Baba C. Vemuri

241 papers A* 36A 9B 6Journal 88Unranked 100

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Steerable Deep Network for Model-Free Diffusion MRI Registration. CoRR Gianfranco Cortés, Xiaoda Qu, Baba C. Vemuri
2025	J	`jnl`	Admissibility of Stein Shrinkage for Batch Normalization in the Presence of Adversarial Attacks. CoRR Sofia Ivolgina, P. Thomas Fletcher, Baba C. Vemuri
2024	—	`conf`	Higher Order Gauge Equivariant Convolutions for Neurodegenerative Disorder Classification. ISBI Gianfranco Cortés, Yue Yu, Robin Chen, Melissa J. Armstrong, David E. Vaillancourt, Baba C. Vemuri
2024	J	`jnl`	Kernel Stein Discrepancy on Lie Groups: Theory and Applications. IEEE Trans. Inf. Theory Xiaoda Qu, Xiran Fan, Baba C. Vemuri
2023	—	`conf`	Geometric Deep Learning for Unsupervised Registration of Diffusion Magnetic Resonance Images. IPMI Jose J. Bouza, Chun-Hao Yang, Baba C. Vemuri
2023	J	`jnl`	Higher Order Gauge Equivariant CNNs on Riemannian Manifolds and Applications. CoRR Gianfranco Cortés, Yue Yu, Robin Chen, Melissa J. Armstrong, David E. Vaillancourt, Baba C. Vemuri
2023	J	`jnl`	Horocycle Decision Boundaries for Large Margin Classification in Hyperbolic Space. CoRR Xiran Fan, Chun-Hao Yang, Baba C. Vemuri
2023	A*	`conf`	Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space. NeurIPS Xiran Fan, Chun-Hao Yang, Baba C. Vemuri
2022	J	`jnl`	ManifoldNet: A Deep Neural Network for Manifold-Valued Data With Applications. IEEE Trans. Pattern Anal. Mach. Intell. Rudrasis Chakraborty, Jose Bouza, Jonathan H. Manton, Baba C. Vemuri
2022	A*	`conf`	Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design. CVPR Xiran Fan, Chun-Hao Yang, Baba C. Vemuri
2022	J	`jnl`	VolterraNet: A Higher Order Convolutional Network With Group Equivariance for Homogeneous Manifolds. IEEE Trans. Pattern Anal. Mach. Intell. Monami Banerjee, Rudrasis Chakraborty, Jose Bouza, Baba C. Vemuri
2021	—	`conf`	A Higher Order Manifold-Valued Convolutional Neural Network with Applications to Diffusion MRI Processing. IPMI Jose J. Bouza, Chun-Hao Yang, David E. Vaillancourt, Baba C. Vemuri
2021	J	`jnl`	Intrinsic Grassmann Averages for Online Linear, Robust and Nonlinear Subspace Learning. IEEE Trans. Pattern Anal. Mach. Intell. Rudrasis Chakraborty, Liu Yang, Søren Hauberg, Baba C. Vemuri
2021	—	`conf`	Nested Grassmanns for Dimensionality Reduction with Applications to Shape Analysis. IPMI Chun-Hao Yang, Baba C. Vemuri
2021	J	`jnl`	Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design. CoRR Xiran Fan, Chun-Hao Yang, Baba C. Vemuri
2021	J	`jnl`	VolterraNet: A higher order convolutional network with group equivariance for homogeneous manifolds. CoRR Monami Banerjee, Rudrasis Chakraborty, Jose Bouza, Baba C. Vemuri
2020	J	`jnl`	MVC-Net: A Convolutional Neural Network Architecture for Manifold-Valued Images With Applications. CoRR Jose J. Bouza, Chun-Hao Yang, David E. Vaillancourt, Baba C. Vemuri
2020	J	`jnl`	Nested Grassmanns for Dimensionality Reduction. CoRR Chun-Hao Yang, Baba C. Vemuri
2019	—	`conf`	A Deep Neural Network for Manifold-Valued Data with Applications to Neuroimaging. IPMI Rudrasis Chakraborty, Jose Bouza, Jonathan H. Manton, Baba C. Vemuri
2019	J	`jnl`	A geometric framework for ensemble average propagator reconstruction from diffusion MRI. Medical Image Anal. Baba C. Vemuri, Jiaqi Sun, Monami Banerjee, Zhixin Pan, Sara M. Turner, David D. Fuller, John R. Forder, Alireza Entezari
2019	—	`conf`	DMR-CNN: A CNN Tailored For DMR Scans With Applications To PD Classification. ISBI Monami Banerjee, Rudrasis Chakraborty, Derek B. Archer, David E. Vaillancourt, Baba C. Vemuri
2019	J	`jnl`	Exploiting structural redundancy in q-space for improved EAP reconstruction from highly undersampled (k, q)-space in DMRI. Medical Image Anal. Jiaqi Sun, Alireza Entezari, Baba C. Vemuri
2019	—	`conf`	Shrinkage Estimation on the Manifold of Symmetric Positive-Definite Matrices with Applications to Neuroimaging. IPMI Chun-Hao Yang, Baba C. Vemuri
2018	—	`conf`	A Mixture Model for Aggregation of Multiple Pre-Trained Weak Classifiers. CVPR Workshops Rudrasis Chakraborty, Chun-Hao Yang, Baba C. Vemuri
2018	A*	`conf`	A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices. NeurIPS Rudrasis Chakraborty, Chun-Hao Yang, Xingjian Zhen, Monami Banerjee, Derek B. Archer, David E. Vaillancourt, Vikas Singh, Baba C. Vemuri
2018	J	`jnl`	A mixture model for aggregation of multiple pre-trained weak classifiers. CoRR Rudrasis Chakraborty, Chun-Hao Yang, Baba C. Vemuri
2018	J	`jnl`	Dictionary Learning and Sparse Coding on Statistical Manifolds. CoRR Rudrasis Chakraborty, Monami Banerjee, Baba C. Vemuri
