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Image Denoising
Image denoising is a task in the field of computer vision aimed at reducing or eliminating noise in images to restore their original quality. Noise can be introduced during the image acquisition or processing stages, degrading image quality and affecting interpretation. Image denoising techniques strive to remove noise while preserving important features of the image, thereby enhancing its usability and visual appearance.
SIDD
DRANet
DND
DualDn
SID SonyA7S2 x250
ELD SonyA7S2 x200
LLD*
ELD SonyA7S2 x100
ELD
SID x300
SID x100
SID SonyA7S2 x100
PMN
Urban100 sigma50
SCUNet SCUNet
urban100 sigma15
BSD68 sigma50
SID SonyA7S2 x300
LED
Urban100 sigma25
MaIR+
FFHQ 64x64 - 4x upscaling
BRGM
FFHQ
BRGM
ultracold fermions Technion system, pixelfly
absDL
PolyU
Image Denoising on SID x300
ExposureDiffusion (UNet+paired data)
Nam
PNGAN
FMD
NOise2NOise
BSD68 sigma30