Baba C. Vemuri

1. Shape modeling with front propagation: a level set approach
   1995/01/01 by R. Malladi, James A. Sethian, Baba C. Vemuri · 5 citations
   Computer Science · Engineering · Mathematics · #Medical Image Segmentation Techniques #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Curvature #Computer graphics #Computer science #Computer vision #Level set (data structures) #Signed distance function #Representation (politics) #Mean curvature #Hypersurface #Level set method #Solid modeling #Artificial intelligence #Algorithm #Mathematics #Geometry #Mathematical analysis #Image (mathematics) #Image segmentation
2. Gaussian distributions on Riemannian symmetric spaces: statistical learning with structured covariance matrices
   2016/07/23 by Salem Said, Said, Salem, Hatem Hajri +5 · 4 citations
   Mathematics · #FOS: Mathematics #Statistics Theory (math.ST) #math.ST #stat.TH
3. Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design
   2021/12/03 by Xiran Fan, Fan, Xiran, Chun-Hao Yang +3 · 2 citations
   Computer Science · Engineering · Mathematics · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging and Analysis #cs.AI #cs.LG #stat.ML
4. Statistics on the (compact) Stiefel manifold: Theory and Applications
   2017/07/31 by Rudrasis Chakraborty, Chakraborty, Rudrasis, Baba C. Vemuri +2 · 2 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Morphological variations and asymmetry #cs.CV
5. ManifoldNet: A Deep Network Framework for Manifold-valued Data
   2018/09/11 by Rudrasis Chakraborty, Chakraborty, Rudrasis, Jose Bouza +6 · 4 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Human Pose and Action Recognition #Infrared Thermography in Medicine #cs.CV
6. A CNN for homogneous Riemannian manifolds with applications to Neuroimaging
   2018/05/14 by Rudrasis Chakraborty, Chakraborty, Rudrasis, Monami Banerjee +3 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
7. An Empirical Bayes Approach to Shrinkage Estimation on the Manifold of Symmetric Positive-Definite Matrices
   2020/07/04 by Chun-Hao Yang, Yang, Chun-Hao, Hani Doss +3 · 2 citations
   Computer Science · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Bayesian Methods and Mixture Models #FOS: Mathematics #Random Matrices and Applications #Statistics Theory (math.ST) #math.ST #stat.TH
8. Nested Grassmannians for Dimensionality Reduction with Applications
   2020/10/27 by Chun-Hao Yang, Yang, Chun-Hao, Baba C. Vemuri +1 · 1 citation
   Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Methodology (stat.ME) #cs.CV #stat.ME
9. VolterraNet: A higher order convolutional network with group equivariance for homogeneous manifolds
   2021/06/05 by Monami Banerjee, Rudrasis Chakraborty, Banerjee, Monami +5 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG