那些比较重要的 Image Inpainting 文章

[FROM] https://python.ctolib.com/geekyutao-Image-Inpainting.html

Image Inpainting

This repository is a paper list of image inpainting inspired by @1900zyh's repository Awsome-Image-Inpainting.
Please contact me ([email protected]) if you find an interesting paper that I've missed. I would greatly appreciate it : )

Traditional Methods

Year	Proceeding	Title	Comment
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

Deep-Learning-based Methods

Year	Proceeding	Title	Comment
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	CVPR Workshop 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]

ArXiv or Unpublished

Year	Proceeding	Title	Comment
2018	arXiv:1801.07632	High Resolution Face Completion with Multiple Controllable Attributes via Fully End-to-End Progressive Generative Adversarial Networks [pdf]
2018	arXiv:1803.07422	Patch-Based Image Inpainting with Generative Adversarial Networks [pdf] [code]
2018	arXiv:1808.04432	X-GANs: Image Reconstruction Made Easy for Extreme Cases [pdf]
2018	arXiv:1811.07104	On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs [pdf]
2018	arXiv:1811.09012	Multi-View Inpainting for RGB-D Sequence [pdf]
2018	arXiv:1812.01458	Deep Inception Generative network for Cognitive Image Inpainting [pdf]
2019	arXiv:1901.03396	Detecting Overfitting of Deep Generative Networks via Latent Recovery [pdf]
2019	arXiv:1902.01096	Compatible and Diverse Fashion Image Inpainting [pdf]
2019	arXiv:1902.09225	Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation [pdf]
2019	arXiv:1903.00450	Multi-Object Representation Learning with Iterative Variational Inference [pdf]
2019	arXiv:1903.04842	Unsupervised motion saliency map estimation based on optical flow inpainting [pdf]
2019	arXiv:1903.10885	Learning Quadrangulated Patches For 3D Shape Processing [pdf]
2019	arXiv:1904.10795	Graph-based Inpainting for 3D Dynamic Point Clouds [pdf]	Point Cloud
2019	arXiv:1905.02882	Frame-Recurrent Video Inpainting by Robust Optical Flow Inference [pdf]	Video
2019	arXiv:1905.02949	Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence [pdf]	Video
2019	arXiv:1905.13066	Align-and-Attend Network for Globally and Locally Coherent Video Inpainting [pdf]	Video
2019	arXiv:1906.00884	Fashion Editing with Multi-scale Attention Normalization [pdf]