Vemuri, Baba C.

54 publications

NeurIPSW 2024 Probabilistic Nested Homogeneous Spaces for Dimensionality Reduction Xiran Fan, Baba C. Vemuri

CVPR 2022 Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design Xiran Fan, Chun-Hao Yang, Baba C. Vemuri

CVPRW 2018 A Mixture Model for Aggregation of Multiple Pre-Trained Weak Classifiers Rudrasis Chakraborty, Chun-Hao Yang, Baba C. Vemuri

ICCV 2017 A Geometric Framework for Statistical Analysis of Trajectories with Distinct Temporal Spans Rudrasis Chakraborty, Vikas Singh, Nagesh Adluru, Baba C. Vemuri

CVPR 2017 Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning Rudrasis Chakraborty, Soren Hauberg, Baba C. Vemuri

CVPR 2017 Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging Hyunwoo J. Kim, Nagesh Adluru, Heemanshu Suri, Baba C. Vemuri, Sterling C. Johnson, Vikas Singh

ICCV 2017 Sparse Exact PGA on Riemannian Manifolds Monami Banerjee, Rudrasis Chakraborty, Baba C. Vemuri

CVPR 2016 A Nonlinear Regression Technique for Manifold Valued Data with Applications to Medical Image Analysis Monami Banerjee, Rudrasis Chakraborty, Edward Ofori, Michael S. Okun, David E. Viallancourt, Baba C. Vemuri

CVPR 2016 An Efficient Exact-PGA Algorithm for Constant Curvature Manifolds Rudrasis Chakraborty, Dohyung Seo, Baba C. Vemuri

ICCV 2015 Interpolation on the Manifold of K Component GMMs Hyunwoo J. Kim, Nagesh Adluru, Monami Banerjee, Baba C. Vemuri, Vikas Singh

ICCV 2015 Recursive Frechet Mean Computation on the Grassmannian and Its Applications to Computer Vision Rudrasis Chakraborty, Baba C. Vemuri

CVPR 2014 A Riemannian Framework for Matching Point Clouds Represented by the Schrodinger Distance Transform Yan Deng, Anand Rangarajan, Stephan Eisenschenk, Baba C. Vemuri

ECCV 2014 Canonical Correlation Analysis on Riemannian Manifolds and Its Applications Hyunwoo J. Kim, Nagesh Adluru, Barbara B. Bendlin, Sterling C. Johnson, Baba C. Vemuri, Vikas Singh

CVPR 2014 Tracking on the Product Manifold of Shape and Orientation for Tractography from Diffusion MRI Yuanxiang Wang, Hesamoddin Salehian, Guang Cheng, Baba C. Vemuri

CVPR 2013 Computing Diffeomorphic Paths for Large Motion Interpolation Dohyung Seo, Jeffrey Ho, Baba C. Vemuri

ICCV 2013 Recursive Estimation of the Stein Center of SPD Matrices and Its Applications Hesamoddin Salehian, Guang Cheng, Baba C. Vemuri, Jeffrey Ho

AISTATS 2013 Recursive Karcher Expectation Estimators and Geometric Law of Large Numbers Jeffrey Ho, Guang Cheng, Hesamoddin Salehian, Baba C. Vemuri

ECCV 2012 A Robust and Efficient Doubly Regularized Metric Learning Approach Meizhu Liu, Baba C. Vemuri

ECCV 2012 Efficient Recursive Algorithms for Computing the Mean Diffusion Tensor and Applications to DTI Segmentation Guang Cheng, Hesamoddin Salehian, Baba C. Vemuri

ICCV 2011 Maximizing All Margins: Pushing Face Recognition with Kernel Plurality Ritwik Kumar, Arunava Banerjee, Baba C. Vemuri, Hanspeter Pfister

CVPR 2011 Robust and Efficient Regularized Boosting Using Total Bregman Divergence Meizhu Liu, Baba C. Vemuri

CVPR 2010 Image Atlas Construction via Intrinsic Averaging on the Manifold of Images Yuchen Xie, Jeffrey Ho, Baba C. Vemuri

CVPR 2010 Total Bregman Divergence and Its Applications to Shape Retrieval Meizhu Liu, Baba C. Vemuri, Shun-ichi Amari, Frank Nielsen

CVPR 2009 Volterrafaces: Discriminant Analysis Using Volterra Kernels Ritwik Kumar, Arunava Banerjee, Baba C. Vemuri

CVPR 2008 Beyond the Lambertian Assumption: A Generative Model for Apparent BRDF Fields of Faces Using Anti-Symmetric Tensor Splines Angelos Barmpoutis, Ritwik Kumar, Baba C. Vemuri, Arunava Banerjee

CVPRW 2008 Efficient Anisotropic Α-Kernels Decompositions and Flows Micha Feigin, Nir A. Sochen, Baba C. Vemuri

