OpenCodePapers

image-enhancement-on-mit-adobe-5k

Image Enhancement
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PaperCodePSNR on sRGBSSIM on sRGBPSNR on proRGBSSIM on proRGBModelNameReleaseDate
Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement✓ Link24.940.90725.980.957Retinexformer2023-03-12
Image Enhancement Based on Histogram-Guided Multiple Transformation Function Estimation✓ Link25.69HG-MTFE2024-10-08
PQDynamicISP: Dynamically Controlled Image Signal Processor for Any Image Sensors Pursuing Perceptual Quality25.530.928PQDynamicISP2024-03-15
AdaInt: Learning Adaptive Intervals for 3D Lookup Tables on Real-time Image Enhancement✓ Link25.490.926AdaInt2022-04-29
RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters✓ Link25.490.924RSFNet-map2023-03-15
SepLUT: Separable Image-adaptive Lookup Tables for Real-time Image Enhancement✓ Link25.470.921SepLUT2022-07-18
Multiple transformation function estimation for image enhancement✓ Link25.46MTFE2023-09-01
Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time✓ Link25.210.9223D LUT2020-09-30
4D LUT: Learnable Context-Aware 4D Lookup Table for Image Enhancement24.610.9184D LUT2022-09-05
CURL: Neural Curve Layers for Global Image Enhancement✓ Link24.20.88DIFAR (MSCA, level 1)2019-11-29
DeepLPF: Deep Local Parametric Filters for Image Enhancement✓ Link23.930.903DeepLPF2020-03-31
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