الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Image Harmonization On Iharmony4

المقاييس

MSE

PSNR

fMSE

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	MSE	PSNR	fMSE	Paper Title	Repository
RainNet	40.29	36.12	469.60	Region-aware Adaptive Instance Normalization for Image Harmonization
DoveNet	52.33	34.76	549.96	DoveNet: Deep Image Harmonization via Domain Verification	-
Intrinsic	38.71	35.90	400.29	Intrinsic Image Harmonization
DCCF	24.65	37.87	-	DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image Harmonization
PCT-Net	18.80	39.28	238.27	PCT-Net: Full Resolution Image Harmonization Using Pixel-Wise Color Transformations
LRIP	24.62	38.07	296.31	Dense Pixel-to-Pixel Harmonization via Continuous Image Representation	-
DucoNet	18.47	39.17	212.53	Deep Image Harmonization in Dual Color Spaces
PHNet	16.05	38.54	178.11	PHNet: Patch-based Normalization for Portrait Harmonization	-
HDNet	16.55	40.46	179.49	Hierarchical Dynamic Image Harmonization
BargainNet	37.82	35.88	405.23	BargainNet: Background-Guided Domain Translation for Image Harmonization
GKNet	19.90	39.53	220.44	Learning Global-aware Kernel for Image Harmonization	-
D-HT	30.30	37.55	320.78	Image Harmonization With Transformer
Harmonizer	24.26	37.84	339.23	Harmonizer: Learning to Perform White-Box Image and Video Harmonization
S2CRNet-VGG	35.58	37.18	274.99	Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image Harmonization
HDNet-lite	24.99	38.63	260.65	Hierarchical Dynamic Image Harmonization
CDTNet	23.75	38.23	-	High-Resolution Image Harmonization via Collaborative Dual Transformations

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