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Baba C. Vemuri
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- affiliation: University of Florida, Gainesville, FL, USA
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Journal Articles
- 2022
- [j71]Rudrasis Chakraborty
, Jose Bouza, Jonathan H. Manton
, Baba C. Vemuri
:
ManifoldNet: A Deep Neural Network for Manifold-Valued Data With Applications. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 799-810 (2022) - [j70]Monami Banerjee, Rudrasis Chakraborty
, Jose Bouza, Baba C. Vemuri
:
VolterraNet: A Higher Order Convolutional Network With Group Equivariance for Homogeneous Manifolds. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 823-833 (2022) - 2021
- [j69]Rudrasis Chakraborty
, Liu Yang
, Søren Hauberg
, Baba C. Vemuri
:
Intrinsic Grassmann Averages for Online Linear, Robust and Nonlinear Subspace Learning. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 3904-3917 (2021) - 2019
- [j68]Jiaqi Sun, Alireza Entezari, Baba C. Vemuri:
Exploiting structural redundancy in q-space for improved EAP reconstruction from highly undersampled (k, q)-space in DMRI. Medical Image Anal. 54: 122-137 (2019) - [j67]Baba C. Vemuri, Jiaqi Sun, Monami Banerjee, Zhixin Pan, Sara M. Turner, David D. Fuller, John R. Forder, Alireza Entezari:
A geometric framework for ensemble average propagator reconstruction from diffusion MRI. Medical Image Anal. 57: 89-105 (2019) - 2018
- [j66]Salem Said
, Hatem Hajri, Lionel Bombrun
, Baba C. Vemuri:
Gaussian Distributions on Riemannian Symmetric Spaces: Statistical Learning With Structured Covariance Matrices. IEEE Trans. Inf. Theory 64(2): 752-772 (2018) - 2016
- [j65]Dohyung Seo, Jeffrey Ho, Baba C. Vemuri:
Covariant Image Representation with Applications to Classification Problems in Medical Imaging. Int. J. Comput. Vis. 116(2): 190-209 (2016) - 2015
- [j64]Guang Cheng, Hesamoddin Salehian, John R. Forder, Baba C. Vemuri
:
Tractography From HARDI Using an Intrinsic Unscented Kalman Filter. IEEE Trans. Medical Imaging 34(1): 298-305 (2015) - 2013
- [j63]Rama Chellappa, Baba C. Vemuri:
Special Section in Celebration of Professor J.K. Aggarwal. Comput. Vis. Image Underst. 117(10): 1203 (2013) - [j62]Meizhu Liu, Baba C. Vemuri, Rachid Deriche
:
A robust variational approach for simultaneous smoothing and estimation of DTI. NeuroImage 67: 33-41 (2013) - [j61]Guang Cheng, Baba C. Vemuri:
A Novel Dynamic System in the Space of SPD Matrices with Applications to Appearance Tracking. SIAM J. Imaging Sci. 6(1): 592-615 (2013) - [j60]Yuchen Xie, Jeffrey Ho, Baba C. Vemuri:
Multiple Atlas Construction From A Heterogeneous Brain MR Image Collection. IEEE Trans. Medical Imaging 32(3): 628-635 (2013) - 2012
- [j59]Ting Chen, Anand Rangarajan
, Stephan J. Eisenschenk, Baba C. Vemuri:
Construction of a neuroanatomical shape complex atlas from 3D MRI brain structures. NeuroImage 60(3): 1778-1787 (2012) - [j58]Ritwik Kumar, Arunava Banerjee
, Baba C. Vemuri, Hanspeter Pfister
:
Trainable Convolution Filters and Their Application to Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 34(7): 1423-1436 (2012) - [j57]Meizhu Liu, Baba C. Vemuri, Shun-ichi Amari, Frank Nielsen
:
Shape Retrieval Using Hierarchical Total Bregman Soft Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 34(12): 2407-2419 (2012) - [j56]Angelos Barmpoutis
, Jeffrey Ho, Baba C. Vemuri:
Approximating Symmetric Positive Semidefinite Tensors of Even Order. SIAM J. Imaging Sci. 5(1): 434-464 (2012) - [j55]Wenxing Ye, Sharon Portnoy, Alireza Entezari, Stephen J. Blackband, Baba C. Vemuri:
An Efficient Interlaced Multi-Shell Sampling Scheme for Reconstruction of Diffusion Propagators. IEEE Trans. Medical Imaging 31(5): 1043-1050 (2012) - 2011
- [j54]Özlem N. Subakan, Baba C. Vemuri:
A Quaternion Framework for Color Image Smoothing and Segmentation. Int. J. Comput. Vis. 91(3): 233-250 (2011) - [j53]Ritwik Kumar, Angelos Barmpoutis
, Arunava Banerjee
, Baba C. Vemuri:
Non-Lambertian Reflectance Modeling and Shape Recovery of Faces Using Tensor Splines. IEEE Trans. Pattern Anal. Mach. Intell. 33(3): 533-567 (2011) - [j52]Bing Jian, Baba C. Vemuri:
Robust Point Set Registration Using Gaussian Mixture Models. IEEE Trans. Pattern Anal. Mach. Intell. 33(8): 1633-1645 (2011) - [j51]Baba C. Vemuri, Meizhu Liu, Shun-ichi Amari, Frank Nielsen
:
Total Bregman Divergence and Its Applications to DTI Analysis. IEEE Trans. Medical Imaging 30(2): 475-483 (2011) - 2010
- [j50]Ting Chen, Baba C. Vemuri, Anand Rangarajan
, Stephan J. Eisenschenk:
Group-Wise Point-Set Registration Using a Novel CDF-Based Havrda-Charvát Divergence. Int. J. Comput. Vis. 86(1): 111-124 (2010) - [j49]Micha Feigin, Nir A. Sochen, Baba C. Vemuri:
Anisotropic Alpha-Kernels and Associated Flows. SIAM J. Imaging Sci. 3(4): 904-925 (2010) - 2009
- [j48]Angelos Barmpoutis
, Min-Sig Hwang, Dena Howland
, John R. Forder, Baba C. Vemuri:
Regularized positive-definite fourth order tensor field estimation from DW-MRI. NeuroImage 45(1): S153-S162 (2009) - 2008
- [j47]Bing Jian, Baba C. Vemuri, Evren Özarslan
, Paul R. Carney, Thomas H. Mareci
:
