In recent years, metaverse and digital humans have become important research and industry areas of focus. However, existing digital humans still lack realistic affective traits, making emotional interaction with humans difficult. Grounded in the developments of artificial intelligence, human-computer interaction, virtual reality, and affective computing, this paper proposes the concept and technical framework of "Affective Digital Twins for Digital Human" based on the philosophy of digital twin technology. The paper discusses several key technical issues including affective modeling, affective perception, affective encoding, and affective expression. Based on this, the paper conducts a preliminary imagination of the future application prospects of affective digital twins for digital human, while considering potential problems that may need to be addressed.
翻译:近年来,元宇宙与数字人已成为研究和产业的重点领域。然而,现有数字人仍缺乏真实的情感特征,难以实现与人类的情感交互。基于人工智能、人机交互、虚拟现实和情感计算等领域的发展,本文以数字孪生技术理念为指导,提出了"面向数字人的情感数字孪生"概念及技术框架。文章探讨了情感建模、情感感知、情感编码和情感表达等若干关键技术问题。在此基础上,本文对面向数字人的情感数字孪生未来应用前景进行了初步构想,同时考虑了可能需要解决的潜在问题。