OpenCodePapers
image-denoising-on-eld-sonya7s2-x200
Denoising
Image Denoising
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Paper
Code
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ModelName
ReleaseDate
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Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography
✓ Link
44.95
0.977
LLD*
2023-01-01
Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling
✓ Link
44.51
0.973
PMN
2022-07-13
Rethinking Noise Synthesis and Modeling in Raw Denoising
✓ Link
44.10
0.964
SFRN
2021-10-10
Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography
✓ Link
43.84
0.959
LLD
2023-01-01
A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising
✓ Link
43.43
0.954
ELD
2020-03-28
Towards General Low-Light Raw Noise Synthesis and Modeling
✓ Link
43.32
0.966
LRD
2023-07-31
Learning to See in the Dark
✓ Link
41.97
0.928
Paired Data(SID)
2018-05-04
Dancing under the stars: video denoising in starlight
40.86
0.884
Starlight
2022-04-08
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement
✓ Link
40.39
ExposureDiffusion (UNet+ELD)
2023-07-15
Noise Flow: Noise Modeling with Conditional Normalizing Flows
✓ Link
39.23
0.889
Noise Flow
2019-08-22