Image Inpainting

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Papers

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Showing 626–650 of 708 papers

Title	Date	Tasks	Status
Weighted Nonlocal Total Variation in Image Processing	Jan 31, 2018	BIG-bench Machine LearningClustering	—Unverified
Structure-guided Image Outpainting	Dec 21, 2022	Generative Adversarial NetworkImage Inpainting	—Unverified
An Iterative Reweighted Method for Tucker Decomposition of Incomplete Multiway Tensors	Nov 15, 2015	Image InpaintingRecommendation Systems	—Unverified
StyleGAN-induced data-driven regularization for inverse problems	Oct 7, 2021	Image InpaintingImage Reconstruction	—Unverified
SuperInpaint: Learning Detail-Enhanced Attentional Implicit Representation for Super-resolutional Image Inpainting	Jul 26, 2023	Image InpaintingImage Reconstruction	—Unverified
Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology	Jan 17, 2021	Brain Tumor SegmentationImage Inpainting	—Unverified
Symmetric Skip Connection Wasserstein GAN for High-Resolution Facial Image Inpainting	Jan 11, 2020	DecoderGenerative Adversarial Network	—Unverified
GAN-based Algorithm for Efficient Image Inpainting	Sep 13, 2023	Generative Adversarial NetworkImage Inpainting	—Unverified
Connecting Image Inpainting with Denoising in the Homogeneous Diffusion Setting	Sep 23, 2023	DenoisingImage Compression	—Unverified
An Edge Information and Mask Shrinking Based Image Inpainting Approach	Jun 11, 2020	Image Inpaintingvalid	—Unverified
From Simulated to Visual Data: A Robust Low-Rank Tensor Completion Approach using lp-Regression for Outlier Resistance	Sep 20, 2021	DenoisingImage Denoising	—Unverified
Free-Form Image Inpainting via Contrastive Attention Network	Oct 29, 2020	DecoderForm	—Unverified
Frame-Recurrent Video Inpainting by Robust Optical Flow Inference	May 8, 2019	Image InpaintingOptical Flow Estimation	—Unverified
Generative AI in Vision: A Survey on Models, Metrics and Applications	Feb 26, 2024	Data AugmentationDenoising	—Unverified
Foreground-guided Facial Inpainting with Fidelity Preservation	May 7, 2021	Facial InpaintingForeground Segmentation	—Unverified
An Edge Driven Wavelet Frame Model for Image Restoration	Jan 25, 2017	DeblurringImage Inpainting	—Unverified
Foreground-aware Image Inpainting	Jan 17, 2019	DisentanglementImage Inpainting	—Unverified
FiNet: Compatible and Diverse Fashion Image Inpainting	Oct 1, 2019	Fashion SynthesisImage Generation	—Unverified
Generative Image Inpainting with Submanifold Alignment	Aug 1, 2019	Image InpaintingImage Restoration	—Unverified
Generative Memory-Guided Semantic Reasoning Model for Image Inpainting	Oct 1, 2021	Image Inpainting	—Unverified
Generative Model for Heterogeneous Inference	Apr 26, 2018	DenoisingImage Inpainting	—Unverified
Fill in the ____ (a Diffusion-based Image Inpainting Pipeline)	Mar 24, 2024	Image Inpainting	—Unverified
Faster Unsupervised Semantic Inpainting: A GAN Based Approach	Aug 14, 2019	Image InpaintingVideo Inpainting	—Unverified
Generative Steganography by Sampling	Apr 26, 2018	Image Inpainting	—Unverified
Generator Pyramid for High-Resolution Image Inpainting	Dec 4, 2020	Image InpaintingTexture Synthesis	—Unverified

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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