- 专利标题: METHOD FOR GENERATING MODEL OF SCULPTURE OF FACE, COMPUTING DEVICE, AND NON-TRANSITORY STORAGE MEDIUM
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申请号: US16729117申请日: 2019-12-27
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公开(公告)号: US20210201564A1公开(公告)日: 2021-07-01
- 发明人: Minghao Li , Jinghong Miao , Yuchuan Gou , Bo Gong , Mei Han
- 申请人: Ping An Technology (Shenzhen) Co., Ltd.
- 申请人地址: CN Shenzhen
- 专利权人: Ping An Technology (Shenzhen) Co., Ltd.
- 当前专利权人: Ping An Technology (Shenzhen) Co., Ltd.
- 当前专利权人地址: CN Shenzhen
- 主分类号: G06T15/20
- IPC分类号: G06T15/20 ; G06T5/00 ; G06K9/00
摘要:
A method for generating a model for facial sculpture based on a generative adversarial network (GAN) includes training a predetermined GAN based on a three dimensional (3D) face dataset of multiple 3D face images to obtain an initial sculpture generation model. A curvature conversion on each of the multiple 3D face images is performed to obtain a distribution map of curvature value and the distribution map of curvature value of each of the multiple 3D face images is added as attention information to the initial sculpture generation model, to train and generate a face sculpture generation model. A target 3D face data and predetermined face curvature parameters are received, and the target 3D face data and the predetermined face curvature parameters are inputted into the face sculpture generation model to generate a face sculpture model. A computing device using the method is also provided.
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