2018	J	`jnl`	Gaussian Distributions on Riemannian Symmetric Spaces: Statistical Learning With Structured Covariance Matrices. IEEE Trans. Inf. Theory Salem Said, Hatem Hajri, Lionel Bombrun, Baba C. Vemuri
2018	J	`jnl`	H-CNNs: Convolutional Neural Networks for Riemannian Homogeneous Spaces. CoRR Rudrasis Chakraborty, Monami Banerjee, Baba C. Vemuri
2018	J	`jnl`	ManifoldNet: A Deep Network Framework for Manifold-valued Data. CoRR Rudrasis Chakraborty, Jose Bouza, Jonathan H. Manton, Baba C. Vemuri
2018	J	`jnl`	Statistical Recurrent Models on Manifold valued Data. CoRR Rudrasis Chakraborty, Chun-Hao Yang, Xingjian Zhen, Monami Banerjee, Derek B. Archer, David E. Vaillancourt, Vikas Singh, Baba C. Vemuri
2017	A*	`conf`	A Geometric Framework for Statistical Analysis of Trajectories with Distinct Temporal Spans. ICCV Rudrasis Chakraborty, Vikas Singh, Nagesh Adluru, Baba C. Vemuri
2017	A*	`conf`	Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning. CVPR Rudrasis Chakraborty, Søren Hauberg, Baba C. Vemuri
2017	J	`jnl`	Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning. CoRR Rudrasis Chakraborty, Søren Hauberg, Baba C. Vemuri
2017	A*	`conf`	Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging. CVPR Hyunwoo J. Kim, Nagesh Adluru, Heemanshu Suri, Baba C. Vemuri, Sterling C. Johnson, Vikas Singh
2017	—	`conf`	Robust Fréchet Mean and PGA on Riemannian Manifolds with Applications to Neuroimaging. IPMI Monami Banerjee, Bing Jian, Baba C. Vemuri
2017	A*	`conf`	Sparse Exact PGA on Riemannian Manifolds. ICCV Monami Banerjee, Rudrasis Chakraborty, Baba C. Vemuri
2017	B	`conf`	Statistical analysis of longitudinal data and applications to neuro-imaging. ICIP Rudrasis Chakraborty, Baba C. Vemuri
2017	J	`jnl`	Statistics on the (compact) Stiefel manifold: Theory and Applications. CoRR Rudrasis Chakraborty, Baba C. Vemuri
2017	—	`conf`	Statistics on the space of trajectories for longitudinal data analysis. ISBI Rudrasis Chakraborty, Monami Banerjee, Baba C. Vemuri
2016	A*	`conf`	A Nonlinear Regression Technique for Manifold Valued Data with Applications to Medical Image Analysis. CVPR Monami Banerjee, Rudrasis Chakraborty, Edward Ofori, Michael S. Okun, David E. Vaillancourt, Baba C. Vemuri
2016	A*	`conf`	An Efficient Exact-PGA Algorithm for Constant Curvature Manifolds. CVPR Rudrasis Chakraborty, Dohyung Seo, Baba C. Vemuri
2016	J	`jnl`	An efficient Exact-PGA algorithm for constant curvature manifolds. CoRR Rudrasis Chakraborty, Dohyung Seo, Baba C. Vemuri
2016	J	`jnl`	Covariant Image Representation with Applications to Classification Problems in Medical Imaging. Int. J. Comput. Vis. Dohyung Seo, Jeffrey Ho, Baba C. Vemuri
2016	—	`conf`	Supervised learning for brain MR segmentation via fusion of partially labeled multiple atlases. ISBI Yan Deng, Anand Rangarajan, Baba C. Vemuri
2015	A*	`conf`	Interpolation on the Manifold of K Component GMMs. ICCV Hyunwoo J. Kim, Nagesh Adluru, Monami Banerjee, Baba C. Vemuri, Vikas Singh
2015	—	`conf`	Leveraging EAP-Sparsity for Compressed Sensing of MS-HARDI in (k, q)-Space. IPMI Jiaqi Sun, Elham Sakhaee, Alireza Entezari, Baba C. Vemuri
2015	A*	`conf`	Manifold-valued Dirichlet Processes. ICML Hyunwoo J. Kim, Jia Xu, Baba C. Vemuri, Vikas Singh
2015	—	`conf`	Nonlinear Regression on Riemannian Manifolds and Its Applications to Neuro-Image Analysis. MICCAI (1) Monami Banerjee, Rudrasis Chakraborty, Edward Ofori, David E. Vaillancourt, Baba C. Vemuri
2015	A*	`conf`	Recursive Fréchet Mean Computation on the Grassmannian and Its Applications to Computer Vision. ICCV Rudrasis Chakraborty, Baba C. Vemuri
2015	J	`jnl`	Tractography From HARDI Using an Intrinsic Unscented Kalman Filter. IEEE Trans. Medical Imaging Guang Cheng, Hesamoddin Salehian, John R. Forder, Baba C. Vemuri
2014	A*	`conf`	A Riemannian Framework for Matching Point Clouds Represented by the Schrödinger Distance Transform. CVPR Yan Deng, Anand Rangarajan, Stephan J. Eisenschenk, Baba C. Vemuri
2014	—	`conf`	Canonical Correlation Analysis on Riemannian Manifolds and Its Applications. ECCV (2) Hyunwoo J. Kim, Nagesh Adluru, Barbara B. Bendlin, Sterling C. Johnson, Baba C. Vemuri, Vikas Singh
2014	A*	`conf`	Tracking on the Product Manifold of Shape and Orientation for Tractography from Diffusion MRI. CVPR Yuanxiang Wang, Hesamoddin Salehian, Guang Cheng, Baba C. Vemuri
2014	—	`conf`	iPGA: Incremental Principal Geodesic Analysis with Applications to Movement Disorder Classification. MICCAI (2) Hesamoddin Salehian, David E. Vaillancourt, Baba C. Vemuri
2013	J	`jnl`	A Novel Dynamic System in the Space of SPD Matrices with Applications to Appearance Tracking. SIAM J. Imaging Sci. Guang Cheng, Baba C. Vemuri
2013	J	`jnl`	A robust variational approach for simultaneous smoothing and estimation of DTI. NeuroImage Meizhu Liu, Baba C. Vemuri, Rachid Deriche
