Concepedia

Yaniv Romano

YR

Statistics

Publications

23

Citations

2.3K

H-Index

18

Active since

2013

Affiliations

Technion – Israel Institute of Technology(Current)

Stanford University

Yaniv Romano is an author at Technion – Israel Institute of Technology specializing in machine learning, computer science, and computing.

ORCID

Publications per year

2013–2022

23

Publications

23

The Little Engine That Could: Regularization by Denoising (RED)

Yaniv Romano, Michael Elad, Peyman Milanfar · SIAM Journal on Imaging Sciences · 2017 · 901 citations

, , +12

RAISR: Rapid and Accurate Image Super Resolution

Yaniv Romano, John Isidoro, Peyman Milanfar · IEEE Transactions on Computational Imaging · 2016 · 283 citations

, , +16

Boosting of Image Denoising Algorithms

Yaniv Romano, Michael Elad · SIAM Journal on Imaging Sciences · 2015 · 150 citations

, , +15

Theoretical Foundations of Deep Learning via Sparse Representations: A Multilayer Sparse Model and Its Connection to Convolutional Neural Networks

Vardan Papyan, Yaniv Romano, Jeremias Sulam et al. · IEEE Signal Processing Magazine · 2018 · 129 citations

, , +15

Single Image Interpolation Via Adaptive Nonlocal Sparsity-Based Modeling

Yaniv Romano, Matan Protter, Michael Elad · IEEE Transactions on Image Processing · 2014 · 124 citations

, , +6

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