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Image Inpainting

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Showing 501–550 of 708 papers

TitleStatusHype
Segment Anything in Non-Euclidean Domains: Challenges and Opportunities—0
Self-Supervised Bulk Motion Artifact Removal in Optical Coherence Tomography Angiography—0
Self-Supervised Training with Autoencoders for Visual Anomaly Detection—0
Semantically Consistent Image Completion with Fine-grained Details—0
Semantic Editing On Segmentation Map Via Multi-Expansion Loss—0
Semantic Image Inpainting Through Improved Wasserstein Generative Adversarial Networks—0
Semantics-Guided Object Removal for Facial Images: with Broad Applicability and Robust Style Preservation—0
Semi-parametric Image Inpainting—0
Shape-guided Object Inpainting—0
Single-image coherent reconstruction of objects and humans—0
Sinogram Enhancement with Generative Adversarial Networks using Shape Priors—0
SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control—0
SOEDiff: Efficient Distillation for Small Object Editing—0
Sparse Inpainting with Smoothed Particle Hydrodynamics—0
Empirically Accelerating Scaled Gradient Projection Using Deep Neural Network For Inverse Problems In Image Processing—0
Spherical Image Inpainting with Frame Transformation and Data-driven Prior Deep Networks—0
Structure-aware Image Inpainting with Two Parallel Streams—0
Structure Disruption: Subverting Malicious Diffusion-Based Inpainting via Self-Attention Query Perturbation—0
Structured Regression Gradient Boosting—0
Structure First Detail Next: Image Inpainting with Pyramid Generator—0
Structure-guided Image Outpainting—0
StyleGAN-induced data-driven regularization for inverse problems—0
SuperInpaint: Learning Detail-Enhanced Attentional Implicit Representation for Super-resolutional Image Inpainting—0
Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology—0
Symmetric Skip Connection Wasserstein GAN for High-Resolution Facial Image Inpainting—0
Task-Decoupled Image Inpainting Framework for Class-specific Object Remover—0
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation—0
Tensor Based Second Order Variational Model for Image Reconstruction—0
Terrain Point Cloud Inpainting via Signal Decomposition—0
TESA: Tensor Element Self-Attention via Matricization—0
Test-Time Adaptation for Out-of-distributed Image Inpainting—0
TextDoctor: Unified Document Image Inpainting via Patch Pyramid Diffusion Models—0
TextIR: A Simple Framework for Text-based Editable Image Restoration—0
Efficient texture-aware multi-GAN for image inpainting—0
Texture Transform Attention for Realistic Image Inpainting—0
Thermal Infrared Image Inpainting via Edge-Aware Guidance—0
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline—0
Top-down inference in an early visual cortex inspired hierarchical Variational Autoencoder—0
Towards Full-to-Empty Room Generation with Structure-Aware Feature Encoding and Soft Semantic Region-Adaptive Normalization—0
Towards robustness under occlusion for face recognition—0
TransFill: Reference-guided Image Inpainting by Merging Multiple Color and Spatial Transformations—0
Transformer-based Image and Video Inpainting: Current Challenges and Future Directions—0
CSI-Inpainter: Enabling Visual Scene Recovery from CSI Time Sequences for Occlusion Removal—0
Truncated Nuclear Norm Minimization for Image Restoration Based On Iterative Support Detection—0
TurboFill: Adapting Few-step Text-to-image Model for Fast Image Inpainting—0
UCTGAN: Diverse Image Inpainting Based on Unsupervised Cross-Space Translation—0
Unsupervised Deep Context Prediction for Background Foreground Separation—0
Solving Energy-Independent Density for CT Metal Artifact Reduction via Neural Representation—0
Unsupervised Region-based Anomaly Detection in Brain MRI with Adversarial Image Inpainting—0
Variational Selective 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