Web: http://arxiv.org/abs/2201.11403

Jan. 28, 2022, 2:10 a.m. | Penglei Gao, Xi Yang, Rui Zhang, Kaizhu Huang, Yujie Geng

cs.CV updates on arXiv.org arxiv.org

While most present image outpainting conducts horizontal extrapolation, we
study the generalised image outpainting problem that extrapolates visual
context all-side around a given image. To this end, we develop a novel
transformer-based generative adversarial network called U-Transformer able to
extend image borders with plausible structure and details even for complicated
scenery images. Specifically, we design a generator as an encoder-to-decoder
structure embedded with the popular Swin Transformer blocks. As such, our novel
framework can better cope with image long-range dependencies …

arxiv cv transformer

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