OpenCodePapers

image-harmonization-on-iharmony4

Image GenerationImage Harmonization
Dataset Link
Results over time
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Leaderboard
PaperCodeMSEPSNRfMSEModelNameReleaseDate
PHNet: Patch-based Normalization for Portrait Harmonization16.0538.54178.11PHNet2024-02-27
Hierarchical Dynamic Image Harmonization✓ Link16.5540.46179.49HDNet2022-11-16
Deep Image Harmonization in Dual Color Spaces✓ Link18.4739.17212.53DucoNet2023-08-05
PCT-Net: Full Resolution Image Harmonization Using Pixel-Wise Color Transformations✓ Link18.8039.28238.27PCT-Net2023-01-01
Learning Global-aware Kernel for Image Harmonization19.9039.53220.44GKNet2023-05-19
High-Resolution Image Harmonization via Collaborative Dual Transformations✓ Link23.7538.23-CDTNet2021-09-14
Harmonizer: Learning to Perform White-Box Image and Video Harmonization✓ Link24.2637.84339.23Harmonizer2022-07-04
Dense Pixel-to-Pixel Harmonization via Continuous Image Representation✓ Link24.6238.07296.31LRIP2023-03-03
DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image Harmonization✓ Link24.6537.87-DCCF2022-07-11
Hierarchical Dynamic Image Harmonization✓ Link24.9938.63260.65HDNet-lite2022-11-16
Image Harmonization With Transformer✓ Link30.3037.55320.78D-HT2021-01-01
Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image Harmonization✓ Link35.5837.18274.99S2CRNet-VGG2021-09-13
BargainNet: Background-Guided Domain Translation for Image Harmonization✓ Link37.8235.88405.23BargainNet2020-09-19
Intrinsic Image Harmonization✓ Link38.7135.90400.29Intrinsic2021-06-19
Region-aware Adaptive Instance Normalization for Image Harmonization✓ Link40.2936.12469.60RainNet2021-06-05
DoveNet: Deep Image Harmonization via Domain Verification✓ Link52.3334.76549.96DoveNet2019-11-27