A list of resources for Image Inpainting, inspired by Awesome-deep-vision and Awesome Computer Vision .

Please feel free to pull requests to add papers.

[1] Marcelo Bertalmio and Guillermo Sapiro, Vicent Caselles and Coloma Ballester, Image Inpainting, SIGGRAPH, 2000. [paper]

[2] Marcelo Bertalmio, Luminita Vese, Guillermo Sapiro, Simultaneous Structure and Texture Image Inpainting, TIP, 2003. [paper]

[3] A. Criminisi, P. P´erez and K. Toyama, Region Filling and Object Removal by Exemplar-Based Image Inpainting, TIP, 2004. [paper]

[4] Jian Sun, Lu Yuan, Jiaya Jia, Heung-Yeung Shum, Image Completion with Structure Propagation, SIGGRAPH, 2005. [paper]

[5] J.-B Huang, S.B. kang, N. Ahuja, and j. Kopf. Image completion using Planar structure guidance. ACM Transactions on graohics (TOG). [paper] [code] [project]

[1] Jimmy SJ. Ren, Li xu, Qiong Yan, Wenxiu Sun, Shepard Convolutional Neural Networks, NIPS, 2015. [paper] [code]

[1] Deepak Pathak, Philipp Krahenbuhl, Jeff Donahue, Trevor Darrell, Alexei A. Efros, Context Encoders: Feature Learning by Inpainting, CVPR, 2016. [paper] [code]

[1] SATOSHI IIZUKA, EDGAR SIMO-SERRA, HIROSHI ISHIKAWA, Globally and Locally Consistent Image Completion, SIGGRAPH 2017. [paper] [code] [project]

[1] Chao Yang, Xin Lu, Zhe Lin, Eli Shechtman, Oliver Wang, Hao Li, High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis, CVPR, 2017. [paper] [code]

[2] Yijun Li, Sifei Liu, Jimei Yang, and Ming-Hsuan Yang, Generative Face Completion. CVPR, 2017. [paper] [code]

[3] Raymond A. Yeh, Chen Chen, Teck Yian Lim, Alexander G. Schwing, Mark Hasegawa-Johnson, Minh N. Do. Semantic Image Inpainting With Deep Generative Models, CVPR 2017. [paper] [code] [project]

[1] Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, Thomas S. Huang, Generative Image Inpainting with Contextual Attention, CVPR, 2018. [paper] [code] [project]

[2] Qianru Sun, Liqian Ma, Seong Joon Oh, Luc Van Gool, Bernt Schiele, Mario Fritz1. Natural and Effective Obfuscation by Head Inpainting, CVPR 2018. [paper]

[3] Brian Dolhansky, Cristian Canton Ferrer. Eye In-Painting With Exemplar Generative Adversarial Networks, CVPR 2018. [paper] [project] [code]

[4] Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, Stefanos Zafeiriou. UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition, CVPR 2018. [paper]

[5] Andrew Gilbert, John Collomosse, Hailin Jin, and Brian Price. Disentangling Structure and Aesthetics for Style-aware Image Completion, CVPR 2018. [paper]

[1] Guilin Liu, Fitsum A. Reda, Kevin J. Shih, Ting-Chun Wang, Andrew Tao, Bryan Catanzaro, Image Inpainting for Irregular Holes Using Partial Convolutions, ECCV, 2018. [paper] [project]

[2] Yuhang Song, Chao Yang, Zhe Lin, Xiaofeng Liu, Qin Huang, Hao Li, C.-C. Jay Kuo, Contextual-based Image Inpainting: Infer, Match, and Translate, ECCV 2018, [paper]

[3] Zhaoyi Yan, Xiaoming Li, Mu Li, Wangmeng Zuo, Shiguang Shan, Shift-Net: Image Inpainting via Deep Feature Rearrangement, ECCV, 2018. [paper] [code]

[1] Yi Wang, Xin Tao, Xiaojuan Qi, Xiaoyong Shen, Jiaya Jia, Image Inpainting via Generative Multi-column Convolutional Neural Networks, NIPS, 2018. [paper] [code]

[1] Yuhang Song, Chao Yang, Yeji Shen, Peng Wang, Qin Huang, C.-C. Jay Kuo, SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting, BMVC, 2018. [paper]

[1] Huy V. Vo, Ngoc Q. K. Duong, Patrick Perez, Structural inpainting, MM, 2018. [paper]

[2] Haoran Zhang, Zhenzhen Hu, Changzhi Luo, Wangmeng Zuo, Meng Wang. Semantic Image Inpainting with Progressive Generative Networks. MM 2018. [paper] [code]

[1] Haofu Liao1, Gareth Funka-Lea, Yefeng Zheng, Jiebo Luo and S. Kevin Zhou. Face Completion iwht Semantic Knowledge and Collaborative Adversarial Learning, ACCV, 2018. [paper]

[1] Liang Liao, Ruimin Hu, Jing Xiao, Zhongyuan Wang. Edge-Aware Context Encoder for Image Inpainting. [paper]

[1] Portenier, Tiziano, et al. Faceshop: Deep sketch-based face image editing. [paper]

[1] Zeyuan Chen, Shaoliang Nie, Tianfu Wu, Christopher G. Healey. High Resolution Face Completion with Multiple Controllable Attributes via Fully End-to-End Progressive Generative Adversarial Networks. Arxiv 2018. [paper]

[2] Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, and Patrick J. Flynn. On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs, Arxiv 2018. [paper]

[3] Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, Thomas S. Huang, Free-Form Image Inpainting with Gated Convolution, arxiv, 2018. [paper] [project]

[4] Kamyar Nazeri, Eric Ng, Tony Joseph, Faisal Z. Qureshi, Mehran Ebrahimi. EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning. Arxiv 2019. [paper] [code]

[5] Qingguo Xiao,Guangyao Li,Qiaochuan Chen. Deep Inception Generative network for Cognitive Image Inpainting. Arxiv 2019. [paper]

[6] Ryan Webster, Julien Rabin, Lo¨ıc Simon and Fred´ eric Jurie. Detecting Overfitting of Deep Generative Networks via Latent Recovery. Arxiv 2019. [paper]

[7] Youngjoo Jo, Jongyoul Park. SC-FEGAN: Face Editing Generative Adversarial Network with User’s Sketch. Arxiv 2019. [paper] [code]

[1] Zheng, Chuanxia and Cham, Tat-Jen and Cai, Jianfei. Pluralistic Image Completion. CVPR 2019. [paper] [code] [project]

[2] Zeng, Yanhong and Fu, Jianlong and Chao, Hongyang and Guo, Baining. Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting. CVPR 2019. [paper] [code]

[3] Wei Xiong, Jiahui Yu, Zhe Lin, Jimei Yang, Xin Lu, Connelly Barnes, and Jiebo Luo. Foreground-aware Image Inpainting. CVPR 2019. [paper]