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.
BSD68 sigma30
BSD68 sigma50
DND
DualDn
ELD SonyA7S2 x100
ELD
ELD SonyA7S2 x200
LLD*
FFHQ
BRGM
FFHQ 64x64 - 4x upscaling
BRGM
FMD
NOise2NOise
Image Denoising on SID x300
ExposureDiffusion (UNet+paired data)
Nam
PNGAN
PolyU
SID SonyA7S2 x100
PMN
SID SonyA7S2 x250
SID SonyA7S2 x300
LED
SID x100
SID x300
SIDD
CGNet
ultracold fermions Technion system, pixelfly
absDL
urban100 sigma15
Urban100 sigma25
MaIR+
Urban100 sigma50
SCUNet SCUNet