This repository is a paper list of image inpainting. Feel free to contact me ([email protected]) if you find any interesting paper about inpainting that I missed. I would greatly appreciate it : )
- 2023-04-10: We develop an image inapinting model called Inpaint Anything which can remove, fill and replace ANYTHING.
- 2022-10-12: Our Region Normalization inpainting work achieves 100 citations.
| Year | Proceeding | Title | Tag |
|---|---|---|---|
| 2000 | SIGGRAPH 2000 | Image Inpainting [pdf] | Diffusion-based |
| 2001 | TIP 2001 | Filling-in by joint interpolation of vector fields and gray levels [pdf] | Diffusion-based |
| 2001 | CVPR 2001 | Navier-stokes, fluid dynamics, and image and video inpainting [pdf] | |
| 2001 | SIGGRAPH 2001 | Image Quilting for Texture Synthesis and Transfer [pdf] | |
| 2001 | SIGGRAPH 2001 | Synthesizing Natural Textures [pdf] | |
| 2002 | EJAM 2002 | Digital inpainting based on the mumford–shah–euler image model [pdf] | Diffusion-based |
| 2003 | CVPR 2003 | Object removal by exemplar-based inpainting [pdf] | |
| 2003 | TIP 2003 | Simultaneous structure and texture image inpainting [pdf] | Diffusion-based |
| 2003 | TIP 2003 | Structure and Texture Filling-In of Missing Image Blocks in Wireless Transmission and Compression Applications [pdf] | |
| 2003 | ICCV 2003 | Learning How to Inpaint from Global Image Statistics [pdf] | Diffusion-based |
| 2003 | TOG 2003 | Fragment-based image completion [pdf] | Patch-based |
| 2004 | TIP 2004 | Region Filling and Object Removal by Exemplar-Based Image Inpainting [pdf] | Patch-based; Inpainting order |
| 2004 | TPAMI 2004 | Space-Time Video Completion [pdf] | |
| 2005 | SIGGRAPH 2005 | Image Completion with Structure Propagation [pdf] | Patch-based |
| 2006 | ISCS 2006 | Image Compression with Structure Aware Inpainting [pdf] | |
| 2007 | TOG 2007 | Scene completion using millions of photographs [pdf] | |
| 2007 | CSVT 2007 | Image Compression With Edge-Based Inpainting [pdf] | Diffusion-based |
| 2008 | CVPR 2008 | Summarizing Visual Data Using Bidirectional Similarity [pdf] | |
| 2009 | SIGGRAPH 2009 | PatchMatch: a randomized correspondence algorithm for structural image editing [pdf] | Patch-based |
| 2010 | TIP 2010 | Image inpainting by patch propagation using patch sparsity [pdf] | Patch-based |
| 2011 | FTCGV 2011 | Structured learning and prediction in computer vision [pdf] | |
| 2011 | ICIP 2011 | Examplar-based inpainting based on local geometry [pdf] | Inpainting order |
| 2012 | TOG 2012 | Combining inconsistent images using patch-based synthesis[pdf] | Patch-based |
| 2014 | TOG 2014 | Image completion using Planar structure guidance [pdf] | Patch-based |
| 2014 | TVCG 2014 | High-Quality Real-Time Video Inpainting with PixMix [pdf] | Video |
| 2014 | SIAM 2014 | Video inpainting of complex scenes [pdf] | Video |
| 2015 | TIP 2015 | Annihilating Filter-Based Low-Rank Hankel Matrix Approach for Image Inpainting [pdf] | |
| 2015 | TIP 2015 | Exemplar-Based Inpainting: Technical Review and New Heuristics for Better Geometric Reconstructions [pdf] | |
| 2016 | TOG 2016 | Temporally coherent completion of dynamic video [pdf] | Video |
| Year | Proceeding | Title | Tag |
|---|---|---|---|
| 2012 | NIPS 2012 | Image denoising and inpainting with deep neural networks [pdf] | |
| 2014 | GCPR 2014 | Mask-specific inpainting with deep neural networks [pdf] | |
| 2014 | NIPS 2014 | Deep Convolutional Neural Network for Image Deconvolution [pdf] | |
| 2015 | NIPS 2015 | Shepard Convolutional Neural Networks [pdf] [code] | |
