Clinical Analysis. | Jehoon Lee, Peter Karasev, Liangjia Zhu, Allen R. Tannenbaum |
| 2010 | ICIP | Fire and smoke detection in video with optimal mass transport based optical flow and neural networks. | Ivan Kolesov, Peter Karasev, Allen R. Tannenbaum, Eldad Haber |
| 2010 | ICIP | Range based object tracking and segmentation. | Jehoon Lee, Peter Karasev, Allen R. Tannenbaum |
| 2010 | IPAS | An unsupervised learning approach for facial expression recognition using semi-definite programming and generalized principal component analysis. | Behnood Gholami, Wassim M. Haddad, Allen R. Tannenbaum |
| 2010 | MICCAI | Simultaneous Multi-object Segmentation Using Local Robust Statistics and Contour Interaction. | Yi Gao, Allen R. Tannenbaum, Ron Kikinis |
| 2009 | CVPR | Non-rigid 2D-3D pose estimation and 2D image segmentation. | Romeil Sandhu, Samuel Dambreville, Anthony J. Yezzi, Allen R. Tannenbaum |
| 2008 | CVPR | Localized statistics for DW-MRI fiber bundle segmentation. | Shawn Lankton, John Melonakos, James G. Malcolm, Samuel Dambreville, Allen R. Tannenbaum |
| 2008 | CVPR | Particle filtering for registration of 2D and 3D point sets with stochastic dynamics. | Romeil Sandhu, Samuel Dambreville, Allen R. Tannenbaum |
| 2008 | ECCV | Robust 3D Pose Estimation and Efficient 2D Region-Based Segmentation from a 3D Shape Prior. | Samuel Dambreville, Romeil Sandhu, Anthony J. Yezzi, Allen R. Tannenbaum |
| 2008 | ICIP | TAC: Thresholding active contours. | Samuel Dambreville, Anthony J. Yezzi, Shawn Lankton, Allen R. Tannenbaum |
| 2008 | ICIP | Kernel-based high-dimensional histogram estimation for visual tracking. | Peter Karasev, James G. Malcolm, Allen R. Tannenbaum |
| 2008 | ICIP | Tracking through changes in scale. | Shawn Lankton, James G. Malcolm, Arie Nakhmani, Allen R. Tannenbaum |
| 2008 | IWCIA | Label Space: A Multi-object Shape Representation. | James G. Malcolm, Yogesh Rathi, Allen R. Tannenbaum |
| 2008 | MICCAI | Label Space: A Coupled Multi-shape Representation. | James G. Malcolm, Yogesh Rathi, Martha Elizabeth Shenton, Allen R. Tannenbaum |
| 2007 | ACC | Real-time Visual Tracking Using Geometric Active Contours for the Navigation and Control of UAVs. | Jincheol Ha, Eric N. Johnson, Allen R. Tannenbaum |
| 2007 | BMVC | A Variational Framework Combining Level-sets and Thresholding. | Samuel Dambreville, Marc Niethammer, Anthony J. Yezzi, Allen R. Tannenbaum |
| 2007 | BMVC | Tracking Through Clutter Using Graph Cuts. | James G. Malcolm, Yogesh Rathi, Allen R. Tannenbaum |
| 2007 | BMVC | Finsler Level Set Segmentation for Imagery in Oriented Domains. | Vandana Mohan, John Melonakos, Allen R. Tannenbaum, Marc Niethammer, Marek Kubicki |
| 2007 | BMVC | Layered Active Contours for Tracking. | Gallagher Pryor, Patricio A. Vela, Tauseef ur Rehman, Allen R. Tannenbaum |
| 2007 | BMVC | Fast Multigrid Optimal Mass Transport for Image Registration and Morphing. | Tauseef ur Rehman, Gallagher Pryor, Allen R. Tannenbaum |
| 2007 | CVPR | A Graph Cut Approach to Image Segmentation in Tensor Space. | James G. Malcolm, Yogesh Rathi, Allen R. Tannenbaum |
| 2007 | CVPR | Segmenting Images on the Tensor Manifold. | Yogesh Rathi, Allen R. Tannenbaum, Oleg V. Michailovich |
