ICCV2019 ORAL
作者:Assaf Shocher,The Weizmann Institute of Science,以色列


Intro

第一篇用单张图片训练GAN来学习internal statistic的文章。输入单张图片训练,生成影像为任意大小形状的类似图片。
[ICCV2019] InGAN: Capturing and Remapping the “DNA” of a Natural Image

Method

生成器输入image x以及几何变换 T,鉴别器为多尺度。训练时,T随机采样,测试时,T根据需求选定。
[ICCV2019] InGAN: Capturing and Remapping the “DNA” of a Natural Image
[ICCV2019] InGAN: Capturing and Remapping the “DNA” of a Natural Image

Results

[ICCV2019] InGAN: Capturing and Remapping the “DNA” of a Natural Image
[ICCV2019] InGAN: Capturing and Remapping the “DNA” of a Natural Image
[ICCV2019] InGAN: Capturing and Remapping the “DNA” of a Natural Image
[ICCV2019] InGAN: Capturing and Remapping the “DNA” of a Natural Image

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