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Image Inpainting

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Papers

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Showing 601–650 of 708 papers

TitleStatusHype
Learning Pyramid-Context Encoder Network for High-Quality Image InpaintingCode0
VORNet: Spatio-temporally Consistent Video Inpainting for Object Removal—0
Lunar surface image restoration using U-net based deep neural networks—0
Deep Generative Inpainting with Comparative Sample Augmentation—0
Pluralistic Image CompletionCode0
Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation—0
Deep Generalized Convolutional Sum-Product NetworksCode0
Empirically Accelerating Scaled Gradient Projection Using Deep Neural Network For Inverse Problems In Image Processing—0
Compatible and Diverse Fashion Image Inpainting—0
CURE: Curvature Regularization For Missing Data Recovery—0
Diversity-Sensitive Conditional Generative Adversarial Networks—0
Foreground-aware Image Inpainting—0
Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image ReconstructionCode0
A Greedy Approach to _0, Based Convolutional Sparse Coding—0
Face Completion with Semantic Knowledge and Collaborative Adversarial Learning—0
Semantic Image Inpainting Through Improved Wasserstein Generative Adversarial Networks—0
Context Encoding Chest X-raysCode0
Invertibility of Convolutional Generative Networks from Partial MeasurementsCode0
Deep Inception Generative Network for Cognitive Image Inpainting—0
Void Filling of Digital Elevation Models with Deep Generative ModelsCode0
A Local Block Coordinate Descent Algorithm for the Convolutional Sparse Coding ModelCode0
Image Inpainting via Generative Multi-column Convolutional Neural NetworksCode0
Faster Matrix Completion Using Randomized SVDCode0
Adversarial Inpainting of Medical Image Modalities—0
Context-Aware Text-Based Binary Image Stylization and Synthesis—0
Empty Cities: Image Inpainting for a Dynamic-Object-Invariant SpaceCode0
Chest X-ray Inpainting with Deep Generative Models—0
Painting Outside the Box: Image Outpainting with GANsCode0
PACO: Global Signal Restoration via PAtch COnsensus—0
X-GANs: Image Reconstruction Made Easy for Extreme Cases—0
Semi-parametric Image Inpainting—0
Controllable Semantic Image Inpainting—0
Variational Autoencoder with Arbitrary ConditioningCode0
Unsupervised Deep Context Prediction for Background Foreground Separation—0
An Unsupervised Approach to Solving Inverse Problems using Generative Adversarial Networks—0
SPG-Net: Segmentation Prediction and Guidance Network for Image InpaintingCode0
Generative Model for Heterogeneous Inference—0
Generative Steganography by Sampling—0
Correlated discrete data generation using adversarial training—0
Image Inpainting using Block-wise Procedural Training with Annealed Adversarial Counterpart—0
Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image—0
Patch-Based Image Inpainting with Generative Adversarial Networks—0
Constrained Deep Learning using Conditional Gradient and Applications in Computer VisionCode0
Weighted Nonlocal Total Variation in Image Processing—0
Shift-Net: Image Inpainting via Deep Feature RearrangementCode0
Deep Structured Energy-Based Image InpaintingCode0
Light-weight pixel context encoders for image inpainting—0
Cortical-inspired image reconstruction via sub-Riemannian geometry and hypoelliptic diffusion—0
Deep Stacked Networks with Residual Polishing for Image Inpainting—0
Image Inpainting by Hyperbolic Selection of Pixels for Two Dimensional Bicubic Interpolations—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