Image Inpainting

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Papers

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Showing 526–550 of 708 papers

Title	Date	Tasks	Status
Noise2Inpaint: Learning Referenceless Denoising by Inpainting Unrolling	Jun 16, 2020	DenoisingImage Denoising	—Unverified
Reconstruction of turbulent data with deep generative models for semantic inpainting from TURB-Rot database	Jun 16, 2020	Image Inpainting	—Unverified
An Edge Information and Mask Shrinking Based Image Inpainting Approach	Jun 11, 2020	Image Inpaintingvalid	—Unverified
Reference-guided Face Component Editing	Jun 3, 2020	Image Inpainting	—Unverified
Object-Occluded Human Shape and Pose Estimation From a Single Color Image	Jun 1, 2020	3D Human Pose Estimation3D Human Shape Estimation	—Unverified
TESA: Tensor Element Self-Attention via Matricization	Jun 1, 2020	Image InpaintingImage Segmentation	—Unverified
UCTGAN: Diverse Image Inpainting Based on Unsupervised Cross-Space Translation	Jun 1, 2020	DiversityGenerative Adversarial Network	—Unverified
GIMP-ML: Python Plugins for using Computer Vision Models in GIMP	Apr 27, 2020	ClusteringColorization	—Unverified
A Generative Learning Approach for Spatio-temporal Modeling in Connected Vehicular Network	Mar 16, 2020	Image Inpainting	—Unverified
Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes	Mar 15, 2020	Image InpaintingSemantic Segmentation	—Unverified
GPU-Accelerated Mobile Multi-view Style Transfer	Mar 2, 2020	GPUImage Inpainting	—Unverified
Learning to Inpaint by Progressively Growing the Mask Regions	Feb 21, 2020	Image Inpainting	—Unverified
Pixel-wise Conditioned Generative Adversarial Networks for Image Synthesis and Completion	Feb 4, 2020	Image GenerationImage Inpainting	—Unverified
Large Hole Image Inpainting With Compress-Decompression Network	Feb 1, 2020	DecoderImage Inpainting	—Unverified
CosmoVAE: Variational Autoencoder for CMB Image Inpainting	Jan 31, 2020	Image Inpainting	CodeCode Available
Radial Based Analysis of GRNN in Non-Textured Image Inpainting	Jan 13, 2020	Image Inpaintingregression	CodeCode Available
Image inpainting using directional wavelet packets originating from polynomial splines	Jan 12, 2020	DiversityImage Inpainting	—Unverified
Symmetric Skip Connection Wasserstein GAN for High-Resolution Facial Image Inpainting	Jan 11, 2020	DecoderGenerative Adversarial Network	—Unverified
Image Inpainting by Multiscale Spline Interpolation	Jan 10, 2020	Image Inpainting	—Unverified
Very Long Natural Scenery Image Prediction by Outpainting	Dec 29, 2019	DecoderImage Inpainting	CodeCode Available
Bounded Manifold Completion	Dec 19, 2019	Dimensionality ReductionImage Inpainting	—Unverified
One-Stage Inpainting with Bilateral Attention and Pyramid Filling Block	Dec 18, 2019	Image InpaintingTexture Synthesis	—Unverified
Unsupervised Adversarial Image Inpainting	Dec 18, 2019	Image InpaintingImputation	CodeCode Available
Image Processing Using Multi-Code GAN Prior	Dec 15, 2019	Blind Face RestorationColorization	CodeCode Available
PiiGAN: Generative Adversarial Networks for Pluralistic Image Inpainting	Dec 4, 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