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Image Inpainting

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Papers

Showing 451–500 of 708 papers

TitleStatusHype
Zoom-to-Inpaint: Image Inpainting with High-Frequency DetailsCode1
Image Inpainting Guided by Coherence Priors of Semantics and Textures—0
Bayesian Image Reconstruction using Deep Generative ModelsCode1
Texture Transform Attention for Realistic Image Inpainting—0
CARAFE++: Unified Content-Aware ReAssembly of FEatures—0
Image Inpainting with Onion Convolutions—0
Generator Pyramid for High-Resolution Image Inpainting—0
Image inpainting using frequency domain priorsCode1
Learning Semantic-aware Normalization for Generative Adversarial NetworksCode1
Score-Based Generative Modeling through Stochastic Differential EquationsCode1
CR-Fill: Generative Image Inpainting with Auxiliary Contexutal ReconstructionCode1
Sparse Inpainting with Smoothed Particle Hydrodynamics—0
Predicting the Future is like Completing a Painting!—0
Hyperrealistic Image Inpainting with HypergraphsCode1
Pixel-wise Dense Detector for Image InpaintingCode0
BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image RestorationCode1
Image Inpainting with Learnable Feature ImputationCode2
Context-based Image Segment Labeling (CBISL)—0
PIINET: A 360-degree Panoramic Image Inpainting Network Using a Cube MapCode1
Free-Form Image Inpainting via Contrastive Attention Network—0
Semantic-Guided Inpainting Network for Complex Urban Scenes ManipulationCode1
Semantic Editing On Segmentation Map Via Multi-Expansion Loss—0
Unsupervised Region-based Anomaly Detection in Brain MRI with Adversarial Image Inpainting—0
Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Progressive Step Learning—0
AIM 2020 Challenge on Image Extreme InpaintingCode1
InpaintFusion: Incremental RGB-D Inpainting for 3D Scenes—0
RG-Flow: A hierarchical and explainable flow model based on renormalization group and sparse priorCode1
Efficient texture-aware multi-GAN for image inpainting—0
Texture Memory-Augmented Deep Patch-Based Image InpaintingCode3
IDA: Improved Data Augmentation Applied to Salient Object DetectionCode1
Are Deep Neural Architectures Losing Information? Invertibility Is IndispensableCode1
Deep Generative Model for Image Inpainting with Local Binary Pattern Learning and Spatial AttentionCode1
DeepGIN: Deep Generative Inpainting Network for Extreme Image InpaintingCode1
R-MNet: A Perceptual Adversarial Network for Image InpaintingCode1
Recurrent Feature Reasoning for Image InpaintingCode1
Proposal-based Video Completion—0
Hallucinating Visual Instances in Total Absentia—0
Enhancement of damaged-image prediction through Cahn-Hilliard Image Inpainting—0
DVI: Depth Guided Video Inpainting for Autonomous DrivingCode1
Rethinking Image Inpainting via a Mutual Encoder-Decoder with Feature EqualizationsCode1
Lightweight Modules for Efficient Deep Learning based Image RestorationCode1
A Benchmark for Inpainting of Clothing Images with Irregular HolesCode1
SiENet: Siamese Expansion Network for Image ExtrapolationCode1
Accelerated MRI with Un-trained Neural NetworksCode1
Region-of-interest guided Supervoxel Inpainting for Self-supervisionCode0
Implicit Neural Representations with Periodic Activation FunctionsCode1
Noise2Inpaint: Learning Referenceless Denoising by Inpainting Unrolling—0
Reconstruction of turbulent data with deep generative models for semantic inpainting from TURB-Rot database—0
An Edge Information and Mask Shrinking Based Image Inpainting Approach—0
Joint learning of variational representations and solvers for inverse problems with partially-observed dataCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HFillFID28.92—Unverified
2SEELEFID24.4—Unverified
3TFill (20-50% free-form)FID22.13—Unverified
4EdgeConnectFID12.66—Unverified
5AOT GANFID10.64—Unverified
6CR-FillFID9.66—Unverified
7DeepFill v2FID9.27—Unverified
8ProFillFID7.7—Unverified
9MADFFID7.53—Unverified
10LAMAFID2.97—Unverified
#ModelMetricClaimedVerifiedStatus
1A+yFID181.56—Unverified
2A+yFID103.3—Unverified
3A+yFID54.31—Unverified
4RePaintFID14.19—Unverified
5DDRMFID12.53—Unverified
6DDRMFID6.24—Unverified
7DDNMFID4.54—Unverified
8DDNMFID1.41—Unverified
9ConPreDiffLPIPS0.02—Unverified
#ModelMetricClaimedVerifiedStatus
1A+yFID72.71—Unverified
2DGPFID64.34—Unverified
3A+yFID55.42—Unverified
4RePaintFID12.31—Unverified
5DDRMFID4.82—Unverified
6DDNMFID3.89—Unverified
7WavePaintFID3.21—Unverified
8DDRMFID1.48—Unverified
9DDNMFID1.15—Unverified
#ModelMetricClaimedVerifiedStatus
1HiFill (128×128 center mask)FID16.9—Unverified
2HiFill (20-30% free form)FID15.7—Unverified
3DeepFillv2 (128×128 center mask)FID15.3—Unverified
4TFill (20-30% free form)FID15.2—Unverified
5DeepFillv2 (20-30% free form)FID13.5—Unverified
6Palette (128×128 center mask)FID11.9—Unverified
7Palatte (20-30% free form)FID11.7—Unverified
#ModelMetricClaimedVerifiedStatus
1ICTFID12.84—Unverified
2LaMaFID8.15—Unverified
3MADFFID6.83—Unverified
4CoModGANFID5.65—Unverified
5WavePaintFID5.53—Unverified
6MATFID4.86—Unverified
#ModelMetricClaimedVerifiedStatus
1CoModGANFID3.7—Unverified
2TFillFID3.5—Unverified
3SH-GANFID3.4—Unverified
#ModelMetricClaimedVerifiedStatus
1SN-PatchGANLPIPS0.24—Unverified
2BRGMLPIPS0.19—Unverified
#ModelMetricClaimedVerifiedStatus
1Coherent Semantic Attention for Image Inpainting40-50% Mask PSNR23.1—Unverified
2Image Inpainting with Learnable Bidirectional Attention Maps40-50% Mask PSNR22.62—Unverified
#ModelMetricClaimedVerifiedStatus
1DVIMAE6.14—Unverified
#ModelMetricClaimedVerifiedStatus
1DVIRMSE9.63—Unverified
#ModelMetricClaimedVerifiedStatus
1GGLAL1 error1.2—Unverified
#ModelMetricClaimedVerifiedStatus
1SRNetSSIM0.79—Unverified