| 2016 | CVPR 2016 | Context Encoders: Feature Learning by Inpainting [pdf] [code] | |
| 2016 | SIGGRAPH 2016 | High-resolution multi-scale neural texture synthesis [pdf] | |
| 2017 | CVPR 2017 | Semantic image inpainting with deep generative models [pdf] [code] | |
| 2017 | CVPR 2017 | High-resolution image inpainting using multi-scale neural patch synthesis [pdf] [code] | |
| 2017 | CVPR 2017 | Generative Face Completion [pdf] [code] | |
| 2017 | SIGGRAPH 2017 | Globally and Locally Consistent Image Completion [pdf] [code] | |
| 2018 | CVPR 2018 | Generative Image Inpainting with Contextual Attention [pdf] [code] | |
| 2018 | CVPR 2018 | Natural and Effective Obfuscation by Head Inpainting [pdf] | |
| 2018 | CVPR 2018 | Eye In-Painting With Exemplar Generative Adversarial Networks [pdf] [code] | |
| 2018 | CVPR 2018 | UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition [pdf] | |
| 2018 | CVPR 2018 | Disentangling Structure and Aesthetics for Style-aware Image Completion [pdf] | |
| 2018 | ECCV 2018 | Image Inpainting for Irregular Holes Using Partial Convolutions [pdf] [code] | |
| 2018 | ECCV 2018 | Contextual-based Image Inpainting: Infer, Match, and Translate [pdf] | |
| 2018 | ECCV 2018 | Shift-Net: Image Inpainting via Deep Feature Rearrangement [pdf] [code] | |
| 2018 | NIPS 2018 | Image Inpainting via Generative Multi-column Convolutional Neural Networks [pdf] [code] | |
| 2018 | TOG 2018 | Faceshop: Deep sketch-based face image editing [pdf] | |
| 2018 | ACM MM 2018 | Structural inpainting [pdf] | |
| 2018 | ACM MM 2018 | Semantic Image Inpainting with Progressive Generative Networks [pdf] [code] | |
| 2018 | BMVC 2018 | SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting [pdf] | |
| 2018 | BMVC 2018 | MC-GAN: Multi-conditional Generative Adversarial Network for Image Synthesi [pdf] [code] | |
| 2018 | ACCV 2018 | Face Completion iwht Semantic Knowledge and Collaborative Adversarial Learning [pdf] | |
| 2018 | ICASSP 2018 | Edge-Aware Context Encoder for Image Inpainting [pdf] | |
| 2018 | ICPR 2018 | Deep Structured Energy-Based Image Inpainting [pdf] [code] | |
| 2018 | AISTATS 2019 | Probabilistic Semantic Inpainting with Pixel Constrained CNNs [pdf] | |
| 2019 | ICRA 2019 | Empty Cities: Image Inpainting for a Dynamic-Object-Invariant Space [pdf] | |
| 2019 | AAAI 2019 | Video Inpainting by Jointly Learning Temporal Structure and Spatial Details [pdf] | Video |
| 2019 | CVPR 2019 | Pluralistic Image Completion [pdf] [code] [project] | |
| 2019 | CVPR 2019 | Deep Reinforcement Learning of Volume-guided Progressive View Inpainting for 3D Point Scene Completion from a Single Depth Image [pdf] | |
| 2019 | CVPR 2019 | Foreground-aware Image Inpainting [pdf] | |
| 2019 | CVPR 2019 | Privacy Protection in Street-View Panoramas using Depth and Multi-View Imagery [pdf] | |
| 2019 | CVPR 2019 | Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting [pdf] [code] | |
| 2019 | CVPR 2019 | Deep Flow-Guided Video Inpainting [pdf] [project] | Video |
| 2019 | CVPR 2019 | Deep video inapinting [pdf] | Video |
| 2019 | CVPRW 2019 | VORNet: Spatio-temporally Consistent Video Inpainting for Object Removal [pdf] | Video |
| 2019 | TNNLS 2019 | PEPSI++: Fast and Lightweight Network for Image Inpainting [pdf] | |
| 2019 | IJCAI 2019 | MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting [pdf] | |
| 2019 | IJCAI 2019 | Generative Image Inpainting with Submanifold Alignment [pdf] | |
| 2019 | ACM MM 2019 | Progressive Image Inpainting with Full-Resolution Residual Network [pdf] [code] | |
| 2019 | ACM MM 2019 | Deep Fusion Network for Image Completion [pdf] [code] | |