2013	—	`conf`	Bhattacharyya median of symmetric positive-definite matrices and application to the denoising of diffusion-tensor fields. ISBI Malek Charfi, Zeineb Chebbi, Maher Moakher, Baba C. Vemuri
2013	A*	`conf`	Computing Diffeomorphic Paths for Large Motion Interpolation. CVPR Dohyung Seo, Jeffrey Ho, Baba C. Vemuri
2013	—	`conf`	Dictionary Learning on the Manifold of Square Root Densities and Application to Reconstruction of Diffusion Propagator Fields. IPMI Jiaqi Sun, Yuchen Xie, Wenxing Ye, Jeffrey Ho, Alireza Entezari, Stephen J. Blackband, Baba C. Vemuri
2013	J	`jnl`	Multiple Atlas Construction From A Heterogeneous Brain MR Image Collection. IEEE Trans. Medical Imaging Yuchen Xie, Jeffrey Ho, Baba C. Vemuri
2013	—	`conf`	On A Nonlinear Generalization of Sparse Coding and Dictionary Learning. ICML (3) Jeffrey Ho, Yuchen Xie, Baba C. Vemuri
2013	A*	`conf`	Recursive Estimation of the Stein Center of SPD Matrices and Its Applications. ICCV Hesamoddin Salehian, Guang Cheng, Baba C. Vemuri, Jeffrey Ho
2013	A	`conf`	Recursive Karcher Expectation Estimators And Geometric Law of Large Numbers. AISTATS Jeffrey Ho, Guang Cheng, Hesamoddin Salehian, Baba C. Vemuri
2013	J	`jnl`	Special Section in Celebration of Professor J.K. Aggarwal. Comput. Vis. Image Underst. Rama Chellappa, Baba C. Vemuri
2013	—	`conf`	Using the Bhattacharyya Mean for the Filtering and Clustering of Positive-Definite Matrices. GSI Malek Charfi, Zeineb Chebbi, Maher Moakher, Baba C. Vemuri
2012	—	`conf`	A Robust and Efficient Doubly Regularized Metric Learning Approach. ECCV (4) Meizhu Liu, Baba C. Vemuri
2012	—	`conf`	A novel intrinsic unscented Kalman filter for tractography from HARDI. ISBI Guang Cheng, Hesamoddin Salehian, Min-Sig Hwang, Dena Howland, John R. Forder, Baba C. Vemuri
2012	J	`jnl`	An Efficient Interlaced Multi-Shell Sampling Scheme for Reconstruction of Diffusion Propagators. IEEE Trans. Medical Imaging Wenxing Ye, Sharon Portnoy, Alireza Entezari, Stephen J. Blackband, Baba C. Vemuri
2012	—	`conf`	An over-complete dictionary based regularized reconstruction of a field of ensemble average propagators. ISBI Wenxing Ye, Baba C. Vemuri, Alireza Entezari
2012	J	`jnl`	Approximating Symmetric Positive Semidefinite Tensors of Even Order. SIAM J. Imaging Sci. Angelos Barmpoutis, Jeffrey Ho, Baba C. Vemuri
2012	J	`jnl`	Construction of a neuroanatomical shape complex atlas from 3D MRI brain structures. NeuroImage Ting Chen, Anand Rangarajan, Stephan J. Eisenschenk, Baba C. Vemuri
2012	—	`conf`	Efficient Recursive Algorithms for Computing the Mean Diffusion Tensor and Applications to DTI Segmentation. ECCV (7) Guang Cheng, Hesamoddin Salehian, Baba C. Vemuri
2012	B	`conf`	Jensen divergence based SPD matrix means and applications. ICPR Frank Nielsen, Meizhu Liu, Xiaojing Ye, Baba C. Vemuri
2012	J	`jnl`	Shape Retrieval Using Hierarchical Total Bregman Soft Clustering. IEEE Trans. Pattern Anal. Mach. Intell. Meizhu Liu, Baba C. Vemuri, Shun-ichi Amari, Frank Nielsen
2012	J	`jnl`	Trainable Convolution Filters and Their Application to Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Ritwik Kumar, Arunava Banerjee, Baba C. Vemuri, Hanspeter Pfister
2012	—	`conf`	Unsupervised automatic white matter fiber clustering using a Gaussian mixture model. ISBI Meizhu Liu, Baba C. Vemuri, Rachid Deriche
2011	J	`jnl`	A Quaternion Framework for Color Image Smoothing and Segmentation. Int. J. Comput. Vis. Özlem N. Subakan, Baba C. Vemuri
2011	—	`conf`	Atlas construction from high angular resolution diffusion imaging data represented by Gaussian Mixture fields. ISBI Guang Cheng, Baba C. Vemuri, Min-Sig Hwang, Dena Howland, John R. Forder
2011	—	`conf`	Box spline based 3D tomographic reconstruction of diffusion propagators from MRI data. ISBI Wenxing Ye, Sharon Portnoy, Alireza Entezari, Baba C. Vemuri, Stephen J. Blackband
2011	A*	`conf`	Maximizing all margins: Pushing face recognition with Kernel Plurality. ICCV Ritwik Kumar, Arunava Banerjee, Baba C. Vemuri, Hanspeter Pfister
2011	—	`conf`	Mixture of Segmenters with Discriminative Spatial Regularization and Sparse Weight Selection. MICCAI (3) Ting Chen, Baba C. Vemuri, Anand Rangarajan, Stephan J. Eisenschenk
2011	J	`jnl`	Non-Lambertian Reflectance Modeling and Shape Recovery of Faces Using Tensor Splines. IEEE Trans. Pattern Anal. Mach. Intell. Ritwik Kumar, Angelos Barmpoutis, Arunava Banerjee, Baba C. Vemuri
2011	—	`conf`	Nonnegative Factorization of Diffusion Tensor Images and Its Applications. IPMI Yuchen Xie, Jeffrey Ho, Baba C. Vemuri
2011	—	`conf`	RBoost: Riemannian distance based regularized Boosting. ISBI Meizhu Liu, Baba C. Vemuri
2011	J	`jnl`	Robust Point Set Registration Using Gaussian Mixture Models. IEEE Trans. Pattern Anal. Mach. Intell. Bing Jian, Baba C. Vemuri
