Concepedia

Aswin C. Sankaranarayanan

AC

71

Publications

3.8K

Citations

34

H-Index

2002

Active since

Affiliations

Carnegie Mellon University(Current)

Rice University

University of Maryland, College Park

University of California, Riverside

Adobe Systems (United States)

Aswin C. Sankaranarayanan is an author at Carnegie Mellon University specializing in engineering, machine vision, and computer vision.

Top concepts

EngineeringMachine VisionComputer VisionImage AnalysisComputational ImagingComputer ScienceInverse ProblemsComputational GeometrySignal ProcessingBiomedical Imaging

Publications per year

2002–2023

71

Publications

71

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

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