Image Inpainting

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 676–700 of 708 papers

Title	Date	Tasks	Status
Can fully convolutional networks perform well for general image restoration problems?	Nov 14, 2016	DenoisingImage Denoising	—Unverified
Tensor Based Second Order Variational Model for Image Reconstruction	Sep 27, 2016	DenoisingImage Inpainting	—Unverified
A Comparative Study for the Nuclear Norms Minimization Methods	Aug 16, 2016	DeblurringDenoising	—Unverified
Semantic Image Inpainting with Deep Generative Models	Jul 26, 2016	Image Inpainting	CodeCode Available
A Tale of Two Bases: Local-Nonlocal Regularization on Image Patches with Convolution Framelets	Jun 4, 2016	DenoisingDimensionality Reduction	—Unverified
Structured Regression Gradient Boosting	Jun 1, 2016	Depth EstimationImage Inpainting	—Unverified
Patch-based Texture Synthesis for Image Inpainting	May 5, 2016	Image InpaintingImage Retrieval	—Unverified
Depth Image Inpainting: Improving Low Rank Matrix Completion with Low Gradient Regularization	Apr 20, 2016	Image InpaintingLow-Rank Matrix Completion	CodeCode Available
Algorithm-Induced Prior for Image Restoration	Feb 1, 2016	DenoisingImage Inpainting	—Unverified
Shepard Convolutional Neural Networks	Dec 1, 2015	Deep LearningImage Inpainting	CodeCode Available
An Iterative Reweighted Method for Tucker Decomposition of Incomplete Multiway Tensors	Nov 15, 2015	Image InpaintingRecommendation Systems	—Unverified
A Directional Diffusion Algorithm for Inpainting	Nov 11, 2015	Image Inpainting	—Unverified
Sparse + Low Rank Decomposition of Annihilating Filter-based Hankel Matrix for Impulse Noise Removal	Oct 19, 2015	Image Inpainting	CodeCode Available
Video Inpainting of Complex Scenes	Mar 18, 2015	Image InpaintingVideo Editing	—Unverified
Matrix Completion with Noisy Entries and Outliers	Mar 1, 2015	Image InpaintingMatrix Completion	—Unverified
Highly corrupted image inpainting through hypoelliptic diffusion	Feb 25, 2015	Image Inpainting	—Unverified
A fast patch-dictionary method for whole image recovery	Aug 16, 2014	Compressive SensingDeblurring	—Unverified
Image Inpainting Using Directional Tensor Product Complex Tight Framelets	Jul 11, 2014	DenoisingImage Denoising	—Unverified
Truncated Nuclear Norm Minimization for Image Restoration Based On Iterative Support Detection	Jun 11, 2014	Compressive SensingImage Inpainting	—Unverified
Group-based Sparse Representation for Image Restoration	May 14, 2014	Compressive SensingDeblurring	CodeCode Available
Image Restoration Using Joint Statistical Modeling in Space-Transform Domain	May 11, 2014	DeblurringImage Deblurring	—Unverified
Entropy Based Cartoon Texture Separation	May 7, 2014	Image CompressionImage Inpainting	—Unverified
Computer Vision Accelerators for Mobile Systems based on OpenCL GPGPU Co-Processing	Mar 17, 2014	CPUGPU	—Unverified
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination	Jan 25, 2014	Bayesian InferenceImage Generation	CodeCode Available
Minimum n-Rank Approximation via Iterative Hard Thresholding	Nov 18, 2013	Image InpaintingVideo Inpainting	—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