Erratum to "A novel tensor distribution model for the diffusion-weighted MR signal" [NeuroImage 37 (2007) 164-176]. NeuroImage 42(2): 1045-1046 (2008) - [j46]Fei Wang, Baba C. Vemuri, Anand Rangarajan
, Stephan J. Eisenschenk:
Simultaneous Nonrigid Registration of Multiple Point Sets and Atlas Construction. IEEE Trans. Pattern Anal. Mach. Intell. 30(11): 2011-2022 (2008) - 2007
- [j45]Fei Wang, Baba C. Vemuri:
Non-Rigid Multi-Modal Image Registration Using Cross-Cumulative Residual Entropy. Int. J. Comput. Vis. 74(2): 201-215 (2007) - [j44]Santhosh Kodipaka, Baba C. Vemuri, Anand Rangarajan
, Christiana Morison Leonard, I. Schmallfuss, Stephan J. Eisenschenk:
Kernel Fisher discriminant for shape-based classification in epilepsy. Medical Image Anal. 11(1): 79-90 (2007) - [j43]Bing Jian, Baba C. Vemuri, Evren Özarslan
, Paul R. Carney, Thomas H. Mareci
:
A novel tensor distribution model for the diffusion-weighted MR signal. NeuroImage 37(1): 164-176 (2007) - [j42]Nicholas A. Lord, Jeffrey Ho, Baba C. Vemuri, Stephan J. Eisenschenk:
Simultaneous Registration and Parcellation of Bilateral Hippocampal Surface Pairs for Local Asymmetry Quantification. IEEE Trans. Medical Imaging 26(4): 471-478 (2007) - [j41]Alonso Ramirez-Manzanares, Mariano Rivera
, Baba C. Vemuri, Paul R. Carney, Thomas H. Mareci
:
Diffusion Basis Functions Decomposition for Estimating White Matter Intravoxel Fiber Geometry. IEEE Trans. Medical Imaging 26(8): 1091-1102 (2007) - [j40]Bing Jian, Baba C. Vemuri:
A Unified Computational Framework for Deconvolution to Reconstruct Multiple Fibers From Diffusion Weighted MRI. IEEE Trans. Medical Imaging 26(11): 1464-1471 (2007) - [j39]Angelos Barmpoutis
, Baba C. Vemuri, Timothy M. Shepherd, John R. Forder:
Tensor Splines for Interpolation and Approximation of DT-MRI With Applications to Segmentation of Isolated Rat Hippocampi. IEEE Trans. Medical Imaging 26(11): 1537-1546 (2007) - 2006
- [j38]Evren Özarslan
, Timothy M. Shepherd, Baba C. Vemuri, Stephen J. Blackband, Thomas H. Mareci
:
Resolution of complex tissue microarchitecture using the diffusion orientation transform (DOT). NeuroImage 31(3): 1086-1103 (2006) - 2005
- [j37]Zhizhou Wang, Baba C. Vemuri:
DTI segmentation using an information theoretic tensor dissimilarity measure. IEEE Trans. Medical Imaging 24(10): 1267-1277 (2005) - 2004
- [j36]Félix Calderón, José L. Marroquín, Salvador Botello, Baba C. Vemuri:
The MPM-MAP algorithm for motion segmentation. Comput. Vis. Image Underst. 95(2): 165-183 (2004) - [j35]Tim McGraw
, Baba C. Vemuri, Yunmei Chen, Murali Rao, Thomas Mareci
:
DT-MRI denoising and neuronal fiber tracking. Medical Image Anal. 8(2): 95-111 (2004) - [j34]Murali Rao, Yunmei Chen, Baba C. Vemuri, Fei Wang:
Cumulative Residual Entropy: A New Measure of Information. IEEE Trans. Inf. Theory 50(6): 1220-1228 (2004) - [j33]Zhizhou Wang, Baba C. Vemuri, Yunmei Chen, Thomas H. Mareci
:
A constrained variational principle for direct estimation and smoothing of the diffusion tensor field from complex DWI. IEEE Trans. Medical Imaging 23(8): 930-939 (2004) - 2003
- [j32]Baba C. Vemuri, J. Ye, Y. Chen, Christiana Morison Leonard:
Image registration via level-set motion: Applications to atlas-based segmentation. Medical Image Anal. 7(1): 1-20 (2003) - 2002
- [j31]Jundong Liu, Baba C. Vemuri, Frank J. Bova:
Efficient multi-modal image registration using local-frequency maps. Mach. Vis. Appl. 13(3): 149-163 (2002) - [j30]Jundong Liu, Baba C. Vemuri, José L. Marroquín:
Local Frequency Representations for Robust Multimodal Image Registration. IEEE Trans. Medical Imaging 21(5): 462-469 (2002) - [j29]José L. Marroquín, Baba C. Vemuri, Salvador Botello, Félix Calderón, Antonio Fernández-Bouzas:
An Accurate and Efficient Bayesian Method for Automatic Segmentation of Brain MRI. IEEE Trans. Medical Imaging 21(8): 934-945 (2002) - 2001
- [j28]Baba C. Vemuri, Yanlin Guo, Zhizhou Wang:
Deformable Pedal Curves and Surfaces: Hybrid Geometric Active Models for Shape Recovery. Int. J. Comput. Vis. 44(2): 137-155 (2001) - 2000
- [j27]Chhandomay Mandal, Hong Qin, Baba C. Vemuri:
A novel FEM-based dynamic framework for subdivision surfaces. Comput. Aided Des. 32(8-9): 479-497 (2000) - [j26]Baba C. Vemuri, Yanlin Guo:
Snake Pedals: Compact and Versatile Geometric Models with Physics-Based Control. IEEE Trans. Pattern Anal. Mach. Intell. 22(5): 445-459 (2000) - [j25]Chhandomay Mandal, Hong Qin, Baba C. Vemuri:
Dynamic Modeling of Butterfly Subdivision Surfaces. IEEE Trans. Vis. Comput. Graph. 6(3): 265-287 (2000) - 1999
- [j24]Shang-Hong Lai
, Baba C. Vemuri:
Efficient hybrid search for visual reconstruction problems. Image Vis. Comput. 17(1): 37-49 (1999) - [j23]Baba C. Vemuri, James S. Duncan:
Medical image analysis. Medical Image Anal. 3(4): 407 (1999) - 1998
- [j22]Baba C. Vemuri, Y. Cao, Li Chen:
Fast Collision Detection Algorithms with Applications to Particle Flow. Comput. Graph. Forum 17(2): 121-134 (1998) - [j21]Baba C. Vemuri, Li Chen, Loc Vu-Quoc
, X. Zhang, O. Walton:
Efficient and Accurate Collision Detection for Granular Flow Simulation. Graph. Model. Image Process. 60(6): 403-422 (1998) - [j20]Shang-Hong Lai