CVPR 2008 Image Segmentation via Convolution of a Level-Set Function with a Rigaut Kernel Özlem N. Subakan, Baba C. Vemuri

CVPR 2008 Large Margin Pursuit for a Conic Section Classifier Santhosh Kodipaka, Arunava Banerjee, Baba C. Vemuri

CVPRW 2008 Multi-Fiber Reconstruction from DW-MRI Using a Continuous Mixture of Von Mises-Fisher Distributions Ritwik Kumar, Angelos Barmpoutis, Baba C. Vemuri, Paul R. Carney, Thomas H. Mareci

ICCV 2007 Feature Preserving Image Smoothing Using a Continuous Mixture of Tensors Özlem N. Subakan, Bing Jian, Baba C. Vemuri, C. Eduardo Vallejos

ICCV 2007 Metric Learning Using Iwasawa Decomposition Bing Jian, Baba C. Vemuri

ICCV 2007 USSR: A Unified Framework for Simultaneous Smoothing, Segmentation, and Registration of Multiple Images Nicholas A. Lord, Jeffrey Ho, Baba C. Vemuri

CVPR 2006 A Conic Section Classifier and Its Application to Image Datasets Arunava Banerjee, Santhosh Kodipaka, Baba C. Vemuri

CVPR 2006 Groupwise Point Pattern Registration Using a Novel CDF-Based Jensen-Shannon Divergence Fei Wang, Baba C. Vemuri, Anand Rangarajan

CVPRW 2006 Robust Tensor Splines for Approximation of Diffusion Tensor MRI Data Angelos Barmpoutis, Baba C. Vemuri, John R. Forder

ECCV 2006 Segmentation of High Angular Resolution Diffusion MRI Modeled as a Field of Von Mises-Fisher Mixtures Tim McGraw, Baba C. Vemuri, Robert Yezierski, Thomas Mareci

ECCV 2006 Simultaneous Nonrigid Registration of Multiple Point Sets and Atlas Construction Fei Wang, Baba C. Vemuri, Anand Rangarajan, Ilona M. Schmalfuss, Stephan J. Eisenschenk

ICCV 2005 A Robust Algorithm for Point Set Registration Using Mixture of Gaussians Bing Jian, Baba C. Vemuri

CVPR 2005 Using the KL-Center for Efficient and Accurate Retrieval of Distributions Arising from Texture Images Eric Spellman, Baba C. Vemuri, Murali Rao

CVPR 2004 An Affine Invariant Tensor Dissimilarity Measure and Its Applications to Tensor-Valued Image Segmentation Zhizhou Wang, Baba C. Vemuri

CVPR 2004 Estimation, Smoothing, and Characterization of Apparent Diffusion Coefficient Profiles from High Angular Resolution DWI Yunmei Chen, Weihong Guo, Qingguo Zeng, Xiaolu Yan, Feng Huang, Hao Zhang, Guojun He, Baba C. Vemuri, Yijun Liu

ECCV 2004 Tensor Field Segmentation Using Region Based Active Contour Model Zhizhou Wang, Baba C. Vemuri

ICCV 2003 Cumulative Residual Entropy, a New Measure of Information & Its Application to Image Alignment Fei Wang, Baba C. Vemuri, Murali Rao, Yunmei Chen

CVPR 2003 Simultaneous Smoothing and Estimation of the Tensor Field from Diffusion Tens or MRI Zhizhou Wang, Baba C. Vemuri, Yunmei Chen, Thomas Mareci

ECCV 2002 An Accurate and Efficient Bayesian Method for Automatic Segmentation of Brain MRI José L. Marroquín, Baba C. Vemuri, Salvador Botello, Félix Calderón

ECCV 2002 Registration Assisted Image Smoothing and Segmentation Baba C. Vemuri, Yunmei Chen, Zhizhou Wang

CVPR 1998 A Coupled PDE Model of Nonlinear Diffusion for Image Smoothing and Segmentation Baba C. Vemuri, Li Wang, Yunmei Chen

ICCV 1998 Shape Recovery Using Dynamic Subdivision Surfaces Chhandomay Mandal, Baba C. Vemuri, Hong Qin

ICCV 1998 Snake Pedals: Geometric Models with Physics-Based Control Baba C. Vemuri, Yanlin Guo

CVPR 1994 An O(N) Iterative Solution to the Poisson Equation in Low-Level Vision Problems Shang-Hong Lai, Baba C. Vemuri

ECCV 1994 Evolutionary Fronts for Topology-Independent Shape Modeling and Recoveery Ravi Malladi, James A. Sethian, Baba C. Vemuri

CVPR 1993 From Global to Local, a Continuum of Shape Models with Fractal Priors Baba C. Vemuri, A. Radisavljevic

CVPR 1991 Surface and Motion Estimation from Sparse Range Data Baba C. Vemuri, Gunleiv Skofteland

CVPR 1988 Localization of Objects from Range Data Baba C. Vemuri, Jake K. Aggarwal