2011	A*	`conf`	Robust and efficient regularized boosting using total Bregman divergence. CVPR Meizhu Liu, Baba C. Vemuri
2011	J	`jnl`	Total Bregman Divergence and Its Applications to DTI Analysis. IEEE Trans. Medical Imaging Baba C. Vemuri, Meizhu Liu, Shun-ichi Amari, Frank Nielsen
2010	—	`conf`	A unified framework for estimating diffusion tensors of any order with symmetric positive-definite constraints. ISBI Angelos Barmpoutis, Baba C. Vemuri
2010	J	`jnl`	Anisotropic Alpha-Kernels and Associated Flows. SIAM J. Imaging Sci. Micha Feigin, Nir A. Sochen, Baba C. Vemuri
2010	—	`conf`	CAVIAR: classification via aggregated regression and its application in classifying oasis brain database. ISBI Ting Chen, Anand Rangarajan, Baba C. Vemuri
2010	—	`conf`	Construction of Neuroanatomical Shape Complex Atlas from 3D Brain MRI. MICCAI (3) Ting Chen, Anand Rangarajan, Stephan J. Eisenschenk, Baba C. Vemuri
2010	B	`conf`	Eigenbubbles: An Enhanced Apparent BRDF Representation. ICPR Ritwik Kumar, Baba C. Vemuri, Arunava Banerjee
2010	J	`jnl`	Group-Wise Point-Set Registration Using a Novel CDF-Based Havrda-Charvát Divergence. Int. J. Comput. Vis. Ting Chen, Baba C. Vemuri, Anand Rangarajan, Stephan J. Eisenschenk
2010	A*	`conf`	Image atlas construction via intrinsic averaging on the manifold of images. CVPR Yuchen Xie, Jeffrey Ho, Baba C. Vemuri
2010	—	`conf`	Statistical Analysis of Tensor Fields. MICCAI (1) Yuchen Xie, Baba C. Vemuri, Jeffrey Ho
2010	—	`conf`	Tomographic reconstruction of diffusion propagators from DW-MRI using optimal sampling lattices. ISBI Wenxing Ye, Alireza Entezari, Baba C. Vemuri
2010	A*	`conf`	Total Bregman divergence and its applications to shape retrieval. CVPR Meizhu Liu, Baba C. Vemuri, Shun-ichi Amari, Frank Nielsen
2009	—	`conf`	A Physical Basis for Multi-Fiber Reconstruction from DW-MRI Data. ISBI Ritwik Kumar, Angelos Barmpoutis, Baba C. Vemuri, Paul R. Carney, Thomas H. Mareci
2009	—	`conf`	Adaptive Kernels for Multi-fiber Reconstruction. IPMI Angelos Barmpoutis, Bing Jian, Baba C. Vemuri
2009	—	`conf`	Closed-Form Jensen-Renyi Divergence for Mixture of Gaussians and Applications to Group-Wise Shape Registration. MICCAI (1) Fei Wang, Tanveer Fathima Syeda-Mahmood, Baba C. Vemuri, David Beymer, Anand Rangarajan
2009	—	`conf`	Color Image Segmentation in a Quaternion Framework. EMMCVPR Özlem N. Subakan, Baba C. Vemuri
2009	—	`conf`	Complex Diffusion on Scalar and Vector Valued Image Graphs. EMMCVPR Dohyung Seo, Baba C. Vemuri
2009	B	`conf`	Complex diffusion on image graphs. ICIP Dohyung Seo, Baba C. Vemuri
2009	—	`conf`	Generalized L2-Divergence and Its Application to Shape Alignment. IPMI Fei Wang, Baba C. Vemuri, Tanveer Fathima Syeda-Mahmood
2009	—	`conf`	Groupwise Registration and Atlas Construction of 4th-Order Tensor Fields Using the R MICCAI (1) Angelos Barmpoutis, Baba C. Vemuri
2009	—	`conf`	Multi-fiber Reconstruction from DW-MRI Using a Continuous Mixture of Hyperspherical von Mises-Fisher Distributions. IPMI Ritwik Kumar, Baba C. Vemuri, Fei Wang, Tanveer Fathima Syeda-Mahmood, Paul R. Carney, Thomas H. Mareci
2009	—	`conf`	Non-rigid Registration of High Angular Resolution Diffusion Images Represented by Gaussian Mixture Fields. MICCAI (1) Guang Cheng, Baba C. Vemuri, Paul R. Carney, Thomas H. Mareci
2009	—	`conf`	Quaternion-Based Color Image Smoothing Using a Spatially Varying Kernel. EMMCVPR Özlem N. Subakan, Baba C. Vemuri
2009	J	`jnl`	Regularized positive-definite fourth order tensor field estimation from DW-MRI. NeuroImage Angelos Barmpoutis, Min-Sig Hwang, Dena Howland, John R. Forder, Baba C. Vemuri
2009	A*	`conf`	Volterrafaces: Discriminant analysis using Volterra kernels. CVPR Ritwik Kumar, Arunava Banerjee, Baba C. Vemuri
2008	A*	`conf`	Beyond the Lambertian assumption: A generative model for Apparent BRDF fields of faces using anti-symmetric tensor splines. CVPR Angelos Barmpoutis, Ritwik Kumar, Baba C. Vemuri, Arunava Banerjee
2008	—	`conf`	Efficient anisotropic α-Kernels decompositions and flows. CVPR Workshops Micha Feigin, Nir A. Sochen, Baba C. Vemuri
2008	J	`jnl`	Erratum to "A novel tensor distribution model for the diffusion-weighted MR signal" [NeuroImage 37 (2007) 164-176]. NeuroImage Bing Jian, Baba C. Vemuri, Evren Özarslan, Paul R. Carney, Thomas H. Mareci
2008	—	`conf`	Extracting Tractosemas from a Displacement Probability Field for Tractography in DW-MRI. MICCAI (1) Angelos Barmpoutis, Baba C. Vemuri, Dena Howland, John R. Forder
2008	—	`conf`	Fast displacement probability profile approximation from HARDI using 4th-order tensors. ISBI Angelos Barmpoutis, Baba C. Vemuri, John R. Forder
2008	A*	`conf`	Image segmentation via convolution of a level-set function with a Rigaut Kernel. CVPR Özlem N. Subakan, Baba C. Vemuri
