Concepedia

Graph- and finite element-based total variation models for the inverse problem in diffuse optical tomography

Wenqi Lu, Jinming Duan, David Orive-Miguel, Lionel Hervé, Iain B. Styles

Biomedical Optics Express · 2019 · 33 citations · 42 references

DOIFull text

Open access

Concepts

Abstract

regularization. The graph representation was found to out-perform the FEM method for low-resolution meshes, and the FEM method was found to be more accurate for high-resolution meshes.

References

42

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

Amir Beck, Marc Teboulle · SIAM Journal on Imaging Sciences · 2009 · 12K citations

, , +15

The Split Bregman Method for L1-Regularized Problems

Tom Goldstein, Stanley Osher · SIAM Journal on Imaging Sciences · 2009 · 4.3K citations

, , +17

An Iterative Regularization Method for Total Variation-Based Image Restoration

Stanley Osher, Martin Burger, Donald Goldfarb et al. · Multiscale Modeling and Simulation · 2005 · 1.8K citations

, , +16

Nonlocal Operators with Applications to Image Processing

Guy Gilboa, Stanley Osher · Multiscale Modeling and Simulation · 2008 · 1.4K citations

, , +16

Spectral grouping using the nystrom method

Charless C. Fowlkes, Serge Belongie, Fan Chung et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 1.3K citations · Full text

, , +12