| 2019 | ACM MM 2019 | GAIN: Gradient Augmented Inpainting Network for Irregular Holes [pdf] | |
| 2019 | ACM MM 2019 | Single-shot Semantic Image Inpainting with Densely Connected Generative Networks [pdf] | |
| 2019 | ICCVW 2019 | EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning [pdf] [code] | |
| 2019 | ICCV 2019 | Coherent Semantic Attention for Image Inpainting [pdf] [code] | |
| 2019 | ICCV 2019 | StructureFlow: Image Inpainting via Structure-aware Appearance Flow [pdf] [code] | |
| 2019 | ICCV 2019 | Progressive Reconstruction of Visual Structure for Image Inpainting [pdf] [code] | |
| 2019 | ICCV 2019 | Localization of Deep Inpainting Using High-Pass Fully Convolutional Network [pdf] | |
| 2019 | ICCV 2019 | Image Inpainting with Learnable Bidirectional Attention Maps [pdf] [code] | |
| 2019 | ICCV 2019 | Free-Form Image Inpainting with Gated Convolution [pdf] [project] | |
| 2019 | ICCV 2019 | FiNet: Compatible and Diverse Fashion Image Inpainting [pdf] | Fashion |
| 2019 | ICCV 2019 | SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and Color [pdf] [code] | Face |
| 2019 | ICCV 2019 | Human Motion Prediction via Spatio-Temporal Inpainting [pdf] [code] | Motion |
| 2019 | ICCV 2019 | Copy-and-Paste Networks for Deep Video Inpainting [pdf] [code] | Video |
| 2019 | ICCV 2019 | Onion-Peel Networks for Deep Video Completion [pdf] [code] | Video |
| 2019 | ICCV 2019 | Free-form Video Inpainting with 3D Gated Convolution and Temporal PatchGAN [pdf] [code] | Video |
| 2019 | ICCV 2019 | An Internal Learning Approach to Video Inpainting [pdf] | Video |
| 2019 | ICCV 2019 | Vision-Infused Deep Audio Inpainting [pdf] [code] | Audio |
| 2019 | AAAI 2020 | Region Normalization for Image Inpainting [pdf] [code] | |
| 2019 | AAAI 2020 | Learning to Incorporate Structure Knowledge for Image Inpainting [pdf] [code] | |
| 2020 | CVPR 2020 | Prior Guided GAN Based Semantic Inpainting [pdf] | |
| 2020 | CVPR 2020 | UCTGAN: Diverse Image Inpainting based on Unsupervised Cross-Space Translation [pdf] | |
| 2020 | CVPR 2020 | Recurrent Feature Reasoning for Image Inpainting [pdf] [code] | |
| 2020 | CVPR 2020 | Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting [pdf] [code] | |
| 2020 | CVPR 2020 | 3D Photography using Context-aware Layered Depth Inpainting [pdf] [code] | |
| 2020 | CVPR 2020 | Learning Oracle Attention for High-fidelity Face Completion [pdf] | |
| 2020 | ECCV 2020 | Rethinking Image Inpainting via a Mutual Encoder-Decoder with Feature Equalizations [pdf] [code] | |
| 2020 | ECCV 2020 | Short-Term and Long-Term Context Aggregation Network for Video Inpainting | Video |
| 2020 | ECCV 2020 | Learning Object Placement by Inpainting for Compositional Data Augmentation | |
| 2020 | ECCV 2020 | Learning Joint Spatial-Temporal Transformations for Video Inpainting [pdf] [code] | Video |
| 2020 | ECCV 2020 | High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling [pdf] | |
| 2020 | ECCV 2020 | DVI: Depth Guided Video Inpainting for Autonomous Driving [pdf] [code] | Video |
| 2020 | ECCV 2020 | VCNet: A Robust Approach to Blind Image Inpainting [pdf] | |
| 2020 | ECCV 2020 | Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes [pdf] | |
| 2021 | WACV 2021 | Hyperrealistic Image Inpainting with Hypergraphs [pdf] [code] | |
| 2021 | CVPR 2021 | Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE [pdf] [code] | |
| 2021 | CVPR 2021 | Image Inpainting with External-internal Learning and Monochromic Bottleneck [pdf] [code] | |
| 2021 | CVPR 2021 | PD-GAN: Probabilistic Diverse GAN for Image Inpainting [pdf] [code] | |
