In order to detect the fatigue state and driving behavior of drivers in real time and accurately,and ensure the safe driving of front-seat drivers and passengers,an intelligent recognition method of face and sitting position is designed to determine the fatigue state and driving behavior of front-seat drivers and passengers in real time.Neural networks based on different structures capture facial and behavioral features,locate head position and behavioral state,and infer fatigue level and whole body sitting position.The experimental results show that the accuracy of yawning fatigue test is higher than that of prolonged closed eyes.My_Dense model test recognition is better than the other two sitting position detection models.Therefore,the intelligent recognition method of face and sitting position can effectively determine the driver's fatigue state and driving behavior,and provide accurate assistance and safety early warning.
关键词
前排驾乘人员/面部识别/坐姿识别/驾驶行为
Key words
front-seat driver and passenger/facial recognition/sitting position recognition/driving behavior
维普
万方数据