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通过语义驱动的生成对立网络与图形表示学习双相面部照片素描合成

Xingqun Qi, Muyi Sun, Zijian Wang

    IEEE transactions on neural networks and learning systems
    |December 19, 2023
    PubMed
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    本研究引入了一种新的方法,用于创建现实的面部照片素描对,使用语义驱动的生成对抗网络和图形表示学习. 该方法增强了细节和结构,在合成质量方面表现优于现有方法.

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    Prosopagnosia, also known as face blindness, is the inability to recognize faces. In severe cases, individuals with prosopagnosia may not recognize close family members, including parents and spouses, by their faces. For instance, someone with prosopagnosia might walk past their child in a crowd, only realizing their mistake upon noticing their child's distinctive backpack or favorite jacket. Prosopagnosia specifically impairs facial recognition, while the recognition of other objects or...
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