2008	—	`conf`	Information Theoretic Methods for Diffusion-Weighted MRI Analysis. ETVC Angelos Barmpoutis, Baba C. Vemuri
2008	A*	`conf`	Large margin pursuit for a Conic Section classifier. CVPR Santhosh Kodipaka, Arunava Banerjee, Baba C. Vemuri
2008	—	`conf`	Multi-fiber reconstruction from DW-MRI using a continuous mixture of von Mises-Fisher distributions. CVPR Workshops Ritwik Kumar, Angelos Barmpoutis, Baba C. Vemuri, Paul R. Carney, Thomas H. Mareci
2008	J	`jnl`	Simultaneous Nonrigid Registration of Multiple Point Sets and Atlas Construction. IEEE Trans. Pattern Anal. Mach. Intell. Fei Wang, Baba C. Vemuri, Anand Rangarajan, Stephan J. Eisenschenk
2007	—	`conf`	A Continuous Mixture of Tensors Model for Diffusion-Weighted Mr Signal Reconstruction. ISBI Bing Jian, Baba C. Vemuri, Evren Özarslan, Paul R. Carney, Thomas Mareci
2007	—	`conf`	A Geometric Variational Framework for Simultaneous Registration and Parcellation of Homologous Surfaces. SSVM Nicholas A. Lord, Jeffrey Ho, Baba C. Vemuri, Stephan J. Eisenschenk
2007	A	`conf`	A New Affine Registration Algorithm for Matching 2D Point Sets. WACV Jeffrey Ho, Ming-Hsuan Yang, Anand Rangarajan, Baba C. Vemuri
2007	J	`jnl`	A Unified Computational Framework for Deconvolution to Reconstruct Multiple Fibers From Diffusion Weighted MRI. IEEE Trans. Medical Imaging Bing Jian, Baba C. Vemuri
2007	J	`jnl`	A novel tensor distribution model for the diffusion-weighted MR signal. NeuroImage Bing Jian, Baba C. Vemuri, Evren Özarslan, Paul R. Carney, Thomas H. Mareci
2007	—	`conf`	Anisotropic SSVM Micha Feigin, Nir A. Sochen, Baba C. Vemuri
2007	J	`jnl`	Diffusion Basis Functions Decomposition for Estimating White Matter Intravoxel Fiber Geometry. IEEE Trans. Medical Imaging Alonso Ramirez-Manzanares, Mariano Rivera, Baba C. Vemuri, Paul R. Carney, Thomas H. Mareci
2007	—	`conf`	Exponential Tensors: A Framework for Efficient Higher-Order Dt-mri Computations. ISBI Angelos Barmpoutis, Baba C. Vemuri
2007	A*	`conf`	Feature Preserving Image Smoothing Using a Continuous Mixture of Tensors. ICCV Özlem N. Subakan, Bing Jian, Baba C. Vemuri, C. Eduardo Vallejos
2007	J	`jnl`	Kernel Fisher discriminant for shape-based classification in epilepsy. Medical Image Anal. Santhosh Kodipaka, Baba C. Vemuri, Anand Rangarajan, Christiana Morison Leonard, I. Schmallfuss, Stephan J. Eisenschenk
2007	A*	`conf`	Metric Learning Using Iwasawa Decomposition. ICCV Bing Jian, Baba C. Vemuri
2007	—	`conf`	Multi-fiber Reconstruction from Diffusion MRI Using Mixture of Wisharts and Sparse Deconvolution. IPMI Bing Jian, Baba C. Vemuri
2007	J	`jnl`	Non-Rigid Multi-Modal Image Registration Using Cross-Cumulative Residual Entropy. Int. J. Comput. Vis. Fei Wang, Baba C. Vemuri
2007	—	`conf`	Registration of High Angular Resolution Diffusion MRI Images Using 4 MICCAI (1) Angelos Barmpoutis, Baba C. Vemuri, John R. Forder
2007	J	`jnl`	Simultaneous Registration and Parcellation of Bilateral Hippocampal Surface Pairs for Local Asymmetry Quantification. IEEE Trans. Medical Imaging Nicholas A. Lord, Jeffrey Ho, Baba C. Vemuri, Stephan J. Eisenschenk
2007	—	`conf`	Symmetric Positive 4 IPMI Angelos Barmpoutis, Bing Jian, Baba C. Vemuri, Timothy M. Shepherd
2007	J	`jnl`	Tensor Splines for Interpolation and Approximation of DT-MRI With Applications to Segmentation of Isolated Rat Hippocampi. IEEE Trans. Medical Imaging Angelos Barmpoutis, Baba C. Vemuri, Timothy M. Shepherd, John R. Forder
2007	A*	`conf`	USSR: A Unified Framework for Simultaneous Smoothing, Segmentation, and Registration of Multiple Images. ICCV Nicholas A. Lord, Jeffrey Ho, Baba C. Vemuri
2006	—	`conf`	A Conic Section Classifier and its Application to Image Datasets. CVPR (1) Arunava Banerjee, Santhosh Kodipaka, Baba C. Vemuri
2006	—	`conf`	A nonparametric reconstruction and its matrix implementation for the diffusion orientation transform (DOT). ISBI Evren Özarslan, Timothy M. Shepherd, Baba C. Vemuri, Stephen J. Blackband, Thomas H. Mareci
2006	—	`conf`	Characterization of Anomalous Diffusion from MR Signal may be a New Probe to Tissue Microstructure. EMBC Evren Özarslan, Peter J. Basser, Timothy M. Shepherd, Peter E. Thelwall, Baba C. Vemuri, Stephen J. Blackband
2006	—	`conf`	Groupwise point pattern registration using a novel CDF-based Jensen-Shannon Divergence. CVPR (1) Fei Wang, Baba C. Vemuri, Anand Rangarajan
2006	—	`ch.`	Higher Rank Tensors in Diffusion MRI. Visualization and Processing of Tensor Fields Evren Özarslan, Baba C. Vemuri, Thomas H. Mareci
2006	J	`jnl`	Resolution of complex tissue microarchitecture using the diffusion orientation transform (DOT). NeuroImage Evren Özarslan, Timothy M. Shepherd, Baba C. Vemuri, Stephen J. Blackband, Thomas H. Mareci
