Browse > Article

A Driving Information Centric Information Processing Technology Development Based on Image Processing  

Yang, Seung-Hoon (선문대학교 컴퓨터공학과)
Hong, Gwang-Soo (선문대학교 컴퓨터공학과)
Kim, Byung-Gyu (선문대학교 컴퓨터공학과)
Publication Information
Abstract
Today, the core technology of an automobile is becoming to IT-based convergence system technology. To cope with many kinds of situations and provide the convenience for drivers, various IT technologies are being integrated into automobile system. In this paper, we propose an convergence system, which is called Augmented Driving System (ADS), to provide high safety and convenience of drivers based on image information processing. From imaging sensor, the image data is acquisited and processed to give distance from the front car, lane, and traffic sign panel by the proposed methods. Also, a converged interface technology with camera for gesture recognition and microphone for speech recognition is provided. Based on this kind of system technology, car accident will be decreased although drivers could not recognize the dangerous situations, since the system can recognize situation or user context to give attention to the front view. Through the experiments, the proposed methods achieved over 90% of recognition in terms of traffic sign detection, lane detection, and distance measure from the front car.
Keywords
convergence technology; gesture recognition; image processing; augmented driving system (ADS);
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 유환신, "충돌회피 및 차선추적을 위한 무인 자동차의 제어 및 모델링," 한국항행학회, 제11권, 제4호, 359-370, 2007.
2 김효성, 정현기, 김병규, "적외선 카메라를 이용한 에어 인터페이스 시스템 (AIS) 연구" 한국정보처리학회 논문지 B, 제18-B권 3호, June 2011.
3 Asanterabi Malima, "A Fast Algorithm for Vision- based Hand Gesture Recognition for Robot Control", Signal Processing and Communications Applications, pp. 1-4, 2006.
4 송광열, "에지 분석과 에이다부스트 알고리즘을 이용한 차량검출," 한국자동차공학회, pp. 27-34, 2007.
5 Hsu Yung Cheng, Lane detection with moving vehicles in the traffic scences, IEEE Transactions on intelligent transportation systems, December 2006.
6 최승욱, "Lane recognition and obstacle detection using moving windows," 전자공학회, 1월 1999.
7 PAUL VIOL, MICHAEL J. JONES, "Robust Rea l-Time Face Detection," International Journal of Computer Vision 57(2), 137-154, 2004.
8 한성지, "수평 및 수직 에지 성분의 대칭성 기반차량 검출 기법", 2009년도 대한전기학회 하계학술대회 논문집 14-17 2007.
9 최종주, 정채영, "영상처리를 위한 일반화된 허프 변환에서의 검출 방법들에 대한 고찰," 한국컴퓨터정보학회, 1997.
10 Taejin Ha, Woontack Woo "Video see-through HMD 기반 증강현실을 위한 손 인터페이스," GIST U-VR Lab..
11 Michael Donoser and Horst Bischof, "Real Time Appearance Based Hand Tracking", IEEE International Conference on Pattern Recognition, pp. 1-4, 2008.