Total variation, adaptive total variation and nonconvex smoothly clipped absolute deviation penalty for denoising blocky images

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

Business, Biostatistics, Computer Science +17

Nonlinear total variation based noise removal algorithms

L. Rudin, Stanley Osher, Emad Fatemi · Physica D Nonlinear Phenomena · 1992 · 15.7K citations

Engineering, Mathematics, Computational Acoustics +11

Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties

Jianqing Fan, Runze Li · Journal of the American Statistical Association · 2001 · 9.2K citations

Natural Sciences, Mathematics, Econometrics +16

The Adaptive Lasso and Its Oracle Properties

Hui Zou · Journal of the American Statistical Association · 2006 · 7.6K citations

Business, Mathematics, Machine Learning +10

A Non-Local Algorithm for Image Denoising

Antoni Buades, B. Coll, Jean‐Michel Morel · 2005 · 7.1K citations

Arts, Biomedical Engineering, Computer Vision +16