西南科技大学学报
西南科技大學學報
서남과기대학학보
JOURNAL OF SOUTHWEST CHINA INSTITUTE OF TECHNOLOGY
2014年
2期
87-91
,共5页
张露%张静%杨薛涛%陈忠强%游斌相%王银玲
張露%張靜%楊薛濤%陳忠彊%遊斌相%王銀玲
장로%장정%양설도%진충강%유빈상%왕은령
疲劳检测%模糊识别%人眼状态判别%疲劳监测
疲勞檢測%模糊識彆%人眼狀態判彆%疲勞鑑測
피로검측%모호식별%인안상태판별%피로감측
Fatigue detection%Fuzzy recognition%Human eye state discrimination%Fatigue monitoring
汽车驾驶员疲劳驾驶是导致交通事故的重要原因之一,通过监测驾驶员的眼睛可以判别驾驶员的疲劳程度。对驾驶员眼睛的张开程度、眨眼频率、闭眼持续时间占空比等状态量进行检测和运算分析,提出利用模糊识别算法判别驾驶员眼睛疲劳状态。实验结果表明,该方法能有效识别驾驶员的疲劳状态,实时性好,准确率高。
汽車駕駛員疲勞駕駛是導緻交通事故的重要原因之一,通過鑑測駕駛員的眼睛可以判彆駕駛員的疲勞程度。對駕駛員眼睛的張開程度、眨眼頻率、閉眼持續時間佔空比等狀態量進行檢測和運算分析,提齣利用模糊識彆算法判彆駕駛員眼睛疲勞狀態。實驗結果錶明,該方法能有效識彆駕駛員的疲勞狀態,實時性好,準確率高。
기차가사원피로가사시도치교통사고적중요원인지일,통과감측가사원적안정가이판별가사원적피로정도。대가사원안정적장개정도、잡안빈솔、폐안지속시간점공비등상태량진행검측화운산분석,제출이용모호식별산법판별가사원안정피로상태。실험결과표명,해방법능유효식별가사원적피로상태,실시성호,준학솔고。
Traffic accidents are mostly caused by the fatigue of a driver,the degree of which can be judged by monitoring the driver’s eyes. Based on a fuzzy recognition algorithm and by detection and operational analysis of the opening degree of a driver’s eyes,blinking frequency and the duty cycle of eye - closing duration,a method of distinguish the fatigue state of the driver’s eyes was proposed. Experimental results show that the proposed method can effectively identify a driver’s fatigue state with high accuracy and instantaneity.