| 2025 | ICASSP | Disentanglement Analysis in Deep Latent Variable Models Matching Aggregate Posterior Distributions. | Surojit Saha, Sarang C. Joshi, Ross T. Whitaker |
| 2025 | WACV | Joint Audio-Visual Idling Vehicle Detection with Streamlined Input Dependencies. | Xiwen Li, Rehman Mohammed, Tristalee Mangin, Surojit Saha, Kerry E. Kelly, Ross T. Whitaker, Tolga Tasdizen |
| 2025 | WACV | ARD-VAE: A Statistical Formulation to Find the Relevant Latent Dimensions of Variational Autoencoders. | Surojit Saha, Sarang C. Joshi, Ross T. Whitaker |
| 2024 | ICPR | Matching Aggregate Posteriors in the Variational Autoencoder. | Surojit Saha, Sarang C. Joshi, Ross T. Whitaker |
| 2022 | MICCAI | A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology. | Alessandro Ferrero, Beatrice Knudsen, Deepika Sirohi, Ross T. Whitaker |
| 2022 | MICCAI | Few-Shot Segmentation of Microscopy Images Using Gaussian Process. | Surojit Saha, Ouk Choi, Ross T. Whitaker |
| 2021 | MICCAI | A Gaussian Process Model for Unsupervised Analysis of High Dimensional Shape Data. | Wenzheng Tao, Riddhish Bhalodia, Ross T. Whitaker |
| 2020 | AAAI | Infinite ShapeOdds: Nonparametric Bayesian Models for Shape Representations. | Wei W. Xing, Shireen Y. Elhabian, Robert Michael Kirby, Ross T. Whitaker, Shandian Zhe |
| 2020 | MICCAI | Combined Estimation of Shape and Pose for Statistical Analysis of Articulating Joints. | Praful Agrawal, Joseph D. Mozingo, Shireen Y. Elhabian, Andrew E. Anderson, Ross T. Whitaker |
| 2020 | MICCAI | Self-supervised Discovery of Anatomical Shape Landmarks. | Riddhish Bhalodia, Ladislav Kavan, Ross T. Whitaker |
| 2019 | MICCAI | A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration. | Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker |
| 2018 | MICCAI | DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images. | Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker |
| 2018 | MICCAI | On the Evaluation and Validation of Off-the-Shelf Statistical Shape Modeling Tools: A Clinical Application. | Anupama Goparaju, Ibolya Csecs, Alan Morris, Evgueni Kholmovski, Nassir Marrouche, Ross T. Whitaker, Shireen Y. Elhabian |
| 2018 | MICCAI | Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation. | Tim Sodergren, Riddhish Bhalodia, Ross T. Whitaker, Joshua Cates, Nassir Marrouche, Shireen Y. Elhabian |
| 2017 | CVPR | ShapeOdds: Variational Bayesian Learning of Generative Shape Models. | Shireen Y. Elhabian, Ross T. Whitaker |
| 2017 | GD | Anisotropic Radial Layout for Visualizing Centrality and Structure in Graphs. | Mukund Raj, Ross T. Whitaker |
| 2017 | MICCAI | Learning Deep Features for Automated Placement of Correspondence Points on Ensembles of Complex Shapes. | Praful Agrawal, Ross T. Whitaker, Shireen Y. Elhabian |
| 2016 | MICCAI | Deformation Estimation with Automatic Sliding Boundary Computation. | J. Samuel Preston, Sarang C. Joshi, Ross T. Whitaker |
| 2016 | MICCAI | Towards a Statistical Shape-Aware Deformable Contour Model for Cranial Nerve Identification. | Sharmin Sultana, Praful Agrawal, Shireen Y. Elhabian, Ross T. Whitaker, Tanweer Rashid, Jason E. Blatt, Justin S. Cetas, Michel A. Audette |
| 2015 | HiPC | A GPU-Based MIS Aggregation Strategy: Algorithms, Comparisons, and Applications within AMG. | T. James Lewis, Shankar P. Sastry, Robert Michael Kirby, Ross T. Whitaker |
| 2015 | MICCAI | Mobile C-arm 3D Reconstruction in the Presence of Uncertain Geometry. | Caleb Rottman, Lance McBride, Arvidas Cheryauka, Ross T. Whitaker, Sarang C. Joshi |
| 2013 | MICCAI | Geodesic Distances to Landmarks for Dense Correspondence on Ensembles of Complex Shapes. | Manasi Datar, Ilwoo Lyu, Sun Hyung Kim, Joshua E. Cates, Martin Andreas Styner, Ross T. Whitaker |
| 2012 | MICCAI | How Many Templates Does It Take for a Good Segmentation?: Error Analysis in Multiatlas Segmentation as a Function of Database Size. | Suyash P. Awate, Peihong Zhu, Ross T. Whitaker |