| 2007 | ICCV | Multi-Object Tracking Through Clutter Using Graph Cuts. | James G. Malcolm, Yogesh Rathi, Allen R. Tannenbaum |
| 2007 | ICCV | Locally-Constrained Region-Based Methods for DW-MRI Segmentation. | John Melonakos, Marc Niethammer, Vandana Mohan, Marek Kubicki, James V. Miller, Allen R. Tannenbaum |
| 2007 | ICIP | Graph Cut Segmentation with Nonlinear Shape Priors. | James G. Malcolm, Yogesh Rathi, Allen R. Tannenbaum |
| 2007 | ICIP | Segmentation of Medical Ultrasound Images using Active Contours. | Oleg V. Michailovich, Allen R. Tannenbaum |
| 2007 | MICCAI | Finsler Tractography for White Matter Connectivity Analysis of the Cingulum Bundle. | John Melonakos, Vandana Mohan, Marc Niethammer, Kate Smith, Marek Kubicki, Allen R. Tannenbaum |
| 2006 | CVPR | Shape-Based Approach to Robust Image Segmentation using Kernel PCA. | Samuel Dambreville, Yogesh Rathi, Allen R. Tannenbaum |
| 2006 | ECCV | Comparative Analysis of Kernel Methods for Statistical Shape Learning. | Yogesh Rathi, Samuel Dambreville, Allen R. Tannenbaum |
| 2006 | ICASSP | Particle Filters for Infinite (or Large) Dimensional State Spaces- Part 1. | Namrata Vaswani, Anthony J. Yezzi, Yogesh Rathi, Allen R. Tannenbaum |
| 2006 | MICCAI | Shape-Driven 3D Segmentation Using Spherical Wavelets. | Delphine Nain, Steven Haker, Aaron F. Bobick, Allen R. Tannenbaum |
| 2005 | CVPR | Particle Filtering for Geometric Active Contours with Application to Tracking Moving and Deforming Objects. | Yogesh Rathi, Namrata Vaswani, Allen R. Tannenbaum, Anthony J. Yezzi |
| 2005 | ICIP | Multigrid computation of rotationally invariant non-linear optical flow. | Christopher V. Alvino, Allen R. Tannenbaum, Anthony J. Yezzi, Cecilia W. Curry |
| 2005 | ICIP | Curve segmentation using directional information, relation to pattern detection. | Eric Pichon, Allen R. Tannenbaum |
| 2005 | MICCAI | Multiscale 3D Shape Analysis Using Spherical Wavelets. | Delphine Nain, Steven Haker, Aaron F. Bobick, Allen R. Tannenbaum |
| 2005 | MICCAI | A Hamilton-Jacobi-Bellman Approach to High Angular Resolution Diffusion Tractography. | Eric Pichon, Carl-Fredrik Westin, Allen R. Tannenbaum |
| 2005 | MICCAI | Harmonic Skeleton Guided Evaluation of Stenoses in Human Coronary Arteries. | Yan Yang, Lei Zhu, Steven Haker, Allen R. Tannenbaum, Don P. Giddens |
| 2005 | MICCAI | Mass Preserving Registration for Heart MR Images. | Lei Zhu, Steven Haker, Allen R. Tannenbaum |
| 2004 | CVPR | Dynamic Geodesic Snakes for Visual Tracking. | Marc Niethammer, Allen R. Tannenbaum |
| 2004 | ICIP | Image morphing based on mutual information and optimal mass transport. | Lei Zhu, Yan Yang, Allen R. Tannenbaum, Steven Haker |
| 2003 | CVPR | Flux Driven Fly Throughs. | Sylvain Bouix, Kaleem Siddiqi, Allen R. Tannenbaum |
| 2003 | ICIP | A stokes flow boundary integral measurement of tubular structure cross sections in two dimensions. | Marc Niethammer, Eric Pichon, Allen R. Tannenbaum, Peter J. Mucha |
| 2003 | ICIP | Algorithms for stochastic approximations of curvature flows. | Gozde B. Unal, Delphine Nain, Grard Ben Arous, Nahum Shimkin, Allen R. Tannenbaum, Ofer Zeitouni |
| 2003 | MICCAI | A Statistically Based Surface Evolution Method for Medical Image Segmentation: Presentation and Validation. | Eric Pichon, Allen R. Tannenbaum, Ron Kikinis |
