Feasibility of emotion detection via facial muscle activity sensors embedded in glasses frame - FEDEm-Glasses

通过嵌入眼镜框的面部肌肉活动传感器进行情绪检测的可行性 - FEDEm-Glasses

• 批准号: 132050
• 金额: $ 4.04万
• 依托单位: EMTEQ LIMITED
• 依托单位国家: 英国
• 项目类别: Feasibility Studies
• 财政年份: 2016
• 资助国家: 英国
• 起止时间: 2016 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=132050
• 关键词: Feasibility; emotion; detection; via; facial

We have developed novel, miniaturised muscle activity sensors that work without the need for invasive procedures. We aim to integrate these into a glasses frame. In combination with a six-axis motion sensor (gyroscope and accelerometer) we want to demonstrate:-Detection of corrugator (frown) muscle activity, without drawbacks of EMG (skin preparation, obtrusive caps)-Accurate detection of head position, without drawbacks of remote cameras (occlusion, reference objects)-Gesture recognition through a combination of the above-Assessment of emotional state, through head position and corrugator response to IAPS images-Performance compared to conventional EMG technologyThis work could lead to gesture activated devices, enhanced software that detects user engagement and entertainment that detects emotional state of the user.

我们已经开发出新颖的、小型化的肌肉活动传感器，无需侵入性手术即可工作。我们的目标是将它们整合到一个眼镜框架中。结合六轴运动传感器（陀螺仪和加速度计），我们想要演示：-检测皱襞肌（皱眉）肌肉活动，没有肌电图的缺点（皮肤准备，突兀的帽子）-准确检测头部位置，没有远程相机的缺点（遮挡，参考物体）-手势识别通过上述组合评估情绪状态，这项工作可能会导致手势激活设备、检测用户参与度的增强软件和检测用户情绪状态的娱乐。