Image Inpainting

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Papers

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Showing 676–700 of 708 papers

Title	Date	Tasks	Status
Context Encoding Chest X-rays	Dec 3, 2018	Anomaly DetectionImage Inpainting	CodeCode Available
Progressive Image Inpainting with Full-Resolution Residual Network	Jul 24, 2019	Image Inpainting	CodeCode Available
Progressive Reconstruction of Visual Structure for Image Inpainting	Oct 1, 2019	Generative Adversarial NetworkImage Inpainting	CodeCode Available
Sparse + Low Rank Decomposition of Annihilating Filter-based Hankel Matrix for Impulse Noise Removal	Oct 19, 2015	Image Inpainting	CodeCode Available
Hole Filling Method for Depth Image Based Rendering Based on Boundary Decision	Mar 1, 2017	Image Inpainting	CodeCode Available
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models	Sep 12, 2023	Computational EfficiencyImage Deblurring	CodeCode Available
SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting	May 9, 2018	Image GenerationImage Inpainting	CodeCode Available
A Feasibility Study on Image Inpainting for Non-cleft Lip Generation from Patients with Cleft Lip	Aug 1, 2022	Image Inpainting	CodeCode Available
Depth Image Inpainting: Improving Low Rank Matrix Completion with Low Gradient Regularization	Apr 20, 2016	Image InpaintingLow-Rank Matrix Completion	CodeCode Available
Radial Based Analysis of GRNN in Non-Textured Image Inpainting	Jan 13, 2020	Image Inpaintingregression	CodeCode Available
Can Diffusion Models Provide Rigorous Uncertainty Quantification for Bayesian Inverse Problems?	Mar 4, 2025	Image InpaintingRetrieval	CodeCode Available
Visibility-Uncertainty-guided 3D Gaussian Inpainting via Scene Conceptional Learning	Apr 23, 2025	3DGS3D Inpainting	CodeCode Available
C3N：Content-Constrained Convolutional Network for Mural Image Completion	Dec 6, 2022	Image Inpaintingvalid	CodeCode Available
HiMFR: A Hybrid Masked Face Recognition Through Face Inpainting	Sep 19, 2022	Face RecognitionFacial Inpainting	CodeCode Available
High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis	Nov 30, 2016	Image InpaintingImage Manipulation	CodeCode Available
Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image Reconstruction	Dec 27, 2018	BinarizationImage Inpainting	CodeCode Available
StructureFlow: Image Inpainting via Structure-aware Appearance Flow	Aug 11, 2019	Image InpaintingTexture Synthesis	CodeCode Available
Group-based Sparse Representation for Image Restoration	May 14, 2014	Compressive SensingDeblurring	CodeCode Available
Geometry of the Visual Cortex with Applications to Image Inpainting and Enhancement	Aug 15, 2023	Image EnhancementImage Inpainting	CodeCode Available
ANDA: A Novel Data Augmentation Technique Applied to Salient Object Detection	Oct 3, 2019	Data AugmentationImage Augmentation	CodeCode Available
Generative Flows as a General Purpose Solution for Inverse Problems	Oct 25, 2021	ColorizationDeblurring	CodeCode Available
Deep Video Inpainting	May 5, 2019	DecoderImage Inpainting	CodeCode Available
Region Normalization for Image Inpainting	Nov 23, 2019	Image Inpainting	CodeCode Available
Region-of-interest guided Supervoxel Inpainting for Self-supervision	Jun 26, 2020	Image InpaintingImage Segmentation	CodeCode Available
Region-wise Generative Adversarial ImageInpainting for Large Missing Areas	Sep 27, 2019	Image Inpainting	CodeCode Available

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All datasets Places2 CelebA ImageNet Places2 val CelebA-HQ FFHQ 512 x 512 FFHQ 1024 x 1024 Paris StreetView ApolloScape Apolloscape Inpainting Places365 StreetView

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	HFill	FID	28.92	—	Unverified
2	SEELE	FID	24.4	—	Unverified
3	TFill (20-50% free-form)	FID	22.13	—	Unverified
4	EdgeConnect	FID	12.66	—	Unverified
5	AOT GAN	FID	10.64	—	Unverified
6	CR-Fill	FID	9.66	—	Unverified
7	DeepFill v2	FID	9.27	—	Unverified
8	ProFill	FID	7.7	—	Unverified
9	MADF	FID	7.53	—	Unverified
10	LAMA	FID	2.97	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	A+y	FID	181.56	—	Unverified
2	A+y	FID	103.3	—	Unverified
3	A+y	FID	54.31	—	Unverified
4	RePaint	FID	14.19	—	Unverified
5	DDRM	FID	12.53	—	Unverified
6	DDRM	FID	6.24	—	Unverified
7	DDNM	FID	4.54	—	Unverified
8	DDNM	FID	1.41	—	Unverified
9	ConPreDiff	LPIPS	0.02	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	A+y	FID	72.71	—	Unverified
2	DGP	FID	64.34	—	Unverified
3	A+y	FID	55.42	—	Unverified
4	RePaint	FID	12.31	—	Unverified
5	DDRM	FID	4.82	—	Unverified
6	DDNM	FID	3.89	—	Unverified
7	WavePaint	FID	3.21	—	Unverified
8	DDRM	FID	1.48	—	Unverified
9	DDNM	FID	1.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HiFill (128×128 center mask)	FID	16.9	—	Unverified
2	HiFill (20-30% free form)	FID	15.7	—	Unverified
3	DeepFillv2 (128×128 center mask)	FID	15.3	—	Unverified
4	TFill (20-30% free form)	FID	15.2	—	Unverified
5	DeepFillv2 (20-30% free form)	FID	13.5	—	Unverified
6	Palette (128×128 center mask)	FID	11.9	—	Unverified
7	Palatte (20-30% free form)	FID	11.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ICT	FID	12.84	—	Unverified
2	LaMa	FID	8.15	—	Unverified
3	MADF	FID	6.83	—	Unverified
4	CoModGAN	FID	5.65	—	Unverified
5	WavePaint	FID	5.53	—	Unverified
6	MAT	FID	4.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CoModGAN	FID	3.7	—	Unverified
2	TFill	FID	3.5	—	Unverified
3	SH-GAN	FID	3.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SN-PatchGAN	LPIPS	0.24	—	Unverified
2	BRGM	LPIPS	0.19	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Coherent Semantic Attention for Image Inpainting	40-50% Mask PSNR	23.1	—	Unverified
2	Image Inpainting with Learnable Bidirectional Attention Maps	40-50% Mask PSNR	22.62	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DVI	MAE	6.14	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DVI	RMSE	9.63	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GGLA	L1 error	1.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SRNet	SSIM	0.79	—	Unverified