Title :
Fatigue Detection Based on Infrared Video Pupillography
Author :
Deng, Lifang ; Xiong, Xingliang ; Zhou, Jin ; Gan, Ping ; Deng, Shixiong
Author_Institution :
Lab. of Forensic Med. & Biomed. Inf., Chongqing Med. Univ., Chongqing, China
Abstract :
Detection of drowsiness can be used in many fields to prevent accidents caused by human errors in machine and vehicle operations. The pupil which is innervated by the autonomic nervous system was found to change in parallel with the level of alertness. In this paper, we introduce a fatigue detection system based on infrared video pupillography. A subject´s level of vigilance was distinguished by comparing the waveform of the varying pupile diameter of an alter person with a drowsy person´s. The design of the system is illustrated in this paper, as well as the correct way to calculate the pupil size when the pupile boundary is occluded by eyelids or eyelashes. The results show that significant differences can be found in drowsy and alert groups: in the drowsy group, pupil diameter fluctuates with large amplitude at low frequencies; while in the alert group pupil size remains stable for a long time and oscillating with amplitudes rarely exceeding ±5%(about 0.3mm).
Keywords :
biomechanics; biomedical optical imaging; eye; fatigue; infrared imaging; alertness; autonomic nervous system; drowsiness; fatigue detection; infrared video pupillography; pupile boundary; Accidents; Autonomic nervous system; Eyelashes; Eyelids; Fatigue; Frequency; Humans; Infrared detectors; Vehicle detection; Vehicles;
Conference_Titel :
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4712-1
Electronic_ISBN :
2151-7614
DOI :
10.1109/ICBBE.2010.5514709