Total Variation Minimization

Views Updated: Dec 15, 2025

Abbreviation

TVM

Pronunciation

/ˈtoʊtl ˌvɛriˈeɪʃən ˌmɪnɪmaɪˈzeɪʃən/

This algorithm changes the form of nonlinear filter, and denoises the image by combining with the method of total variation minimization.
Based on the theory of total variation minimization and the active contour image segmentation method, we proposed a simple linear model of texture images which regards a texture image as a sum of a photo prototype image and a texture sub-image.
Restoration of degraded images caused by aero-optics effects using total variation minimization algorithm
In recent years, as the application of CS in CT reconstruction, the total variation minimization ( TVM ) based regularization iterative reconstruction algorithms have achieved approval results for few-views problems.
Experiment results show that the algorithm proposed could avoid the staircase effect occurred in some classical total variation minimization methods, and has the better restored effect.

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