| 2003 | MICCAI | Area-Preserving Mappings for the Visualization of Medical Structures. | Lei Zhu, Steven Haker, Allen R. Tannenbaum |
| 2002 | ICIP | Analysis of blood vessel topology by cubical homology. | Konstantin Mischaikow, Pawel Pilarczyk, William D. Kalies, Marc Niethammer, Andrew Stein, Allen R. Tannenbaum |
| 2002 | ICIP | Angle-preserving mappings for the visualization of multi-branched vessels. | Lei Zhu, Steven Haker, Sylvain Bouix, Kaleem Siddiqi, Allen R. Tannenbaum |
| 2002 | MICCAI | 4D Active Surfaces for Cardiac Analysis. | Anthony J. Yezzi, Allen R. Tannenbaum |
| 2001 | ICCV | Affine Invariant Erosion of 3D Shapes. | Santiago Betel, Guillermo Sapiro, Allen R. Tannenbaum |
| 2001 | ICIP | Cubical homology and the topological classification of 2D and 3D imagery. | Madjid Allili, Konstantin Mischaikow, Allen R. Tannenbaum |
| 2001 | ICIP | Missile tracking using knowledge-based adaptive thresholding. | Steven Haker, Guillermo Sapiro, Allen R. Tannenbaum, Donald Washburn |
| 2001 | MICCAI | Mass Preserving Mappings and Image Registration. | Steven Haker, Allen R. Tannenbaum, Ron Kikinis |
| 2000 | ECCV | Noise-Resistant Affine Skeletons of Planar Curves. | Santiago Betel, Guillermo Sapiro, Allen R. Tannenbaum, Peter J. Giblin |
| 2000 | MICCAI | Non-distorting Flattening for Virtual Colonoscopy. | Steven Haker, Sigurd B. Angenent, Allen R. Tannenbaum, Ron Kikinis |
| 1999 | ICCV | On the Evolution of the Skeleton. | Jonas August, Allen R. Tannenbaum, Steven W. Zucker |
| 1999 | ICCV | The Hamilton-Jacobi Skeleton. | Kaleem Siddiqi, Sylvain Bouix, Allen R. Tannenbaum, Steven W. Zucker |
| 1999 | MICCAI | Conformal Geometry and Brain Flattening. | Sigurd B. Angenent, Steven Haker, Allen R. Tannenbaum, Ron Kikinis |
| 1998 | ICCV | Hyperbolic "Smoothing" of Shapes. | Kaleem Siddiqi, Allen R. Tannenbaum, Steven W. Zucker |
| 1998 | ICIP | Knowledge-based Segmentation of SAR Images. | Steven Haker, Guillermo Sapiro, Allen R. Tannenbaum |
| 1997 | CVPR | Area and Length Minimizing Flows for Shape Segmentation. | Kaleem Siddiqi, Steven W. Zucker, Yves Brub Lauzire, Allen R. Tannenbaum |
| 1997 | ICIP | Area Minimizing Flows. | Kaleem Siddiqi, Steven W. Zucker, Allen R. Tannenbaum |
| 1996 | CVPR | Affine Invariant Detection: Edges, Active Contours, and Segments. | Peter J. Olver, Guillermo Sapiro, Allen R. Tannenbaum |
| 1995 | ICCV | Gradient Flows and Geometric Active Contour Models. | Satyanad Kichenassamy, Arun Kumar, Peter J. Olver, Allen R. Tannenbaum, Anthony J. Yezzi |
| 1995 | ICIP | Optical flow: a curve evolution approach. | Arun Kumar, Allen R. Tannenbaum, Gary J. Balas |
| 1995 | ICIP | On ill-posed anisotropic diffusion models. | Yu-Li You, Wenyuan Xu, Mostafa Kaveh, Allen R. Tannenbaum |
| 1994 | ECCV | Area and Lenght Preserving Geometric Invariant Scale-Spaces. | Guillermo Sapiro, Allen R. Tannenbaum |
| 1994 | ICIP | Experiments on Geometric Image Enhancement. | Guillermo Sapiro, Allen R. Tannenbaum, Yu-Li You, Mostafa Kaveh |
| 1994 | ICIP | Analysis and Design of Anisotropic Diffusion for Image Processing. | Yu-Li You, Mostafa Kaveh, Wenyuan Xu, Allen R. Tannenbaum |