| 2021 | CVPR 2021 | Image Inpainting Guided by Coherence Priors of Semantics and Textures [pdf] | |
| 2021 | CVPR 2021 | FaceInpainter: High Fidelity Face Adaptation to Heterogeneous Domains [pdf] | |
| 2021 | CVPR 2021 | TransFill: Reference-guided Image Inpainting by Merging Multiple Color and Spatial Transformations [pdf] [code] | |
| 2021 | CVPR 2021 | Prior Based Human Completion [pdf] | Human completion |
| 2021 | IJCAI 2021 | Context-Aware Image Inpainting with Learned Semantic Priors [pdf] [code] | |
| 2021 | IJCAI 2021 | Noise Doesn’t Lie: Towards Universal Detection of Deep Inpainting [pdf] | Inpainting detection |
| 2021 | TCSVT 2021 | IID-Net: Image Inpainting Detection via Neural Architecture Search and Attention [pdf] [code] | Inpainting detection |
| 2021 | WWW 2021 | Progressive Semantic Reasoning for Image Inpainting [pdf] [code] | |
| 2021 | ICCV 2021 | Occlusion-Aware Video Object Inpainting [pdf] | Video |
| 2021 | ICCV 2021 | Internal Video Inpainting by Implicit Long-range Propagation [pdf] [code] | Video |
| 2021 | ICCV 2021 | Distillation-Guided Image Inpainting [pdf] | |
| 2021 | ICCV 2021 | Frequency-Aware Spatiotemporal Transformers for Video Inpainting Detection [pdf] | Inpainting detection |
| 2021 | ICCV 2021 | SLIDE: Single Image 3D Photography With Soft Layering and Depth-Aware Inpainting [pdf] [project] | |
| 2021 | ICCV 2021 | FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting [pdf] [code] | Video |
| 2021 | ICCV 2021 | WaveFill: A Wavelet-Based Generation Network for Image Inpainting [pdf] | |
| 2021 | ICCV 2021 | CR-Fill: Generative Image Inpainting With Auxiliary Contextual Reconstruction [pdf] [code] | |
| 2021 | ICCV 2021 | Learning a Sketch Tensor Space for Image Inpainting of Man-Made Scenes [pdf] [project] | |
| 2021 | ICCV 2021 | Parallel Multi-Resolution Fusion Network for Image Inpainting [pdf] | |
| 2021 | ICCV 2021 | Flow-Guided Video Inpainting With Scene Templates [pdf] | |
| 2021 | ICCV 2021 | High-Fidelity Pluralistic Image Completion With Transformers [pdf] [project] | |
| 2021 | ICCV 2021 | Learning High-Fidelity Face Texture Completion Without Complete Face Texture [pdf] | Face |
| 2021 | WACV 2022 | Resolution-robust Large Mask Inpainting with Fourier Convolutions [pdf] [code] | |
| 2022 | CVPR 2022 | Dual-path Image Inpainting with Auxiliary GAN Inversion | |
| 2022 | CVPR 2022 | MAT: Mask-Aware Transformer for Large Hole Image Inpainting [pdf] [code] | |
| 2022 | CVPR 2022 | Bridging Global Context Interactions for High-Fidelity Image Completion [pdf] [code] | |
| 2022 | CVPR 2022 | Incremental Transformer Structure Enhanced Image Inpainting with Masking Positional Encoding [pdf] [code] | |
| 2022 | CVPR 2022 | Reduce Information Loss in Transformers for Pluralistic Image Inpainting | |
| 2022 | CVPR 2022 | MISF: Multi-level Interactive Siamese Filtering for High-Fidelity Image Inpainting [pdf] [code] | |
| 2022 | CVPR 2022 | RePaint: Inpainting using Denoising Diffusion Probabilistic Models [pdf] [code] | |
| 2022 | CVPR 2022 | DLFormer:Discrete Latent Transformer for Video Inpainting | Video |
| 2022 | CVPR 2022 | The DEVIL is in the Details: A Diagnostic Evaluation Benchmark for Video Inpainting [pdf] [code] | Video |
| 2022 | CVPR 2022 | Towards An End-to-End Framework for Flow-Guided Video Inpainting [pdf] [code] | Video |
| 2022 | CVPR 2022 | Inertia-Guided Flow Completion and Style Fusion for Video Inpainting | Video |
| 2022 | CVPR 2022 | DLFormer:Discrete Latent Transformer for Video Inpainting | Video |
To be updated...