On the foundations of vision modeling

Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

Stuart Geman, Donald Geman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1984 · 18K citations

Arts, Biomedical Engineering, Bayesian Data Analysis +16

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

Theory of edge detection

David Marr, Ellen C. Hildreth · Proceedings of the Royal Society of London. Series B, Biological sciences · 1980 · 6.2K citations

Arts, Computer Science, Computer Vision +16

Image recovery via total variation minimization and related problems

Antonin Chambolle, Pierre‐Louis Lions · Numerische Mathematik · 1997 · 1.6K citations

Natural Sciences, Mathematics, Biomedical Imaging +12

Introduction to applied mathematics.

Mathematics and Computers in Simulation · 1986 · 1.5K citations · Full text

Natural Sciences, Mathematics, Applied Mathematics +9