Multi-stream spatiotemporal networks for driver fatigue detection from infrared and depth videos

This thesis presents new methods for incorporating multi-stream networks into the driver fatigue detection system. For the depth video-based method, a two-stream CNN architecture is proposed to incorporate spatial information of the current depth frame and temporal information of neighboring depth f...

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書目詳細資料
主要作者: Ma, Xiaoxi
其他作者: Yap Kim Hui
格式: Thesis-Doctor of Philosophy
語言:English
出版: Nanyang Technological University 2023
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在線閱讀:https://hdl.handle.net/10356/164796
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