← Authors

Baba C. Vemuri

13 papers · 2013–2022 · 2 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (25) 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (9) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸ’Ž Century Club (13) πŸ”₯ Unstoppable (5) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (71)

Conferences

CVPR (8) ICCV (5)

Top co-authors

Rudrasis Chakraborty (6) Nagesh Adluru (3) Monami Banerjee (3) Vikas Singh (3) Hyunwoo J. Kim (2) Jeffrey Ho (2) Guang Cheng (2) Hesamoddin Salehian (2) Dohyung Seo (2) Soren Hauberg (1)

Keywords

riemannian manifold (4) geodesic distance (2) geodesic regression (2) manifold-valued datum (2) riemannian geometry (2) grassmann manifold (2) point cloud registration (1) k-means clustering (1) manifold learning (1) nonlinear regression (1) gradient descent (1) recursive estimation (1) kernel regression (1) frechet mean (1) brain imaging (1) computer vision (1) alzheimer disease (1) karcher mean (1) hierarchical representation (1) quadratic programming (1)

Papers

Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design CVPR 2022
Sparse Exact PGA on Riemannian Manifolds ICCV 2017
Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging CVPR 2017
Intrinsic Grassmann Averages for Online Linear and Robust Subspace Learning CVPR 2017
A Geometric Framework for Statistical Analysis of Trajectories With Distinct Temporal Spans ICCV 2017
An Efficient Exact-PGA Algorithm for Constant Curvature Manifolds CVPR 2016
A Nonlinear Regression Technique for Manifold Valued Data With Applications to Medical Image Analysis CVPR 2016
Interpolation on the Manifold of K Component GMMs ICCV 2015
Recursive Frechet Mean Computation on the Grassmannian and its Applications to Computer Vision ICCV 2015
A Riemannian Framework for Matching Point Clouds Represented by the Schrodinger Distance Transform CVPR 2014
Tracking on the Product Manifold of Shape and Orientation for Tractography from Diffusion MRI CVPR 2014
Computing Diffeomorphic Paths for Large Motion Interpolation CVPR 2013
Recursive Estimation of the Stein Center of SPD Matrices and Its Applications ICCV 2013