传统方法

Zongben Xu and Jian Sun. Image inpainting by patch propagation using patch sparsity. IEEE transactions on image processing, 19(5):1153–1165, 2010.
Patrick Perez, Michel Gangnet, and Andrew Blake. Poisson image editing. In ´ Seminal Graphics Papers: Pushing the Boundaries, Volume 2, pp. 577–582. 2023.

基于CNN

Xiefan Guo, Hongyu Yang, and Di Huang. Image inpainting via conditional texture and structure dual generation. In Proceedings of the IEEE/CVF International Conference on Computer Vision, pp. 14134–14143, 2021.
Roman Suvorov, Elizaveta Logacheva, Anton Mashikhin, Anastasia Remizova, Arsenii Ashukha, Aleksei Silvestrov, Naejin Kong, Harshith Goka, Kiwoong Park, and Victor Lempitsky. Resolution-robust large mask inpainting with fourier convolutions. arXiv preprint arXiv:2109.07161, 2021.
Wenbo Li, Zhe Lin, Kun Zhou, Lu Qi, Yi Wang, and Jiaya Jia. Mat: Mask-aware transformer for large hole image inpainting. In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, pp. 10758–10768, 2022.
Yu Zeng, Zhe Lin, Huchuan Lu, and Vishal M Patel. Cr-fill: Generative image inpainting with auxiliary contextual reconstruction. In Proceedings of the IEEE/CVF international conference on computer vision, pp. 14164–14173, 2021.

Andreas Lugmayr, Martin Danelljan, Andres Romero, Fisher Yu, Radu Timofte, and Luc Van Gool. Repaint: Inpainting using denoising diffusion probabilistic models. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 11461–11471, 2022.
Shaoan Xie, Zhifei Zhang, Zhe Lin, Tobias Hinz, and Kun Zhang. Smartbrush: Text and shape guided object inpainting with diffusion model. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 22428–22437, 2023.
Ahmet Burak Yildirim, Vedat Baday, Erkut Erdem, Aykut Erdem, and Aysegul Dundar. Inst-inpaint: Instructing to remove objects with diffusion models. arXiv preprint arXiv:2304.03246, 2023.
Tim Brooks, Aleksander Holynski, and Alexei A Efros. Instructpix2pix: Learning to follow image editing instructions. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 18392–18402, 2023.
Magicremover: Tuning-free Text-guided Image inpainting with Diffusion Models pdf
PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis. pdf, code