Image outpainting guided by prior structure information

Canghong Shi,Yongpeng Ren,Xiaojie Li,Imran Mumtaz, Zhiheng Jin,Hongping Ren

Pattern Recognition Letters（2022）

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摘要

•The image-level and feature-level global structure information guides image outpainting.•The multi-level dilated convolution block markedly expands receptive field of network.•The patch-GAN discriminates patches of outpainting images.•Both perceptual loss and style loss improve the texture and style of outpainting images.

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关键词

Deep learning,Image outpainting,Structure outpainting network,Texture outpainting network

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