2006	—	`conf`	Robust Tensor Splines for Approximation of Diffusion Tensor MRI Data. CVPR Workshops Angelos Barmpoutis, Baba C. Vemuri, John R. Forder
2006	—	`conf`	Segmentation of High Angular Resolution Diffusion MRI Modeled as a Field of von Mises-Fisher Mixtures. ECCV (3) Tim McGraw, Baba C. Vemuri, Robert Yezierski, Thomas Mareci
2006	—	`conf`	Simultaneous Nonrigid Registration of Multiple Point Sets and Atlas Construction. ECCV (3) Fei Wang, Baba C. Vemuri, Anand Rangarajan, Ilona M. Schmalfuss, Stephan J. Eisenschenk
2006	—	`conf`	von Mises-Fisher mixture model of the diffusion ODF. ISBI Tim McGraw, Baba C. Vemuri, Robert Yezierski, Thomas Mareci
2005	A*	`conf`	A Robust Algorithm for Point Set Registration Using Mixture of Gaussians. ICCV Bing Jian, Baba C. Vemuri
2005	J	`jnl`	DTI segmentation using an information theoretic tensor dissimilarity measure. IEEE Trans. Medical Imaging Zhizhou Wang, Baba C. Vemuri
2005	—	`conf`	Efficient Shape Indexing Using an Information Theoretic Representation. CIVR Eric Spellman, Baba C. Vemuri
2005	—	`ed.`	Energy Minimization Methods in Computer Vision and Pattern Recognition, 5th International Workshop, EMMCVPR 2005, St. Augustine, FL, USA, November 9-11, 2005, Proceedings EMMCVPR Anand Rangarajan, Baba C. Vemuri, Alan L. Yuille
2005	A	`conf`	Fast Orientation Mapping from HARDI. MICCAI Evren Özarslan, Timothy M. Shepherd, Baba C. Vemuri, Stephen J. Blackband, Thomas H. Mareci
2005	—	`conf`	Robust Nonrigid Multimodal Image Registration Using Local Frequency Maps. IPMI Bing Jian, Baba C. Vemuri, José L. Marroquín
2005	A	`conf`	Simultaneous Registration and Segmentation of Anatomical Structures from Brain MRI. MICCAI Fei Wang, Baba C. Vemuri
2005	—	`conf`	Using the KL-Center for Efficient and Accurate Retrieval of Distributions Arising from Texture Images. CVPR (1) Eric Spellman, Baba C. Vemuri, Murali Rao
2005	—	`conf`	Variational Principles for Diffusion Weighted MRI Restoration and Segmentation. CRV Baba C. Vemuri
2004	J	`jnl`	A constrained variational principle for direct estimation and smoothing of the diffusion tensor field from complex DWI. IEEE Trans. Medical Imaging Zhizhou Wang, Baba C. Vemuri, Yunmei Chen, Thomas H. Mareci
2004	—	`conf`	An Affine Invariant Tensor Dissimilarity Measure and Its Applications to Tensor-Valued Image Segmentation. CVPR (1) Zhizhou Wang, Baba C. Vemuri
2004	J	`jnl`	Cumulative Residual Entropy: A New Measure of Information. IEEE Trans. Inf. Theory Murali Rao, Yunmei Chen, Baba C. Vemuri, Fei Wang
2004	J	`jnl`	DT-MRI denoising and neuronal fiber tracking. Medical Image Anal. Tim McGraw, Baba C. Vemuri, Yunmei Chen, Murali Rao, Thomas Mareci
2004	—	`conf`	Estimation, Smoothing, and Characterization of Apparent Diffusion Coefficient Profiles from High Angular Resolution DWI. CVPR (1) Yunmei Chen, Weihong Guo, Qingguo Zeng, Xiaolu Yan, Feng Huang, Hao Zhang, Guojun He, Baba C. Vemuri, Yijun Liu
2004	—	`conf`	Fiber Orientation Mapping Using Generalized Diffusion Tensor Imaging. ISBI Evren Özarslan, Baba C. Vemuri, Thomas Mareci
2004	—	`conf`	Image Registration with Applications to Medical Imaging. ICVGIP Baba C. Vemuri
2004	—	`conf`	Matching 3D Shapes Using 2D Conformal Representations. MICCAI (1) Xianfeng Gu, Baba C. Vemuri
2004	—	`conf`	Recovery of Intra-voxel Structure from HARD DWI. ISBI Yunmei Chen, Weihong Guo, Qingguo Zeng, Guojun He, Baba C. Vemuri, Yijun Liu
2004	—	`conf`	Statistical Analysis of a Nonlinear Estimator for ADC and Its Application to Optimizing Diffusion Weighting Factors. ISBI Zhizhou Wang, Baba C. Vemuri, Evren Özarslan, Yunmei Chen, Thomas Mareci
2004	—	`conf`	Tensor Field Segmentation Using Region Based Active Contour Model. ECCV (4) Zhizhou Wang, Baba C. Vemuri
2004	J	`jnl`	The MPM-MAP algorithm for motion segmentation. Comput. Vis. Image Underst. Félix Calderón, José L. Marroquín, Salvador Botello, Baba C. Vemuri
2003	—	`conf`	A Constrained Variational Principle for Direct Estimation and Smoothing of the Diffusion Tensor Field from DWI. IPMI Zhizhou Wang, Baba C. Vemuri, Yunmei Chen, Thomas Mareci
2003	—	`conf`	A New & Robust Information Theoretic Measure and Its Application to Image Alignment. IPMI Fei Wang, Baba C. Vemuri, Murali Rao, Yunmei Chen
2003	A*	`conf`	Cumulative Residual Entropy, A New Measure of Information & its Application to Image Alignment. ICCV Fei Wang, Baba C. Vemuri, Murali Rao, Yunmei Chen
2003	—	`conf`	Diffusion Tensor MR Image Restoration. EMMCVPR Zhizhou Wang, Baba C. Vemuri, Yunmei Chen
2003	J	`jnl`	Image registration via level-set motion: Applications to atlas-based segmentation. Medical Image Anal. Baba C. Vemuri, J. Ye, Y. Chen, Christiana Morison Leonard
