Nature of Computation and Communication. International Conference, ICTCC 2014, Ho Chi Minh City, Vietnam, November 24-25, 2014, Revised Selected Papers

Research Article

Vehicle Tracking in Outdoor Environment Based on Curvelet Domain

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  • @INPROCEEDINGS{10.1007/978-3-319-15392-6_34,
        author={Nguyen Binh},
        title={Vehicle Tracking in Outdoor Environment Based on Curvelet Domain},
        proceedings={Nature of Computation and Communication. International Conference, ICTCC 2014, Ho Chi Minh City, Vietnam, November 24-25, 2014, Revised Selected Papers},
        proceedings_a={ICTCC},
        year={2015},
        month={2},
        keywords={Curvelet transform Vehicle tracking Contour},
        doi={10.1007/978-3-319-15392-6_34}
    }
    
  • Nguyen Binh
    Year: 2015
    Vehicle Tracking in Outdoor Environment Based on Curvelet Domain
    ICTCC
    ICST
    DOI: 10.1007/978-3-319-15392-6_34
Nguyen Binh1,*
  • 1: Ho Chi Minh City University of Technology
*Contact email: ntbinh@cse.hcmut.edu.vn

Abstract

Vehicle tracking is a difficult part in intelligent traffic system. The images of vehicles on the streets, picked up from cameras, are usually in occlusion because of effecting outdoor environment such as lack light, weather, etc. Therefore, vehicle tracking is a challenging problem. This paper proposed a method for vehicle tracking in an outdoor environment. We use curvelet transform combined with object deformation of contour. The light of background may change from this frame to the other frame. The proposed algorithm has significantly improves the edge accuracy and reduces the wrong position of objects between the frames. For demonstrating the superiority of the proposed method, we have compared the results with the other methods.