Driver Fatigue Detection Based on Facial Key Points and LSTM

Table 4

Detection time of different areas in the self-built dataset.

Algorithm	Face detection time (s)	Eye detection time (s)	Mouth detection time (s)	Average detection time (s)
Head pose estimation [27]	0.1655	0.1250	0.1323	0.1409
Viola–Jones [30]	0.0319	0.0245	0.0295	0.0286
Proposed	0.1082	0.0455	0.0413	0.065