2003	—	`conf`	Simultaneous Smoothing and Estimation of the Tensor Field from Diffusion Tens or MRI. CVPR (1) Zhizhou Wang, Baba C. Vemuri, Yunmei Chen, Thomas Mareci
2002	—	`conf`	A geometric flow for white matter fibre tract reconstruction. ISBI Jennifer S. W. Campbell, Kaleem Siddiqi, Baba C. Vemuri, G. Bruce Pike
2002	—	`conf`	An Accurate and Efficient Bayesian Method for Automatic Segmentation of Brain MRI. ECCV (4) José L. Marroquín, Baba C. Vemuri, Salvador Botello, Félix Calderón
2002	J	`jnl`	An Accurate and Efficient Bayesian Method for Automatic Segmentation of Brain MRI. IEEE Trans. Medical Imaging José L. Marroquín, Baba C. Vemuri, Salvador Botello, Félix Calderón, Antonio Fernández-Bouzas
2002	—	`conf`	Automatic fiber tractography from DTI and its validation. ISBI Baba C. Vemuri, Yunmei Chen, Murali Rao, Zhizhou Wang, Tim McGraw, Thomas H. Mareci, Stephen J. Blackband, P. Reier
2002	J	`jnl`	Efficient multi-modal image registration using local-frequency maps. Mach. Vis. Appl. Jundong Liu, Baba C. Vemuri, Frank J. Bova
2002	—	`conf`	Kernel Fisher for Shape Based Classification in Epilepsy. MICCAI (2) N. Vohra, Baba C. Vemuri, Anand Rangarajan, Robin L. Gilmore, S. N. Roper, Christiana Morison Leonard
2002	—	`conf`	Line Integral Convolution for Visualization of Fiber Tract Maps from DTI. MICCAI (2) Tim McGraw, Baba C. Vemuri, Zhizhou Wang, Yunmei Chen, Murali Rao, Thomas Mareci
2002	J	`jnl`	Local Frequency Representations for Robust Multimodal Image Registration. IEEE Trans. Medical Imaging Jundong Liu, Baba C. Vemuri, José L. Marroquín
2002	—	`conf`	Real-Time DRR Generation Using Cylindrical Harmonics. MICCAI (2) Fei Wang, Thomas E. Davis, Baba C. Vemuri
2002	—	`conf`	Registration Assisted Image Smoothing and Segmentation. ECCV (4) Baba C. Vemuri, Yunmei Chen, Zhizhou Wang
2001	—	`conf`	An Interactive Algorithm for Image Denoising and Segmentation. SIBGRAPI Marcos C. de Andrade, Baba C. Vemuri
2001	J	`jnl`	Deformable Pedal Curves and Surfaces: Hybrid Geometric Active Models for Shape Recovery. Int. J. Comput. Vis. Baba C. Vemuri, Yanlin Guo, Zhizhou Wang
2001	A	`conf`	Fast Non-rigid Multimodal Image Registration Using Local Frequency Maps. MICCAI Baba C. Vemuri, Jundong Liu
2001	—	`conf`	Robust Multimodal Image Registration Using Local Frequency Representations. IPMI Baba C. Vemuri, Jundong Liu, José L. Marroquín
2000	J	`jnl`	A novel FEM-based dynamic framework for subdivision surfaces. Comput. Aided Des. Chhandomay Mandal, Hong Qin, Baba C. Vemuri
2000	J	`jnl`	Dynamic Modeling of Butterfly Subdivision Surfaces. IEEE Trans. Vis. Comput. Graph. Chhandomay Mandal, Hong Qin, Baba C. Vemuri
2000	A	`conf`	Multimodal image registration using local frequency. WACV Jonathan Liu, Baba C. Vemuri, Frank J. Bova
2000	J	`jnl`	Snake Pedals: Compact and Versatile Geometric Models with Physics-Based Control. IEEE Trans. Pattern Anal. Mach. Intell. Baba C. Vemuri, Yanlin Guo
2000	B	`conf`	The MPM-MAP Algorithm for Image Segmentatio. ICPR José L. Marroquín, Salvador Botello, Félix Calderón, Baba C. Vemuri
1999	—	`conf`	A novel FEM-based dynamic framework for subdivision surfaces. Symposium on Solid Modeling and Applications Chhandomay Mandal, Hong Qin, Baba C. Vemuri
1999	—	`conf`	Efficient Algorithms for Lossless Compression of 2D/3D Images. VISUAL F. Chen, Sartaj Sahni, Baba C. Vemuri
1999	J	`jnl`	Efficient hybrid search for visual reconstruction problems. Image Vis. Comput. Shang-Hong Lai, Baba C. Vemuri
1999	—	`conf`	Hybrid Geometric Active Models for Shape Recovery in Medical Images. IPMI Yanlin Guo, Baba C. Vemuri
1999	J	`jnl`	Medical image analysis. Medical Image Anal. Baba C. Vemuri, James S. Duncan
1999	—	`conf`	Variable-Bit-Lengthn Coding: An Effective Coding Method. VISUAL Sartaj Sahni, Baba C. Vemuri, F. Chen, C. Kapoor
1998	A*	`conf`	A Coupled PDE Model of Nonlinear Diffusion for Image Smoothing and Segmentation. CVPR Baba C. Vemuri, Li Wang, Yunmei Chen
1998	A	`conf`	A New Dynamic FEM-Based Subdivision Surface Model for Shape Recovery and Tracking in Medical Images. MICCAI Chhandomay Mandal, Baba C. Vemuri, Hong Qin
1998	J	`jnl`	An efficient motion estimator with application to medical image registration. Medical Image Anal. Baba C. Vemuri, Shuangying Huang, Sartaj Sahni, Christiana Morison Leonard, Cecile Mohr, Robin L. Gilmore, Jeffrey Fitzsimmons
1998	J	`jnl`	Dynamic Catmull-Clark Subdivision Surfaces. IEEE Trans. Vis. Comput. Graph. Hong Qin, Chhandomay Mandal, Baba C. Vemuri
1998	J	`jnl`	Efficient and Accurate Collision Detection for Granular Flow Simulation. Graph. Model. Image Process. Baba C. Vemuri, Li Chen, Loc Vu-Quoc, X. Zhang, O. Walton
1998	J	`jnl`	Fast Collision Detection Algorithms with Applications to Particle Flow. Comput. Graph. Forum Baba C. Vemuri, Y. Cao, Li Chen
