Image inpainting using scene constraints

作者：

Highlights：

• Combining the segmentation labels and the edges in the image to explicitly constrain image inpainting.

• Adopting the curriculum resizing technique to image inpainting.

• Experiments show that our efficient model achieves competitive qualitative and quantitative results on different datasets.

摘要

•Combining the segmentation labels and the edges in the image to explicitly constrain image inpainting.•Adopting the curriculum resizing technique to image inpainting.•Experiments show that our efficient model achieves competitive qualitative and quantitative results on different datasets.

论文关键词：Image inpainting,Deep learning,Generative adversarial networks

论文评审过程：Received 4 July 2020, Revised 6 January 2021, Accepted 9 January 2021, Available online 14 January 2021, Version of Record 21 January 2021.

论文官网地址：https://doi.org/10.1016/j.image.2021.116148