The Transactions of the Korean Institute of Electrical Engineers D (대한전기학회논문지:시스템및제어부문D)

The Korean Institute of Electrical Engineers (대한전기학회)
권호 표지

A Study on Vehicle Extraction and Tracking Using Stereo

스테레오 기법을 이용한 차량의 검출 및 추적에 관한 연구

  • Published : 2000.12.01
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Abstract

This paper presents a new method to extract traffic information such as number of passing vehicles and average speed by a pair of stereo road images. The whole process consists of the extraction of vehicles and the tracking of the extracted vehicles. For the extraction of vehicles, the outline of each vehicle is obtained by using binary region growing technique applied to disparity map based on multi-resolution stereo matching. The Kalman filter tracking algorithm is applied to the extracted vehicle outlines to determine the flow of vehicles. Experimental results show that the proposed method significantly improved recognition rate of vehicles over the conventional methods-frame difference and background elimination methods.

Keywords

References

  1. 우동민, '넓은 기준선의 스테레오를 위한 적응적인 지형복원', 전기학회 논문지, 47권, 12호, 1998
  2. 우동민, '신경 회로망을 이용한 2차원 평면의 카메라 보정', 전기학회 논문지, 47권, 12호, 1998
  3. 소재희, 이병도, 우동민, '실시간 스테레오를 이용한 차량 윤곽 추출', 1997년 대한전기학회 하계학술대회 논문집, pp. 2459-2461, 1997
  4. 이병도, 소재희, 우동민, 'Hough 변환을 이용한 차량 윤곽의 검출', 1997년 대한전기학회 하계학술대회 논문집, pp. 2462-2464, 1997
  5. Bielik A., 'Image Measurement Systems for Traffic Analysis : Task and Operation, State-of-the-Art, Accuracy', Thesis TRITAILA 94.01, The Royal Institute of Technology, 1994
  6. S.S. Blackman, 'Multiple-Target Tracking with Radar Application', Artech House, Dedham, MA, 1986
  7. Michael Brunig, Wolfgang Niehsen - 'AR-modeling and low bit rate encoding of motion-compansated frame differences', SPIE, vol. 3309, 1997 https://doi.org/10.1117/12.298371
  8. Srinivas R. kadaba, member, IEEE, Saul B. Geifand, member, IEEE and R. L, Kashyap, fellow, IEEE - 'Recursive Estimation of Image Using Non-Gaussian Autoregressive Model', IEEE TRANSACTION ON IMAGE PROCESSING, VOL. 7, NO. 10, OCTOBER 1998 https://doi.org/10.1109/83.718484
  9. Rafael C. Gonzalez, Richard E. Woods, 'Digital Image Processing', Addison Wesley, pp.458-461, 1992
  10. 김 인택, 이 응기, 김 응수, '다중 센서에 의한 다중 지상 표적 추적시 지형정보가 미치는 영향,' 한국항행학회 논문지 제 2 권 제 1호, pp.43-52, 1998년 8월