Affective communication aid using wearable devices based on biosignals

Yuji Takano, Kenji Suzuki
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引用次数: 26

Abstract

We propose a novel wearable interface for sharing facial expressions between children with autism spectrum disorders (ASD) and their parents, therapists, and caregivers. The developed interface is capable of recognizing facial expressions based on physiological signal patterns taken from facial bioelectrical signals and displaying the results in real time. The physiological signals are measured from the forehead and both sides of the head. We verified that the proposed classification method is robust against facial movements, blinking, and the head posture. This compact interface can support the perception of facial expressions between children with ASD and others to help improve their communication.
使用基于生物信号的可穿戴设备进行情感交流
我们提出了一种新颖的可穿戴界面,用于在自闭症谱系障碍(ASD)儿童与其父母、治疗师和护理人员之间共享面部表情。所开发的界面能够根据从面部生物电信号中提取的生理信号模式识别面部表情,并实时显示结果。生理信号是从前额和头部两侧测量的。我们验证了所提出的分类方法对面部运动、眨眼和头部姿势具有鲁棒性。这种紧凑的界面可以支持自闭症儿童与其他人之间的面部表情感知,以帮助改善他们的沟通。
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