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Image Inpainting

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Showing 651–700 of 708 papers

TitleStatusHype
GeoFill: Reference-Based Image Inpainting with Better Geometric Understanding—0
Geological Field Restoration through the Lens of Image Inpainting—0
Task-Decoupled Image Inpainting Framework for Class-specific Object Remover—0
Fast Adaptation for Human Pose Estimation via Meta-Optimization—0
GIMP-ML: Python Plugins for using Computer Vision Models in GIMP—0
GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting—0
Face Completion with Semantic Knowledge and Collaborative Adversarial Learning—0
Exploring the Capability of Text-to-Image Diffusion Models with Structural Edge Guidance for Multi-Spectral Satellite Image Inpainting—0
Estimating localized complexity of white-matter wiring with GANs—0
Global Context with Discrete Diffusion in Vector Quantised Modelling for Image Generation—0
GPU-Accelerated Mobile Multi-view Style Transfer—0
Gradpaint: Gradient-Guided Inpainting with Diffusion Models—0
GRIG: Few-Shot Generative Residual Image Inpainting—0
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation—0
Group Sparse Coding for Image Denoising—0
Guaranteed Matrix Completion Under Multiple Linear Transformations—0
Erase Diffusion: Empowering Object Removal Through Calibrating Diffusion Pathways—0
Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes—0
Guided Deep Generative Model-based Spatial Regularization for Multiband Imaging Inverse Problems—0
Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image—0
Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration—0
Hadamard product in deep learning: Introduction, Advances and Challenges—0
Hallucinating Visual Instances in Total Absentia—0
Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation—0
Equivariant Imaging for Self-supervised Hyperspectral Image Inpainting—0
Hierarchical Approach for Total Variation Digital Image Inpainting—0
Entropy Based Cartoon Texture Separation—0
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion—0
High-Fidelity Image Inpainting with GAN Inversion—0
Enhancing Multi-Class Anomaly Detection via Diffusion Refinement with Dual Conditioning—0
Highly corrupted image inpainting through hypoelliptic diffusion—0
Enhancing Low Dose Computed Tomography Images Using Consistency Training Techniques—0
Tensor Based Second Order Variational Model for Image Reconstruction—0
Enhancing Blind Source Separation with Dissociative Principal Component Analysis—0
Enhancement of damaged-image prediction through Cahn-Hilliard Image Inpainting—0
Terrain Point Cloud Inpainting via Signal Decomposition—0
Hinge-FM2I: An Approach using Image Inpainting for Interpolating Missing Data in Univariate Time Series—0
Emu Edit: Precise Image Editing via Recognition and Generation Tasks—0
TESA: Tensor Element Self-Attention via Matricization—0
Efficient Multimodal Diffusion Models Using Joint Data Infilling with Partially Shared U-Net—0
HySim: An Efficient Hybrid Similarity Measure for Patch Matching in Image Inpainting—0
I2AM: Interpreting Image-to-Image Latent Diffusion Models via Attribution Maps—0
Efficient Flow-Guided Multi-frame De-fencing—0
IE-NeRF: Inpainting Enhanced Neural Radiance Fields in the Wild—0
Dynamic Pruning of Factor Graphs for Maximum Marginal Prediction—0
Dual-Path Image Inpainting With Auxiliary GAN Inversion—0
DreamInpainter: Text-Guided Subject-Driven Image Inpainting with Diffusion Models—0
DreamDance: Animating Character Art via Inpainting Stable Gaussian Worlds—0
Image Denoising and Inpainting with Deep Neural Networks—0
Image Desaturation for SDO/AIA Using Deep Learning—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