Total Variation Denoising

GPTKB entity

Statements (25)
Predicate Object
gptkbp:instanceOf image processing technique
gptkbp:alsoKnownAs ROF model
gptkbp:appliesTo gptkb:signal_processing
computer vision
medical imaging
gptkbp:basedOn total variation regularization
gptkbp:formulatedAs mathematical optimization
https://www.w3.org/2000/01/rdf-schema#label Total Variation Denoising
gptkbp:introduced gptkb:Rudin
gptkb:Osher
Fatemi
gptkbp:introducedIn 1992
gptkbp:preserves edges
gptkbp:reduces total variation of the image
gptkbp:relatedTo regularization
variational methods
L1 norm
gptkbp:removes gptkb:music
gptkbp:solvedBy iterative shrinkage-thresholding algorithms
primal-dual algorithms
split Bregman method
gptkbp:usedFor image denoising
signal denoising
gptkbp:bfsParent gptkb:Anisotropic_Diffusion
gptkbp:bfsLayer 8