Title :
Real-time eye detection and event identification for human-computer interactive control for driver assistance
Author :
Yen-Lin Chen ; Chao-Wei Yu ; Chuan-Yen Chiang ; Chin-Hsuan Liu ; Wei-Chen Sun ; Hsin-Han Chiang ; Tsu-Tian Lee
Author_Institution :
Dept. Comput. Sci. & Inf. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
Abstract :
Eye movements can provide important information for human-computer interactive applications. Due to the progress of computer technology, the detecting accuracy and speed of pattern recognition are promoted. Additionally, according to research advances in embedded systems, the applications of digital cameras, such as internet cameras, smart phones and smart TV, and smart cars, are widely used in nowadays. Therefore, we propose a set of real-time human-eye detection and tracking systems with human-computer interaction applications. This technique can obtain eye movements and can be adopted as interactive control commands on driver assistance systems. The proposed system is implemented on an OMAP4430 for embedded applications, and experimental results show that the proposed architecture is capable of effective and real-time eye position detection and event identification for human-computer interactive applications on driver assistance systems.
Keywords :
driver information systems; embedded systems; face recognition; human computer interaction; interactive systems; object tracking; OMAP4430; digital cameras; driver assistance systems; embedded applications; eye movements; face detection; human-computer interactive control; interactive control commands; pattern recognition; real-time event identification; real-time eye position detection; real-time human-eye detection; real-time human-eye tracking systems; Boosting; Detectors; Eyelids; Feature extraction; Human computer interaction; Image sequences; Real-time systems; Embedded systems; Eye detection; Face detection; Gaze event; Human-computer Interaction;
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/SMC.2014.6974239