基于热像仪的非侵入式驾驶员情绪识别

A. Kolli, A. Fasih, Fadi Al Machot, K. Kyamakya
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引用次数: 45

摘要

过去已经提出了几种侵入式和非侵入式技术来监控汽车驾驶员的情绪,但很少有人将热像仪用于此类应用。本文详细介绍了一种使用单红外热像仪的系统。使用这种摄像机是为了克服使用单一视听传感器的问题。输出与音频/视觉传感器的融合可以提供更好的ADAS(高级驾驶员辅助系统)。本文还详细介绍了在情感识别之前的每个热像图中的人脸检测技术。
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Non-intrusive car driver's emotion recognition using thermal camera
Several intrusive and non-intrusive techniques have been proposed in the past to monitor car driver's emotions but very little light was shed on using thermal cameras for such applications. This paper details with one such system that uses a single infrared thermal camera. Such a camera was used to overcome the issues pertaining to usage of single audio/visual sensors. Fusion of the outputs with the audio/visual sensors could provide a better ADAS (Advanced Driver Assistance System). The paper also details face detection techniques in each thermogram prior to emotion recognition.
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