, Baba C. Vemuri:
Reliable and Efficient Computation of Optical Flow. Int. J. Comput. Vis. 29(2): 87-105 (1998) - [j19]Baba C. Vemuri, Shuangying Huang, Sartaj Sahni, Christiana Morison Leonard, Cecile Mohr, Robin L. Gilmore, Jeffrey Fitzsimmons:
An efficient motion estimator with application to medical image registration. Medical Image Anal. 2(1): 79-98 (1998) - [j18]Baba C. Vemuri, Yanlin Guo, Shang-Hong Lai, Christiana Morison Leonard:
Fast numerical algorithms for fitting multiresolution hybrid shape models to brain MRI. Medical Image Anal. 2(1): 99 (1998) - [j17]Shang-Hong Lai
, Baba C. Vemuri:
Generalized Capacitance Matrix Theorems and Algorithm for Solving Linear Systems. SIAM J. Sci. Comput. 19(3): 1024-1045 (1998) - [j16]Hong Qin, Chhandomay Mandal, Baba C. Vemuri:
Dynamic Catmull-Clark Subdivision Surfaces. IEEE Trans. Vis. Comput. Graph. 4(3): 215-229 (1998) - 1997
- [j15]Baba C. Vemuri, Yanlin Guo, Christiana Morison Leonard, Shang-Hong Lai
:
Fast numerical algorithms for fitting multiresolution hybrid shape models to brain MRI. Medical Image Anal. 1(4): 343-362 (1997) - [j14]Shang-Hong Lai
, Baba C. Vemuri:
Physically Based Adaptive Preconditioning for Early Vision. IEEE Trans. Pattern Anal. Mach. Intell. 19(6): 594-607 (1997) - [j13]Baba C. Vemuri, Chhandomay Mandal, Shang-Hong Lai
:
A Fast Gibbs Sampler for Synthesizing Constrained Fractals. IEEE Trans. Vis. Comput. Graph. 3(4): 337-351 (1997) - 1996
- [j12]Ravi Malladi, James A. Sethian, Baba C. Vemuri:
A fast level set based algorithm for topology-independent shape modeling. J. Math. Imaging Vis. 6(2-3): 269-289 (1996) - 1995
- [j11]Ravi Malladi, James A. Sethian, Baba C. Vemuri:
Shape Modeling with Front Propagation: A Level Set Approach. IEEE Trans. Pattern Anal. Mach. Intell. 17(2): 158-175 (1995) - 1994
- [j10]Baba C. Vemuri, A. Radisavljevic:
Multiresolution stochastic hybrid shape models with fractal priors. ACM Trans. Graph. 13(2): 177-207 (1994) - 1993
- [j9]Baba C. Vemuri, Ravi Malladi:
Constructing Intrinsic Parameters with Active Models for Invariant Surface Reconstruction. IEEE Trans. Pattern Anal. Mach. Intell. 15(7): 668-681 (1993) - [j8]Baba C. Vemuri, Ravikanth Malladi:
Intrinsic parameters for surface representation using deformable models. IEEE Trans. Syst. Man Cybern. 23(2): 614-623 (1993) - 1992
- [j7]Jake K. Aggarwal, Baba C. Vemuri:
Range image understanding. Image Vis. Comput. 10(3): 131 (1992) - [j6]Baba C. Vemuri, Gunleiv Skofteland:
Invariant surface and motion estimation from sparse range data. J. Math. Imaging Vis. 1(1): 43-64 (1992) - [j5]Baba C. Vemuri, Ravi Malladi:
Surface griding with intrinsic parameters. Pattern Recognit. Lett. 13(11): 805-812 (1992) - 1991
- [j4]Ruud M. Bolle, Baba C. Vemuri:
On Three-Dimensional Surface Reconstruction Methods. IEEE Trans. Pattern Anal. Mach. Intell. 13(1): 1-13 (1991) - 1986
- [j3]Baba C. Vemuri, Amar Mitiche, Jake K. Aggarwal:
Curvature-based representation of objects from range data. Image Vis. Comput. 4(2): 107-114 (1986) - 1984
- [j2]Baba C. Vemuri, Kenneth R. Diller, Jake K. Aggarwal:
A model for characterizing the motion of the solid-liquid interface in freezing solutions. Pattern Recognit. 17(3): 313-319 (1984) - 1983
- [j1]Baba C. Vemuri, Kenneth R. Diller, Larry S. Davis, Jake K. Aggarwal:
Image analysis of solid-liquid interface morphology in freezing solutions. Pattern Recognit. 16(1): 51-61 (1983)
Conference and Workshop Papers
- 2023
- [c150]Jose J. Bouza, Chun-Hao Yang
, Baba C. Vemuri:
Geometric Deep Learning for Unsupervised Registration of Diffusion Magnetic Resonance Images. IPMI 2023: 563-575 - [c149]Xiran Fan, Chun-Hao Yang, Baba C. Vemuri:
Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space. NeurIPS 2023 - 2022
- [c148]Xiran Fan, Chun-Hao Yang
, Baba C. Vemuri
:
Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design. CVPR 2022: 356-365 - 2021
- [c147]Chun-Hao Yang
, Baba C. Vemuri:
Nested Grassmanns for Dimensionality Reduction with Applications to Shape Analysis. IPMI 2021: 136-149 - [c146]Jose J. Bouza, Chun-Hao Yang
, David E. Vaillancourt, Baba C. Vemuri:
A Higher Order Manifold-Valued Convolutional Neural Network with Applications to Diffusion MRI Processing. IPMI 2021: 304-317 - 2019
- [c145]Rudrasis Chakraborty, Jose Bouza, Jonathan H. Manton, Baba C. Vemuri:
A Deep Neural Network for Manifold-Valued Data with Applications to Neuroimaging. IPMI 2019: 112-124 - [c144]Chun-Hao Yang
, Baba C. Vemuri:
Shrinkage Estimation on the Manifold of Symmetric Positive-Definite Matrices with Applications to Neuroimaging. IPMI 2019: 566-578 - [c143]Monami Banerjee, Rudrasis Chakraborty, Derek B. Archer, David E. Vaillancourt, Baba C. Vemuri:
DMR-CNN: A CNN Tailored For DMR Scans With Applications To PD Classification. ISBI 2019: 388-391 - 2018
- [c142]Rudrasis Chakraborty, Chun-Hao Yang
, Baba C. Vemuri:
A Mixture Model for Aggregation of Multiple Pre-Trained Weak Classifiers. CVPR Workshops 2018: 341-348 - [c141]Rudrasis Chakraborty, Chun-Hao Yang, Xingjian Zhen, Monami Banerjee, Derek B. Archer, David E. Vaillancourt, Vikas Singh, Baba C. Vemuri:
A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices. NeurIPS 2018: 8897-8908 - 2017
- [c140]Rudrasis Chakraborty, Søren Hauberg
, Baba C. Vemuri:
Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning. CVPR 2017: 801-809 - [c139]Hyunwoo J. Kim, Nagesh Adluru, Heemanshu Suri, Baba C. Vemuri, Sterling C. Johnson, Vikas Singh:
Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging. CVPR 2017: 5777-5786 - [c138]Rudrasis Chakraborty, Vikas Singh, Nagesh Adluru, Baba C. Vemuri:
A Geometric Framework for Statistical Analysis of Trajectories with Distinct Temporal Spans. ICCV 2017: 172-181 - [c137]Monami Banerjee, Rudrasis Chakraborty, Baba C. Vemuri:
Sparse Exact PGA on Riemannian Manifolds. ICCV 2017: 5020-5028 - [c136]Rudrasis Chakraborty, Baba C. Vemuri:
Statistical analysis of longitudinal data and applications to neuro-imaging. ICIP 2017: 211-214 - [c135]Monami Banerjee, Bing Jian, Baba C. Vemuri:
Robust Fréchet Mean and PGA on Riemannian Manifolds with Applications to Neuroimaging. IPMI 2017: 3-15 - [c134]Rudrasis Chakraborty, Monami Banerjee, Baba C. Vemuri:
Statistics on the space of trajectories for longitudinal data analysis. ISBI 2017: 999-1002 - 2016
- [c133]Rudrasis Chakraborty, Dohyung Seo, Baba C. Vemuri:
An Efficient Exact-PGA Algorithm for Constant Curvature Manifolds. CVPR 2016: 3976-3984 - [c132]Monami Banerjee, Rudrasis Chakraborty, Edward Ofori
, Michael S. Okun
, David E. Vaillancourt, Baba C. Vemuri:
A Nonlinear Regression Technique for Manifold Valued Data with Applications to Medical Image Analysis. CVPR 2016: 4424-4432 - [c131]Yan Deng, Anand Rangarajan
, Baba C. Vemuri:
Supervised learning for brain MR segmentation via fusion of partially labeled multiple atlases. ISBI 2016: 633-637 - 2015
- [c130]Hyunwoo J. Kim
, Nagesh Adluru, Monami Banerjee, Baba C. Vemuri, Vikas Singh:
Interpolation on the Manifold of K Component GMMs. ICCV 2015: 2884-2892 - [c129]Rudrasis Chakraborty, Baba C. Vemuri:
Recursive Fréchet Mean Computation on the Grassmannian and Its Applications to Computer Vision. ICCV 2015: 4229-4237 - [c128]Hyunwoo J. Kim, Jia Xu, Baba C. Vemuri, Vikas Singh:
Manifold-valued Dirichlet Processes. ICML 2015: 1199-1208 - [c127]Jiaqi Sun, Elham Sakhaee, Alireza Entezari, Baba C. Vemuri:
Leveraging EAP-Sparsity for Compressed Sensing of MS-HARDI in (k, q)-Space. IPMI 2015: 375-386 - [c126]Monami Banerjee, Rudrasis Chakraborty, Edward Ofori
, David E. Vaillancourt, Baba C. Vemuri:
Nonlinear Regression on Riemannian Manifolds and Its Applications to Neuro-Image Analysis. MICCAI (1) 2015: 719-727 - 2014
- [c125]Yuanxiang Wang, Hesamoddin Salehian, Guang Cheng, Baba C. Vemuri:
Tracking on the Product Manifold of Shape and Orientation for Tractography from Diffusion MRI. CVPR 2014: 3051-3056 - [c124]Yan Deng, Anand Rangarajan
, Stephan J. Eisenschenk, Baba C. Vemuri:
A Riemannian Framework for Matching Point Clouds Represented by the Schrödinger Distance Transform. CVPR 2014: 3756-3761 - [c123]Hyunwoo J. Kim
, Nagesh Adluru, Barbara B. Bendlin
, Sterling C. Johnson, Baba C. Vemuri, Vikas Singh:
Canonical Correlation Analysis on Riemannian Manifolds and Its Applications. ECCV (2) 2014: 251-267 - [c122]Hesamoddin Salehian, David E. Vaillancourt, Baba C. Vemuri:
iPGA: Incremental Principal Geodesic Analysis with Applications to Movement Disorder Classification. MICCAI (2) 2014: 765-772 - 2013
- [c121]Jeffrey Ho, Guang Cheng, Hesamoddin Salehian, Baba C. Vemuri:
Recursive Karcher Expectation Estimators And Geometric Law of Large Numbers. AISTATS 2013: 325-332 - [c120]Dohyung Seo, Jeffrey Ho, Baba C. Vemuri:
Computing Diffeomorphic Paths for Large Motion Interpolation. CVPR 2013: 1227-1232 - [c119]Malek Charfi, Zeineb Chebbi, Maher Moakher
, Baba C. Vemuri:
Using the Bhattacharyya Mean for the Filtering and Clustering of Positive-Definite Matrices. GSI 2013: 551-558 - [c118]Hesamoddin Salehian, Guang Cheng, Baba C. Vemuri, Jeffrey Ho:
Recursive Estimation of the Stein Center of SPD Matrices and Its Applications. ICCV 2013: 1793-1800 - [c117]Jeffrey Ho, Yuchen Xie, Baba C. Vemuri:
On A Nonlinear Generalization of Sparse Coding and Dictionary Learning. ICML (3) 2013: 1480-1488 - [c116]Jiaqi Sun, Yuchen Xie, Wenxing Ye, Jeffrey Ho, Alireza Entezari, Stephen J. Blackband, Baba C. Vemuri:
Dictionary Learning on the Manifold of Square Root Densities and Application to Reconstruction of Diffusion Propagator Fields. IPMI 2013: 619-631 - [c115]Malek Charfi, Zeineb Chebbi, Maher Moakher
, Baba C. Vemuri:
Bhattacharyya median of symmetric positive-definite matrices and application to the denoising of diffusion-tensor fields. ISBI 2013: 1227-1230 - 2012
- [c114]Guang Cheng, Hesamoddin Salehian, Baba C. Vemuri:
Efficient Recursive Algorithms for Computing the Mean Diffusion Tensor and Applications to DTI Segmentation. ECCV (7) 2012: 390-401 - [c113]Meizhu Liu, Baba C. Vemuri:
A Robust and Efficient Doubly Regularized Metric Learning Approach. ECCV (4) 2012: 646-659 - [c112]Frank Nielsen, Meizhu Liu, Xiaojing Ye, Baba C. Vemuri:
Jensen divergence based SPD matrix means and applications. ICPR 2012: 2841-2844 - [c111]Meizhu Liu, Baba C. Vemuri, Rachid Deriche:
Unsupervised automatic white matter fiber clustering using a Gaussian mixture model. ISBI 2012: 522-525 - [c110]Guang Cheng, Hesamoddin Salehian, Min-Sig Hwang, Dena Howland
, John R. Forder, Baba C. Vemuri:
A novel intrinsic unscented Kalman filter for tractography from HARDI. ISBI 2012: 534-537 - [c109]Wenxing Ye, Baba C. Vemuri, Alireza Entezari:
An over-complete dictionary based regularized reconstruction of a field of ensemble average propagators. ISBI 2012: 940-943 - 2011
- [c108]Meizhu Liu, Baba C. Vemuri:
Robust and efficient regularized boosting using total Bregman divergence. CVPR 2011: 2897-2902 - [c107]Ritwik Kumar, Arunava Banerjee, Baba C. Vemuri, Hanspeter Pfister
:
Maximizing all margins: Pushing face recognition with Kernel Plurality. ICCV 2011: 2375-2382 - [c106]Yuchen Xie, Jeffrey Ho, Baba C. Vemuri:
Nonnegative Factorization of Diffusion Tensor Images and Its Applications. IPMI 2011: 550-561 - [c105]Wenxing Ye, Sharon Portnoy, Alireza Entezari, Baba C. Vemuri, Stephen J. Blackband:
Box spline based 3D tomographic reconstruction of diffusion propagators from MRI data. ISBI 2011: 397-400 - [c104]Guang Cheng, Baba C. Vemuri, Min-Sig Hwang, Dena Howland
, John R. Forder:
Atlas construction from high angular resolution diffusion imaging data represented by Gaussian Mixture fields. ISBI 2011: 549-552 - [c103]Meizhu Liu, Baba C. Vemuri:
RBoost: Riemannian distance based regularized Boosting. ISBI 2011: 1831-1834 - [c102]Ting Chen, Baba C. Vemuri, Anand Rangarajan
, Stephan J. Eisenschenk:
Mixture of Segmenters with Discriminative Spatial Regularization and Sparse Weight Selection. MICCAI (3) 2011: 595-602 - 2010
- [c101]Yuchen Xie, Jeffrey Ho, Baba C. Vemuri:
Image atlas construction via intrinsic averaging on the manifold of images. CVPR 2010: 2933-2939 - [c100]Meizhu Liu, Baba C. Vemuri, Shun-ichi Amari, Frank Nielsen
:
Total Bregman divergence and its applications to shape retrieval. CVPR 2010: 3463-3468 - [c99]Ritwik Kumar, Baba C. Vemuri, Arunava Banerjee:
Eigenbubbles: An Enhanced Apparent BRDF Representation. ICPR 2010: 1686-1689 - [c98]Wenxing Ye, Alireza Entezari, Baba C. Vemuri:
Tomographic reconstruction of diffusion propagators from DW-MRI using optimal sampling lattices. ISBI 2010: 788-791 - [c97]Ting Chen, Anand Rangarajan
, Baba C. Vemuri:
CAVIAR: classification via aggregated regression and its application in classifying oasis brain database. ISBI 2010: 1337-1340 - [c96]Angelos Barmpoutis
, Baba C. Vemuri:
A unified framework for estimating diffusion tensors of any order with symmetric positive-definite constraints. ISBI 2010: 1385-1388 - [c95]Ting Chen, Anand Rangarajan
, Stephan J. Eisenschenk, Baba C. Vemuri:
Construction of Neuroanatomical Shape Complex Atlas from 3D Brain MRI. MICCAI (3) 2010: 65-72 - [c94]Yuchen Xie, Baba C. Vemuri, Jeffrey Ho:
Statistical Analysis of Tensor Fields. MICCAI (1) 2010: 682-689 - 2009
- [c93]Ritwik Kumar, Arunava Banerjee, Baba C. Vemuri:
Volterrafaces: Discriminant analysis using Volterra kernels. CVPR 2009: 150-155 - [c92]Dohyung Seo, Baba C. Vemuri:
Complex Diffusion on Scalar and Vector Valued Image Graphs. EMMCVPR 2009: 98-111 - [c91]Özlem N. Subakan, Baba C. Vemuri:
Color Image Segmentation in a Quaternion Framework. EMMCVPR 2009: 401-414 - [c90]Özlem N. Subakan, Baba C. Vemuri:
Quaternion-Based Color Image Smoothing Using a Spatially Varying Kernel. EMMCVPR 2009: 415-428 - [c89]Dohyung Seo, Baba C. Vemuri:
Complex diffusion on image graphs. ICIP 2009: 2969-2972 - [c88]Ritwik Kumar, Baba C. Vemuri, Fei Wang, Tanveer Fathima Syeda-Mahmood, Paul R. Carney, Thomas H. Mareci
:
Multi-fiber Reconstruction from DW-MRI Using a Continuous Mixture of Hyperspherical von Mises-Fisher Distributions. IPMI 2009: 139-150 - [c87]Fei Wang, Baba C. Vemuri, Tanveer Fathima Syeda-Mahmood:
Generalized L2-Divergence and Its Application to Shape Alignment. IPMI 2009: 227-238 - [c86]Angelos Barmpoutis
, Bing Jian, Baba C. Vemuri:
Adaptive Kernels for Multi-fiber Reconstruction. IPMI 2009: 338-349 - [c85]Ritwik Kumar, Angelos Barmpoutis
, Baba C. Vemuri, Paul R. Carney, Thomas H. Mareci
:
A Physical Basis for Multi-Fiber Reconstruction from DW-MRI Data. ISBI 2009: 626-629 - [c84]Guang Cheng, Baba C. Vemuri, Paul R. Carney, Thomas H. Mareci
:
Non-rigid Registration of High Angular Resolution Diffusion Images Represented by Gaussian Mixture Fields. MICCAI (1) 2009: 190-197 - [c83]Angelos Barmpoutis
, Baba C. Vemuri:
Groupwise Registration and Atlas Construction of 4th-Order Tensor Fields Using the R + Riemannian Metric. MICCAI (1) 2009: 640-647 - [c82]Fei Wang, Tanveer Fathima Syeda-Mahmood, Baba C. Vemuri, David Beymer, Anand Rangarajan
:
Closed-Form Jensen-Renyi Divergence for Mixture of Gaussians and Applications to Group-Wise Shape Registration. MICCAI (1) 2009: 648-655 - 2008
- [c81]Angelos Barmpoutis
, Ritwik Kumar, Baba C. Vemuri, Arunava Banerjee:
Beyond the Lambertian assumption: A generative model for Apparent BRDF fields of faces using anti-symmetric tensor splines. CVPR 2008 - [c80]Micha Feigin, Nir A. Sochen, Baba C. Vemuri:
Efficient anisotropic α-Kernels decompositions and flows. CVPR Workshops 2008: 1-8 - [c79]Santhosh Kodipaka, Arunava Banerjee, Baba C. Vemuri:
Large margin pursuit for a Conic Section classifier. CVPR 2008 - [c78]Ritwik Kumar, Angelos Barmpoutis
, Baba C. Vemuri, Paul R. Carney, Thomas H. Mareci
:
Multi-fiber reconstruction from DW-MRI using a continuous mixture of von Mises-Fisher distributions. CVPR Workshops 2008: 1-8 - [c77]Özlem N. Subakan, Baba C. Vemuri:
Image segmentation via convolution of a level-set function with a Rigaut Kernel. CVPR 2008 - [c76]Angelos Barmpoutis
, Baba C. Vemuri:
Information Theoretic Methods for Diffusion-Weighted MRI Analysis. ETVC 2008: 327-346 - [c75]Angelos Barmpoutis
, Baba C. Vemuri, John R. Forder:
Fast displacement probability profile approximation from HARDI using 4th-order tensors. ISBI 2008: 911-914 - [c74]Angelos Barmpoutis
, Baba C. Vemuri, Dena Howland
, John R. Forder:
Extracting Tractosemas from a Displacement Probability Field for Tractography in DW-MRI. MICCAI (1) 2008: 9-16 - 2007
- [c73]Bing Jian, Baba C. Vemuri:
Metric Learning Using Iwasawa Decomposition. ICCV 2007: 1-6 - [c72]Nicholas A. Lord, Jeffrey Ho, Baba C. Vemuri:
USSR: A Unified Framework for Simultaneous Smoothing, Segmentation, and Registration of Multiple Images. ICCV 2007: 1-6 - [c71]Özlem N. Subakan, Bing Jian, Baba C. Vemuri, C. Eduardo Vallejos
:
Feature Preserving Image Smoothing Using a Continuous Mixture of Tensors. ICCV 2007: 1-6 - [c70]Angelos Barmpoutis
, Bing Jian, Baba C. Vemuri, Timothy M. Shepherd:
Symmetric Positive 4th Order Tensors & Their Estimation from Diffusion Weighted MRI. IPMI 2007: 308-319 - [c69]Bing Jian, Baba C. Vemuri:
Multi-fiber Reconstruction from Diffusion MRI Using Mixture of Wisharts and Sparse Deconvolution. IPMI 2007: 384-395 - [c68]Bing Jian, Baba C. Vemuri, Evren Özarslan
, Paul R. Carney, Thomas Mareci
:
A Continuous Mixture of Tensors Model for Diffusion-Weighted Mr Signal Reconstruction. ISBI 2007: 772-775 - [c67]Angelos Barmpoutis
, Baba C. Vemuri:
Exponential Tensors: A Framework for Efficient Higher-Order Dt-mri Computations. ISBI 2007: 792-795 - [c66]Angelos Barmpoutis
, Baba C. Vemuri, John R. Forder:
Registration of High Angular Resolution Diffusion MRI Images Using 4 th Order Tensors. MICCAI (1) 2007: 908-915 - [c65]Micha Feigin, Nir A. Sochen, Baba C. Vemuri:
Anisotropic alpha -Kernels and Associated Flows. SSVM 2007: 484-495 - [c64]Nicholas A. Lord, Jeffrey Ho, Baba C. Vemuri, Stephan J. Eisenschenk:
A Geometric Variational Framework for Simultaneous Registration and Parcellation of Homologous Surfaces. SSVM 2007: 789-800 - [c63]Jeffrey Ho, Ming-Hsuan Yang, Anand Rangarajan
, Baba C. Vemuri:
A New Affine Registration Algorithm for Matching 2D Point Sets. WACV 2007: 25 - 2006
- [c62]Angelos Barmpoutis
, Baba C. Vemuri, John R. Forder:
Robust Tensor Splines for Approximation of Diffusion Tensor MRI Data. CVPR Workshops 2006: 86 - [c61]Arunava Banerjee, Santhosh Kodipaka, Baba C. Vemuri:
A Conic Section Classifier and its Application to Image Datasets. CVPR (1) 2006: 103-108 - [c60]Fei Wang, Baba C. Vemuri, Anand Rangarajan
:
Groupwise point pattern registration using a novel CDF-based Jensen-Shannon Divergence. CVPR (1) 2006: 1283-1288 - [c59]Tim McGraw
, Baba C. Vemuri, Robert Yezierski, Thomas Mareci
:
Segmentation of High Angular Resolution Diffusion MRI Modeled as a Field of von Mises-Fisher Mixtures. ECCV (3) 2006: 463-475 - [c58]Fei Wang, Baba C. Vemuri, Anand Rangarajan
, Ilona M. Schmalfuss, Stephan J. Eisenschenk:
Simultaneous Nonrigid Registration of Multiple Point Sets and Atlas Construction. ECCV (3) 2006: 551-563 - [c57]Evren Özarslan
, Peter J. Basser, Timothy M. Shepherd, Peter E. Thelwall, Baba C. Vemuri, Stephen J. Blackband:
Characterization of Anomalous Diffusion from MR Signal may be a New Probe to Tissue Microstructure. EMBC 2006: 2256-2259 - [c56]Tim McGraw
, Baba C. Vemuri, Robert Yezierski, Thomas Mareci:
von Mises-Fisher mixture model of the diffusion ODF. ISBI 2006: 65-68 - [c55]Evren Özarslan, Timothy M. Shepherd, Baba C. Vemuri, Stephen J. Blackband, Thomas H. Mareci:
A nonparametric reconstruction and its matrix implementation for the diffusion orientation transform (DOT). ISBI 2006: 85-88 - 2005
- [c54]Eric Spellman, Baba C. Vemuri:
Efficient Shape Indexing Using an Information Theoretic Representation. CIVR 2005: 145-153 - [c53]Baba C. Vemuri:
Variational Principles for Diffusion Weighted MRI Restoration and Segmentation. CRV 2005 - [c52]Eric Spellman, Baba C. Vemuri, Murali Rao:
Using the KL-Center for Efficient and Accurate Retrieval of Distributions Arising from Texture Images. CVPR (1) 2005: 111-116 - [c51]Bing Jian, Baba C. Vemuri:
A Robust Algorithm for Point Set Registration Using Mixture of Gaussians. ICCV 2005: 1246-1251 - [c50]Bing Jian, Baba C. Vemuri, José L. Marroquín:
Robust Nonrigid Multimodal Image Registration Using Local Frequency Maps. IPMI 2005: 504-515 - [c49]Fei Wang, Baba C. Vemuri:
Simultaneous Registration and Segmentation of Anatomical Structures from Brain MRI. MICCAI 2005: 17-25 - [c48]Evren Özarslan, Timothy M. Shepherd, Baba C. Vemuri, Stephen J. Blackband, Thomas H. Mareci:
