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Image Inpainting

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Papers

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Showing 451–500 of 708 papers

TitleStatusHype
MTADiffusion: Mask Text Alignment Diffusion Model for Object Inpainting—0
MTV-Inpaint: Multi-Task Long Video Inpainting—0
CSI-Inpainter: Enabling Visual Scene Recovery from CSI Time Sequences for Occlusion Removal—0
A fast patch-dictionary method for whole image recovery—0
Multi-scale Intervention Planning based on Generative Design—0
Multi-scale Semantic Prior Features Guided Deep Neural Network for Urban Street-view Image—0
Multi-scale Sparse Representation-Based Shadow Inpainting for Retinal OCT Images—0
Multi-stage Progressive Reasoning for Dunhuang Murals Inpainting—0
Multiview Hessian Discriminative Sparse Coding for Image Annotation—0
Color Image Inpainting via Robust Pure Quaternion Matrix Completion: Error Bound and Weighted Loss—0
Natural Image Stitching Using Depth Maps—0
Coarse-to-fine Task-driven Inpainting for Geoscience Images—0
CNN-based Euler's Elastica Inpainting with Deep Energy and Deep Image Prior—0
Neural Knitworks: Patched Neural Implicit Representation Networks—0
Neural Variational Dropout Processes—0
Truncated Nuclear Norm Minimization for Image Restoration Based On Iterative Support Detection—0
Noise2Inpaint: Learning Referenceless Denoising by Inpainting Unrolling—0
Noise Doesn't Lie: Towards Universal Detection of Deep Inpainting—0
Non-convex approaches for low-rank tensor completion under tubal sampling—0
T-SVD Based Non-convex Tensor Completion and Robust Principal Component Analysis—0
Non-Convex Weighted Lp Nuclear Norm based ADMM Framework for Image Restoration—0
CLII: Visual-Text Inpainting via Cross-Modal Predictive Interaction—0
Nonlocal Patch-Based Fully-Connected Tensor Network Decomposition for Remote Sensing Image Inpainting—0
Nonnegative Low-Rank Tensor Completion via Dual Formulation with Applications to Image and Video Completion—0
NÜWA-LIP: Language Guided Image Inpainting with Defect-free VQGAN—0
NUWA-LIP: Language-Guided Image Inpainting With Defect-Free VQGAN—0
CIIDefence: Defeating Adversarial Attacks by Fusing Class-Specific Image Inpainting and Image Denoising—0
ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation—0
Object-Occluded Human Shape and Pose Estimation From a Single Color Image—0
Object Remover Performance Evaluation Methods using Class-wise Object Removal Images—0
VDOR: A Video-based Dataset for Object Removal via Sequence Consistency—0
TurboFill: Adapting Few-step Text-to-image Model for Fast Image Inpainting—0
OmnimatteZero: Training-free Real-time Omnimatte with Pre-trained Video Diffusion Models—0
Chest X-ray Inpainting with Deep Generative Models—0
3DeepRep: 3D Deep Low-rank Tensor Representation for Hyperspectral Image Inpainting—0
UCTGAN: Diverse Image Inpainting Based on Unsupervised Cross-Space Translation—0
One-Stage Inpainting with Bilateral Attention and Pyramid Filling Block—0
Online Detection of AI-Generated Images—0
Adversarial Masked Image Inpainting for Robust Detection of Mpox and Non-Mpox—0
Open-Vocabulary Scene Text Recognition via Pseudo-Image Labeling and Margin Loss—0
PAC-Bayesian matrix completion with a spectral scaled Student prior—0
PACO: Global Signal Restoration via PAtch COnsensus—0
Adversarially robust segmentation models learn perceptually-aligned gradients—0
CDAD-Net: Bridging Domain Gaps in Generalized Category Discovery—0
PainterNet: Adaptive Image Inpainting with Actual-Token Attention and Diverse Mask Control—0
Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Progressive Step Learning—0
Adversarial Inpainting of Medical Image Modalities—0
PanoGen++: Domain-Adapted Text-Guided Panoramic Environment Generation for Vision-and-Language Navigation—0
Panoramic Image Inpainting With Gated Convolution And Contextual Reconstruction Loss—0
Parallel Multi-Resolution Fusion Network for Image Inpainting—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