| 2012 | MICCAI | Mixed-Effects Shape Models for Estimating Longitudinal Changes in Anatomy. | Manasi Datar, Prasanna Muralidharan, Abhishek Kumar, Sylvain Gouttard, Joseph Piven, Guido Gerig, Ross T. Whitaker, P. Thomas Fletcher |
| 2011 | MICCAI | Geometric Correspondence for Ensembles of Nonregular Shapes. | Manasi Datar, Yaniv Gur, Beatriz Paniagua, Martin Styner, Ross T. Whitaker |
| 2011 | MICCAI | Fast Shape-Based Nearest-Neighbor Search for Brain MRIs Using Hierarchical Feature Matching. | Peihong Zhu, Suyash P. Awate, Samuel Gerber, Ross T. Whitaker |
| 2010 | ICPR | Improving Undersampled MRI Reconstruction Using Non-local Means. | Ganesh Adluru, Tolga Tasdizen, Ross T. Whitaker, Edward V. R. Di Bella |
| 2009 | ICCV | Dimensionality reduction and principal surfaces via Kernel Map Manifolds. | Samuel Gerber, Tolga Tasdizen, Ross T. Whitaker |
| 2009 | MICCAI | Particle Based Shape Regression of Open Surfaces with Applications to Developmental Neuroimaging. | Manasi Datar, Joshua E. Cates, P. Thomas Fletcher, Sylvain Gouttard, Guido Gerig, Ross T. Whitaker |
| 2009 | MICCAI | On the Manifold Structure of the Space of Brain Images. | Samuel Gerber, Tolga Tasdizen, Sarang C. Joshi, Ross T. Whitaker |
| 2008 | MICCAI | Particle-Based Shape Analysis of Multi-object Complexes. | Joshua E. Cates, P. Thomas Fletcher, Martin Styner, Heather Cody Hazlett, Ross T. Whitaker |
| 2007 | ICML | Robust non-linear dimensionality reduction using successive 1-dimensional Laplacian Eigenmaps. | Samuel Gerber, Tolga Tasdizen, Ross T. Whitaker |
| 2006 | ECCV | Unsupervised Texture Segmentation with Nonparametric Neighborhood Statistics. | Suyash P. Awate, Tolga Tasdizen, Ross T. Whitaker |
| 2006 | MICCAI | Rician Noise Removal in Diffusion Tensor MRI. | Saurav Basu, P. Thomas Fletcher, Ross T. Whitaker |
| 2005 | CVPR | Higher-Order Image Statistics for Unsupervised, Information-Theoretic, Adaptive, Image Filtering. | Suyash P. Awate, Ross T. Whitaker |
| 2005 | ICIP | A geometric multigrid approach to solving the 2D inhomogeneous Laplace equation with internal Dirichlet boundary conditions. | Leo J. Grady, Tolga Tasdizen, Ross T. Whitaker |
| 2005 | ICIP | Enhancement of cell boundaries in transmission electron microscopy images. | Tolga Tasdizen, Ross T. Whitaker, Robert Marc, Bryan W. Jones |
| 2005 | MICCAI | MRI Tissue Classification with Neighborhood Statistics: A Nonparametric, Entropy-Minimizing Approach. | Tolga Tasdizen, Suyash P. Awate, Ross T. Whitaker, Norman L. Foster |
| 2005 | SIGGRAPH | A streaming narrow-band algorithm: interactive computation and visualization of level sets. | Aaron E. Lefohn, Joe Michael Kniss, Charles D. Hansen, Ross T. Whitaker |
| 2004 | SIGGRAPH | Level set and PDE methods for computer graphics. | David E. Breen, Ron Fedkiw, Ken Museth, Stanley J. Osher, Guillermo Sapiro, Ross T. Whitaker |
| 2003 | MICCAI | Interactive, GPU-Based Level Sets for 3D Segmentation. | Aaron E. Lefohn, Joshua E. Cates, Ross T. Whitaker |
| 2001 | ICIP | Total variation for the removal of blocking effects in DCT based encoding. | A. Gothandaraman, Ross T. Whitaker, J. Gregor |
| 2001 | ICIP | Reconstructing terrain maps from dense range data. | Ross T. Whitaker |
| 2001 | ICIP | Variable-conductance, level-set curvature for image denoising. | Ross T. Whitaker, Xinwei Xue |
| 2001 | MICCAI | From Sinograms to Surfaces: A Direct Approach to the Segmentation of Tomographic Data. | Vidya Elangovan, Ross T. Whitaker |
| 1999 | SIGGRAPH | A level-set approach for the metamorphosis of solid models. | David E. Breen, Ross T. Whitaker |
| 1997 | CAIP | Automated Camera Calibration and 3D Egomotion Estimation for Augmented Reality Applications. | Dieter Koller, Gudrun Klinker, Eric Rose, David E. Breen, Ross T. Whitaker, Mihran Tuceryan |
| 1997 | VRST | Real-time vision-based camera tracking for augmented reality applications. | Dieter Koller, Gudrun Klinker, Eric Rose, David E. Breen, Ross T. Whitaker, Mihran Tuceryan |
| 1995 | ICCV | Algorithms for Implicit Deformable Models. | Ross T. Whitaker |