Fast Orientation Mapping from HARDI. MICCAI 2005: 156-163 - 2004
- [c47]Zhizhou Wang, Baba C. Vemuri:
An Affine Invariant Tensor Dissimilarity Measure and Its Applications to Tensor-Valued Image Segmentation. CVPR (1) 2004: 228-233 - [c46]Yunmei Chen, Weihong Guo, Qingguo Zeng, Xiaolu Yan, Feng Huang, Hao Zhang, Guojun He, Baba C. Vemuri, Yijun Liu:
Estimation, Smoothing, and Characterization of Apparent Diffusion Coefficient Profiles from High Angular Resolution DWI. CVPR (1) 2004: 588-593 - [c45]Zhizhou Wang, Baba C. Vemuri:
Tensor Field Segmentation Using Region Based Active Contour Model. ECCV (4) 2004: 304-315 - [c44]Baba C. Vemuri:
Image Registration with Applications to Medical Imaging. ICVGIP 2004: 691 - [c43]Yunmei Chen, Weihong Guo, Qingguo Zeng, Guojun He, Baba C. Vemuri, Yijun Liu:
Recovery of Intra-voxel Structure from HARD DWI. ISBI 2004: 1028-1031 - [c42]Zhizhou Wang, Baba C. Vemuri, Evren Özarslan, Yunmei Chen, Thomas Mareci:
Statistical Analysis of a Nonlinear Estimator for ADC and Its Application to Optimizing Diffusion Weighting Factors. ISBI 2004: 1032-1035 - [c41]Evren Özarslan, Baba C. Vemuri, Thomas Mareci:
Fiber Orientation Mapping Using Generalized Diffusion Tensor Imaging. ISBI 2004: 1036-1038 - [c40]Xianfeng Gu
, Baba C. Vemuri:
Matching 3D Shapes Using 2D Conformal Representations. MICCAI (1) 2004: 771-780 - 2003
- [c39]Zhizhou Wang, Baba C. Vemuri, Yunmei Chen, Thomas Mareci:
Simultaneous Smoothing and Estimation of the Tensor Field from Diffusion Tens or MRI. CVPR (1) 2003: 461-466 - [c38]Zhizhou Wang, Baba C. Vemuri, Yunmei Chen:
Diffusion Tensor MR Image Restoration. EMMCVPR 2003: 421-435 - [c37]Fei Wang, Baba C. Vemuri, Murali Rao, Yunmei Chen:
Cumulative Residual Entropy, A New Measure of Information & its Application to Image Alignment. ICCV 2003: 548-553 - [c36]Fei Wang, Baba C. Vemuri, Murali Rao, Yunmei Chen:
A New & Robust Information Theoretic Measure and Its Application to Image Alignment. IPMI 2003: 388-400 - [c35]Zhizhou Wang, Baba C. Vemuri, Yunmei Chen, Thomas Mareci:
A Constrained Variational Principle for Direct Estimation and Smoothing of the Diffusion Tensor Field from DWI. IPMI 2003: 660-671 - 2002
- [c34]Baba C. Vemuri, Yunmei Chen, Zhizhou Wang:
Registration Assisted Image Smoothing and Segmentation. ECCV (4) 2002: 546-559 - [c33]José L. Marroquín, Baba C. Vemuri, Salvador Botello, Félix Calderón:
An Accurate and Efficient Bayesian Method for Automatic Segmentation of Brain MRI. ECCV (4) 2002: 560-574 - [c32]Baba C. Vemuri, Yunmei Chen, Murali Rao, Zhizhou Wang, Tim McGraw
, Thomas H. Mareci
, Stephen J. Blackband, P. Reier:
Automatic fiber tractography from DTI and its validation. ISBI 2002: 501-504 - [c31]Jennifer S. W. Campbell, Kaleem Siddiqi
, Baba C. Vemuri, G. Bruce Pike:
A geometric flow for white matter fibre tract reconstruction. ISBI 2002: 505-508 - [c30]N. Vohra, Baba C. Vemuri, Anand Rangarajan
, Robin L. Gilmore, S. N. Roper, Christiana Morison Leonard:
Kernel Fisher for Shape Based Classification in Epilepsy. MICCAI (2) 2002: 436-443 - [c29]Tim McGraw
, Baba C. Vemuri, Zhizhou Wang, Yunmei Chen, Murali Rao, Thomas Mareci:
Line Integral Convolution for Visualization of Fiber Tract Maps from DTI. MICCAI (2) 2002: 615-622 - [c28]Fei Wang, Thomas E. Davis, Baba C. Vemuri:
Real-Time DRR Generation Using Cylindrical Harmonics. MICCAI (2) 2002: 671-678 - 2001
- [c27]Baba C. Vemuri, Jundong Liu, José L. Marroquín:
Robust Multimodal Image Registration Using Local Frequency Representations. IPMI 2001: 176-182 - [c26]Baba C. Vemuri, Jundong Liu:
Fast Non-rigid Multimodal Image Registration Using Local Frequency Maps. MICCAI 2001: 1363-1365 - [c25]Marcos C. de Andrade, Baba C. Vemuri:
An Interactive Algorithm for Image Denoising and Segmentation. SIBGRAPI 2001: 274-281 - 2000
- [c24]José L. Marroquín, Salvador Botello, Félix Calderón, Baba C. Vemuri:
The MPM-MAP Algorithm for Image Segmentatio. ICPR 2000: 1303-1308 - [c23]Jonathan Liu, Baba C. Vemuri, Frank J. Bova:
Multimodal image registration using local frequency. WACV 2000: 120-125 - 1999
- [c22]Yanlin Guo, Baba C. Vemuri:
Hybrid Geometric Active Models for Shape Recovery in Medical Images. IPMI 1999: 112-125 - [c21]Chhandomay Mandal, Hong Qin, Baba C. Vemuri:
A novel FEM-based dynamic framework for subdivision surfaces. Symposium on Solid Modeling and Applications 1999: 191-202 - [c20]Sartaj Sahni, Baba C. Vemuri, F. Chen, C. Kapoor:
Variable-Bit-Lengthn Coding: An Effective Coding Method. VISUAL 1999: 665-672 - [c19]F. Chen, Sartaj Sahni, Baba C. Vemuri:
Efficient Algorithms for Lossless Compression of 2D/3D Images. VISUAL 1999: 681-688 - 1998
- [c18]Baba C. Vemuri, Li Wang, Yunmei Chen:
A Coupled PDE Model of Nonlinear Diffusion for Image Smoothing and Segmentation. CVPR 1998: 132-137 - [c17]Baba C. Vemuri, Yanlin Guo:
Snake Pedals: Geometric Models with Physics-Based Control. ICCV 1998: 427-432 - [c16]Chhandomay Mandal, Baba C. Vemuri, Hong Qin:
Shape Recovery Using Dynamic Subdivision Surfaces. ICCV 1998: 805-810 - [c15]Chhandomay Mandal, Baba C. Vemuri, Hong Qin:
A New Dynamic FEM-Based Subdivision Surface Model for Shape Recovery and Tracking in Medical Images. MICCAI 1998: 753-760 - 1997
- [c14]Baba C. Vemuri, Shuangying Huang, Sartaj Sahni, Christiana Morison Leonard, Cecile Mohr, T. Lucas, Robin L. Gilmore, Jeffrey Fitzsimmons:
A Robust and Efficient Algorithm for Image Registration. IPMI 1997: 465-470 - [c13]Chhandomay Mandal, Hong Qin, Baba C. Vemuri:
Dynamic smooth subdivision surfaces for data visualization. IEEE Visualization 1997: 371-378 - 1996
- [c12]Baba C. Vemuri, Yanlin Guo, Shang-Hong Lai, Christiana Morison Leonard:
Fast Algorithms for Fitting Multiresolution Hybrid Shape Models to Brain MRI. VBC 1996: 213-222 - [c11]Baba C. Vemuri, Chhandomay Mandal:
A Fast Gibbs Sampler for Synthesizing Constrained Fractals. IEEE Visualization 1996: 29-35 - 1995
- [c10]Baba C. Vemuri, Syed M. Rahman, J. Li:
Multiresolution Adaptive K-means Algorithm for Segmentation of Brain MRI. ICSC 1995: 347-354 - 1994
- [c9]Shang-Hong Lai
, Baba C. Vemuri:
An O(N) iterative solution to the Poisson equation in low-level vision problems. CVPR 1994: 9-14 - [c8]Ravi Malladi, James A. Sethian, Baba C. Vemuri:
Evolutionary Fronts for Topology-Independent Shape Modeling and Recoveery. ECCV (1) 1994: 3-13 - 1993
- [c7]Baba C. Vemuri, A. Radisavljevic:
From global to local, a continuum of shape models with fractal priors. CVPR 1993: 307-313 - [c6]Baba C. Vemuri, A. Radisavljevic, Christiana Morison Leonard:
Multi-Resolution Stochastic 3D Shape Models for Image Segmentation. IPMI 1993: 62-76 - 1992
- [c5]Gabriel Taubin
, Ruud M. Bolle, Baba C. Vemuri:
Constrained implicit function fitting. ICPR (1) 1992: 268-271 - [c4]Baba C. Vemuri, R. Varadarajan, Niranjan Mayya:
An Efficient Expected Time Parallel Algorithm for Voronoi Construction. SPAA 1992: 392-401 - 1991
- [c3]Baba C. Vemuri, Gunleiv Skofteland:
Surface and motion estimation from sparse range data. CVPR 1991: 751-752 - 1988
- [c2]Baba C. Vemuri, Jake K. Aggarwal:
Localization of objects from range data. CVPR 1988: 893-898 - 1987
- [c1]J. K. Aggarwal, Baba C. Vemuri:
Representation and recognition of objects from depth maps. FJCC 1987: 628-635
Parts in Books or Collections
- 2006
- [p1]Evren Özarslan
, Baba C. Vemuri, Thomas H. Mareci
:
Higher Rank Tensors in Diffusion MRI. Visualization and Processing of Tensor Fields 2006: 177-187
Editorship
- 2005
- [e1]Anand Rangarajan, Baba C. Vemuri, Alan L. Yuille:
Energy Minimization Methods in Computer Vision and Pattern Recognition, 5th International Workshop, EMMCVPR 2005, St. Augustine, FL, USA, November 9-11, 2005, Proceedings. Lecture Notes in Computer Science 3757, Springer 2005, ISBN 3-540-30287-5 [contents]
Informal and Other Publications
- 2023
- [i14]Xiran Fan, Chun-Hao Yang, Baba C. Vemuri:
Horocycle Decision Boundaries for Large Margin Classification in Hyperbolic Space. CoRR abs/2302.06807 (2023) - [i13]Gianfranco Cortes, Yue Yu, Robin Chen, Melissa Armstrong, David E. Vaillancourt, Baba C. Vemuri:
Higher Order Gauge Equivariant CNNs on Riemannian Manifolds and Applications. CoRR abs/2305.16657 (2023) - 2021
- [i12]Monami Banerjee, Rudrasis Chakraborty, Jose Bouza, Baba C. Vemuri:
VolterraNet: A higher order convolutional network with group equivariance for homogeneous manifolds. CoRR abs/2106.15301 (2021) - [i11]Xiran Fan, Chun-Hao Yang, Baba C. Vemuri:
Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design. CoRR abs/2112.03402 (2021) - 2020
- [i10]Jose J. Bouza, Chun-Hao Yang, David E. Vaillancourt, Baba C. Vemuri:
MVC-Net: A Convolutional Neural Network Architecture for Manifold-Valued Images With Applications. CoRR abs/2003.01234 (2020) - [i9]Chun-Hao Yang, Baba C. Vemuri:
Nested Grassmanns for Dimensionality Reduction. CoRR abs/2010.14589 (2020) - 2018
- [i8]Rudrasis Chakraborty, Monami Banerjee, Baba C. Vemuri:
Dictionary Learning and Sparse Coding on Statistical Manifolds. CoRR abs/1805.02505 (2018) - [i7]Rudrasis Chakraborty, Monami Banerjee, Baba C. Vemuri:
H-CNNs: Convolutional Neural Networks for Riemannian Homogeneous Spaces. CoRR abs/1805.05487 (2018) - [i6]Rudrasis Chakraborty, Chun-Hao Yang, Xingjian Zhen, Monami Banerjee, Derek B. Archer, David E. Vaillancourt, Vikas Singh, Baba C. Vemuri:
Statistical Recurrent Models on Manifold valued Data. CoRR abs/1805.11204 (2018) - [i5]Rudrasis Chakraborty, Chun-Hao Yang, Baba C. Vemuri:
A mixture model for aggregation of multiple pre-trained weak classifiers. CoRR abs/1806.00003 (2018) - [i4]Rudrasis Chakraborty, Jose Bouza, Jonathan H. Manton, Baba C. Vemuri:
ManifoldNet: A Deep Network Framework for Manifold-valued Data. CoRR abs/1809.06211 (2018) - 2017
- [i3]Rudrasis Chakraborty, Søren Hauberg, Baba C. Vemuri:
Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning. CoRR abs/1702.01005 (2017) - [i2]Rudrasis Chakraborty, Baba C. Vemuri:
Statistics on the (compact) Stiefel manifold: Theory and Applications. CoRR abs/1708.00045 (2017) - 2016
- [i1]Rudrasis Chakraborty, Dohyung Seo, Baba C. Vemuri:
An efficient Exact-PGA algorithm for constant curvature manifolds. CoRR abs/1603.03984 (2016)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
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