1998	J	`jnl`	Fast numerical algorithms for fitting multiresolution hybrid shape models to brain MRI. Medical Image Anal. Baba C. Vemuri, Yanlin Guo, Shang-Hong Lai, Christiana Morison Leonard
1998	J	`jnl`	Generalized Capacitance Matrix Theorems and Algorithm for Solving Linear Systems. SIAM J. Sci. Comput. Shang-Hong Lai, Baba C. Vemuri
1998	J	`jnl`	Reliable and Efficient Computation of Optical Flow. Int. J. Comput. Vis. Shang-Hong Lai, Baba C. Vemuri
1998	A*	`conf`	Shape Recovery Using Dynamic Subdivision Surfaces. ICCV Chhandomay Mandal, Baba C. Vemuri, Hong Qin
1998	A*	`conf`	Snake Pedals: Geometric Models with Physics-Based Control. ICCV Baba C. Vemuri, Yanlin Guo
1997	J	`jnl`	A Fast Gibbs Sampler for Synthesizing Constrained Fractals. IEEE Trans. Vis. Comput. Graph. Baba C. Vemuri, Chhandomay Mandal, Shang-Hong Lai
1997	—	`conf`	A Robust and Efficient Algorithm for Image Registration. IPMI Baba C. Vemuri, Shuangying Huang, Sartaj Sahni, Christiana Morison Leonard, Cecile Mohr, T. Lucas, Robin L. Gilmore, Jeffrey Fitzsimmons
1997	A	`conf`	Dynamic smooth subdivision surfaces for data visualization. IEEE Visualization Chhandomay Mandal, Hong Qin, Baba C. Vemuri
1997	J	`jnl`	Fast numerical algorithms for fitting multiresolution hybrid shape models to brain MRI. Medical Image Anal. Baba C. Vemuri, Yanlin Guo, Christiana Morison Leonard, Shang-Hong Lai
1997	J	`jnl`	Physically Based Adaptive Preconditioning for Early Vision. IEEE Trans. Pattern Anal. Mach. Intell. Shang-Hong Lai, Baba C. Vemuri
1996	A	`conf`	A Fast Gibbs Sampler for Synthesizing Constrained Fractals. IEEE Visualization Baba C. Vemuri, Chhandomay Mandal
1996	J	`jnl`	A fast level set based algorithm for topology-independent shape modeling. J. Math. Imaging Vis. Ravi Malladi, James A. Sethian, Baba C. Vemuri
1996	—	`conf`	Fast Algorithms for Fitting Multiresolution Hybrid Shape Models to Brain MRI. VBC Baba C. Vemuri, Yanlin Guo, Shang-Hong Lai, Christiana Morison Leonard
1995	—	`conf`	Multiresolution Adaptive K-means Algorithm for Segmentation of Brain MRI. ICSC Baba C. Vemuri, Syed M. Rahman, J. Li
1995	J	`jnl`	Shape Modeling with Front Propagation: A Level Set Approach. IEEE Trans. Pattern Anal. Mach. Intell. Ravi Malladi, James A. Sethian, Baba C. Vemuri
1994	A*	`conf`	An O(N) iterative solution to the Poisson equation in low-level vision problems. CVPR Shang-Hong Lai, Baba C. Vemuri
1994	—	`conf`	Evolutionary Fronts for Topology-Independent Shape Modeling and Recoveery. ECCV (1) Ravi Malladi, James A. Sethian, Baba C. Vemuri
1994	J	`jnl`	Multiresolution stochastic hybrid shape models with fractal priors. ACM Trans. Graph. Baba C. Vemuri, A. Radisavljevic
1993	J	`jnl`	Constructing Intrinsic Parameters with Active Models for Invariant Surface Reconstruction. IEEE Trans. Pattern Anal. Mach. Intell. Baba C. Vemuri, Ravi Malladi
1993	A*	`conf`	From global to local, a continuum of shape models with fractal priors. CVPR Baba C. Vemuri, A. Radisavljevic
1993	J	`jnl`	Intrinsic parameters for surface representation using deformable models. IEEE Trans. Syst. Man Cybern. Baba C. Vemuri, Ravikanth Malladi
1993	—	`conf`	Multi-Resolution Stochastic 3D Shape Models for Image Segmentation. IPMI Baba C. Vemuri, A. Radisavljevic, Christiana Morison Leonard
1992	B	`conf`	An Efficient Expected Time Parallel Algorithm for Voronoi Construction. SPAA Baba C. Vemuri, R. Varadarajan, Niranjan Mayya
1992	—	`conf`	Constrained implicit function fitting. ICPR (1) Gabriel Taubin, Ruud M. Bolle, Baba C. Vemuri
1992	J	`jnl`	Invariant surface and motion estimation from sparse range data. J. Math. Imaging Vis. Baba C. Vemuri, Gunleiv Skofteland
1992	J	`jnl`	Range image understanding. Image Vis. Comput. Jake K. Aggarwal, Baba C. Vemuri
1992	J	`jnl`	Surface griding with intrinsic parameters. Pattern Recognit. Lett. Baba C. Vemuri, Ravi Malladi
1991	J	`jnl`	On Three-Dimensional Surface Reconstruction Methods. IEEE Trans. Pattern Anal. Mach. Intell. Ruud M. Bolle, Baba C. Vemuri
1991	A*	`conf`	Surface and motion estimation from sparse range data. CVPR Baba C. Vemuri, Gunleiv Skofteland
1988	A*	`conf`	Localization of objects from range data. CVPR Baba C. Vemuri, Jake K. Aggarwal
1987	—	`conf`	Representation and recognition of objects from depth maps. FJCC J. K. Aggarwal, Baba C. Vemuri
1986	J	`jnl`	Curvature-based representation of objects from range data. Image Vis. Comput. Baba C. Vemuri, Amar Mitiche, Jake K. Aggarwal
1984	J	`jnl`	A model for characterizing the motion of the solid-liquid interface in freezing solutions. Pattern Recognit. Baba C. Vemuri, Kenneth R. Diller, Jake K. Aggarwal
1983	J	`jnl`	Image analysis of solid-liquid interface morphology in freezing solutions. Pattern Recognit. Baba C. Vemuri, Kenneth R. Diller, Larry S. Davis, Jake K. Aggarwal