通过机器人的情感模型实现人机交互

Wen-Feng Shih, K. Naruse, Shih-Hung Wu
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引用次数: 9

摘要

如今,许多机器人为人们服务,如pepper, Paro, HSR等。机器人不仅是伙伴,还为日常生活提供服务。为了成为一个好的伙伴,机器人需要有一个更好的反馈模型,这样它才能更自然地互动。此外,为了设计一个能够像人类一样互动的机器人,我们需要设计机器人的情感模型。在我们的研究中,我们的系统首先从人脸图像中提取人脸并计算特征。然后利用支持向量机将面部表情分类为不同的情绪状态。同时,机器人也会更新自己的情绪状态。然后,机器人的情绪会根据识别的面部表情发生变化,与人类进行互动。因此,机器人可以通过一些有趣的姿势表现出不同的反馈动作来表达机器人的情感。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implement human-robot interaction via robot's emotion model
Nowadays, many robots are in service for the people, such as pepper, Paro, HSR and so on. The robots are not only as partners but also provide services to daily life. To be a good partner, a robot needs to have a better model of feedback, such that it can interact more naturally. Moreover, in order to design a robot that can interact just like human, we need to design the emotion model for the robot. In our research, first our system extracts face and computes the feature from the facial image. Then our system uses SVM to classify the facial expression into different emotion states. At the same time, the robot also updates its own emotion states. Then the robot's emotion will change to interact with human according to the facial expression recognized. Therefore, the robot can show different feedback actions that expressing the emotion of robot with some funny postures.
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