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Image Inpainting

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Papers

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Showing 401–425 of 708 papers

TitleStatusHype
C3N：Content-Constrained Convolutional Network for Mural Image CompletionCode0
Laplacian Convolutional Representation for Traffic Time Series Imputation—0
Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery—0
WSSL: Weighted Self-supervised Learning Framework For Image-inpaintingCode0
Coarse-to-fine Task-driven Inpainting for Geoscience Images—0
Correcting Faulty Road Maps by Image InpaintingCode0
3DFill:Reference-guided Image Inpainting by Self-supervised 3D Image Alignment—0
Contrastive Learning for Diverse Disentangled Foreground Generation—0
Thermal Infrared Image Inpainting via Edge-Aware Guidance—0
Facial De-occlusion Network for Virtual Telepresence SystemsCode0
Point Cloud Scene Completion with Joint Color and Semantic Estimation from Single RGB-D Image—0
Spherical Image Inpainting with Frame Transformation and Data-driven Prior Deep Networks—0
Semantics-Guided Object Removal for Facial Images: with Broad Applicability and Robust Style Preservation—0
Progressive with Purpose: Guiding Progressive Inpainting DNNs through Context and Structure—0
HiMFR: A Hybrid Masked Face Recognition Through Face InpaintingCode0
High-Fidelity Image Inpainting with GAN Inversion—0
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation—0
Inpainting at Modern Camera Resolution by Guided PatchMatch with Auto-Curation—0
A Feasibility Study on Image Inpainting for Non-cleft Lip Generation from Patients with Cleft LipCode0
CNN-based Euler's Elastica Inpainting with Deep Energy and Deep Image Prior—0
Offset equivariant networks and their applicationsCode0
Self-Supervised Training with Autoencoders for Visual Anomaly Detection—0
Multi-Modality Image Inpainting using Generative Adversarial NetworksCode0
Wavelet Prior Attention Learning in Axial Inpainting Network—0
Top-down inference in an early visual cortex inspired hierarchical Variational Autoencoder—0
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All datasetsPlaces2CelebAImageNetPlaces2 valCelebA-HQFFHQ 512 x 512FFHQ 1024 x 1024Paris StreetViewApolloScapeApolloscape InpaintingPlaces365StreetView

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