眉毛旋转如何影响情绪表达利用人工智能
Agnes Zhu1, Thanapoom Boonipat2, Sai Cherukuri2
1Mayo Clinic Alix School of Medicine, Mayo Clinic Alix School of Medicine, 200 First St. SW, Rochester, MN, 55905, USA. zhu.agnes@mayo.edu.
Aesthetic plastic surgery
|August 25, 2023
概括
眉毛的位置显著影响感知到的情绪. 人工智能分析显示,上方的眉毛旋转增加了厌恶,减少了悲伤,为美容手术提供了洞察力.
科学领域:
- 面部表情分析的方法
- 计算机视觉在情绪识别和识别中的作用
- 审美手术的结果 审美手术结果
背景情况:
- 众所周知,眉毛的位置会影响情绪表达.
- 以前的手动评级研究范围有限,劳动密集.
- 缺乏对眉毛操纵对情绪影响的客观量化.
研究的目的:
- 客观地将眉毛旋转与情绪表达变化相关联.
- 利用人工智能来分析面部情绪.
- 量化眉毛操纵影响感知情绪的程度.
主要方法:
- 53名眉毛提升患者的手术前图像经过数字操作.
- 眉毛在-20度,-10度,+10度和+20度之间旋转.
- 使用FaceReader软件分析了面部情绪和行动单位.
主要成果:
- 正面的眉毛旋转增加了检测到的厌恶 (高达2.95%).
- 积极的眉毛旋转减少了检测到的悲伤 (降至11.42%).
- 内侧抬眉器的强度下降,而外侧抬眉器的强度随着正旋转而增加.
结论:
- 眉毛旋转的增加与厌恶正相关,与悲伤相反.
- 人工智能客观地量化了眉毛位置对情感感知的影响.
- 这些发现有助于医生了解眉毛提升对患者感知情绪的影响.
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