Aswin C. Sankaranarayanan

One Network to Solve Them All — Solving Linear Inverse Problems Using Deep Projection Models

Je-Yuan Chang, Chunliang Li, Barnabás Póczos et al. · 2017 · 326 citations

Geometric Learning, Convolutional Neural Network, Engineering +16

FlatCam: Thin, Lensless Cameras Using Coded Aperture and Computation

M. Salman Asif, Ali Ayremlou, Aswin C. Sankaranarayanan et al. · IEEE Transactions on Computational Imaging · 2016 · 246 citations

Light Field Imaging, Image Reconstruction, Image Sensor +13

SpaRCS: Recovering low-rank and sparse matrices from compressive measurements

Andrew E. Waters, Aswin C. Sankaranarayanan, Richard G. Baraniuk · 2011 · 182 citations

Object Detection, Tracking and Recognition for Multiple Smart Cameras

Aswin C. Sankaranarayanan, Ashok Veeraraghavan, Rama Chellappa · Proceedings of the IEEE · 2008 · 173 citations

Scene Analysis, Engineering, Projective Nature +17

Greedy feature selection for subspace clustering

Eva L. Dyer, Aswin C. Sankaranarayanan, Richard G. Baraniuk · Journal of Machine Learning Research · 2013 · 161 citations

Engineering, Machine Learning, Orthogonal Matching Pursuit +16