Abstract

This paper presents vehicle detection and tracking algorithms based on real-time background (RTB) and phase-correlation (PC) in the video sequence of urban highway with fixed camera. Firstly moving objects are obtained by subtracting RTB from serial images. After classification, PC is used to determine corresponding regions of moving objects between consecutive frames. The problems of vehicles' merging and splitting, sudden stop, and restart are also considered. Experiments show that the method is practical and can realize real-time detection and tracking of vehicles on highway.

© 2005 Chinese Optics Letters

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  1. D. P. Kottke and Y. Sun, Pattern Analysis and Machine Intelligence 16, 1128 (1994).
  2. J. Badenas, J. M. Sanchiz, and F. Pla, in Proceedings of 15th International Conference on Pattern Recognition 3, 125 (2000).
  3. S. Gupte, O. Masoud, R. F. K. Martin, and N. P. Papanikolopoulous, Intelligent Transportations Systems 3, 37 (2002).
  4. H. Foroosh, J. B. Zerubia, and M. Berthod, Image Processing 11, 188 (2002).
  5. B. Tang, Y. X. Leng, H. L. Peng, Z. Q. Zhang, and L. H. Lin, Chin. Opt. Lett. 1, 432 (2003).

2003 (1)

2002 (2)

S. Gupte, O. Masoud, R. F. K. Martin, and N. P. Papanikolopoulous, Intelligent Transportations Systems 3, 37 (2002).

H. Foroosh, J. B. Zerubia, and M. Berthod, Image Processing 11, 188 (2002).

2000 (1)

J. Badenas, J. M. Sanchiz, and F. Pla, in Proceedings of 15th International Conference on Pattern Recognition 3, 125 (2000).

1994 (1)

D. P. Kottke and Y. Sun, Pattern Analysis and Machine Intelligence 16, 1128 (1994).

Badenas, J.

J. Badenas, J. M. Sanchiz, and F. Pla, in Proceedings of 15th International Conference on Pattern Recognition 3, 125 (2000).

Berthod, M.

H. Foroosh, J. B. Zerubia, and M. Berthod, Image Processing 11, 188 (2002).

Foroosh, H.

H. Foroosh, J. B. Zerubia, and M. Berthod, Image Processing 11, 188 (2002).

Gupte, S.

S. Gupte, O. Masoud, R. F. K. Martin, and N. P. Papanikolopoulous, Intelligent Transportations Systems 3, 37 (2002).

Kottke, D. P.

D. P. Kottke and Y. Sun, Pattern Analysis and Machine Intelligence 16, 1128 (1994).

Leng, Y. X.

Lin, L. H.

Martin, R. F. K.

S. Gupte, O. Masoud, R. F. K. Martin, and N. P. Papanikolopoulous, Intelligent Transportations Systems 3, 37 (2002).

Masoud, O.

S. Gupte, O. Masoud, R. F. K. Martin, and N. P. Papanikolopoulous, Intelligent Transportations Systems 3, 37 (2002).

Papanikolopoulous, N. P.

S. Gupte, O. Masoud, R. F. K. Martin, and N. P. Papanikolopoulous, Intelligent Transportations Systems 3, 37 (2002).

Peng, H. L.

Pla, F.

J. Badenas, J. M. Sanchiz, and F. Pla, in Proceedings of 15th International Conference on Pattern Recognition 3, 125 (2000).

Sanchiz, J. M.

J. Badenas, J. M. Sanchiz, and F. Pla, in Proceedings of 15th International Conference on Pattern Recognition 3, 125 (2000).

Sun, Y.

D. P. Kottke and Y. Sun, Pattern Analysis and Machine Intelligence 16, 1128 (1994).

Tang, B.

Zerubia, J. B.

H. Foroosh, J. B. Zerubia, and M. Berthod, Image Processing 11, 188 (2002).

Zhang, Z. Q.

Chin. Opt. Lett. (1)

Image Processing (1)

H. Foroosh, J. B. Zerubia, and M. Berthod, Image Processing 11, 188 (2002).

in Proceedings of 15th International Conference on Pattern Recognition (1)

J. Badenas, J. M. Sanchiz, and F. Pla, in Proceedings of 15th International Conference on Pattern Recognition 3, 125 (2000).

Intelligent Transportations Systems (1)

S. Gupte, O. Masoud, R. F. K. Martin, and N. P. Papanikolopoulous, Intelligent Transportations Systems 3, 37 (2002).

Pattern Analysis and Machine Intelligence (1)

D. P. Kottke and Y. Sun, Pattern Analysis and Machine Intelligence 16, 1128 (1994).

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