黑人名人的面部形态测量:使用人工智能平台的当代面部分析
Cristina A Salinas1, Alice Liu1, Basel A Sharaf1
1Division of Plastic Surgery, Department of Surgery, Mayo Clinic, Rochester, MN 55905, USA.
Journal of clinical medicine
|July 14, 2023
概括
这项研究使用人工智能分析黑人名人的面部特征,为面部美学和性别确认手术提供客观数据. 这些发现为外科医生和有色人种患者提供了关键的种族特异形态指南.
科学领域:
- 整形外科 整形外科 整形外科
- 人类测量学 人类测量学.
- 面部分析 面部分析
背景情况:
- 在寻求面部美容和性别确认手术 (FGAS) 的患者中增加多样性.
- 在有色人种患者手术决策方面缺乏客观的,特定于种族的指导方针.
- 在黑人人口中需要面部形态测量的定量数据.
研究的目的:
- 为了对黑人名人的面部形态学进行定量分析.
- 建立与面部复发和FGAS相关的特定种族面部数据.
- 利用人工智能 (AI) 进行精确的面部地标检测.
主要方法:
- 对21名黑人男性和21名女性名人的标准化正面照片进行定量分析.
- 从受欢迎的娱乐杂志和网站中选择名人.
- 使用面部分析AI程序检测每名名人100个面部标志.
主要成果:
- 黑人男性比女性表现出更高的面部高度,双腿宽度,更低的面部高度和大腿宽度.
- 面部高度与大宽度的比率接近两个性别的黄金比例 (1.618).
- 两性之间观察到的明确差异是面部中部与面部总高度的比例,眉毛斜率,眉毛长度,鼻子高度,耳宽度和额头高度.
结论:
- 这项研究为黑人人口提供了第一个人工智能驱动的,特定于种族的面部形态测量数据.
- 这些发现对于指导面部复发和FGAS手术决策具有重要意义.
- 客观数据可以改善面部手术的黑人患者的手术结果和患者满意度.
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