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An Automated Tachograph Chart Analysis System

  • A. Antonacopoulos
  • D. P. Kennedy
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 2423)

Abstract

This paper describes a new system that analyses tachograph charts. These circular charts are legal records of information on the different types of driver activity (driving, other duty, standby and rest) and vehicle data (speed and distance travelled). As each driver of each passenger and goods vehicle over a certain capacity must use a chart for every 24-hour period, there is a significant need for automated analysis (currently, tachograph charts are analysed manually).

The system starts by determining the shape parameters of the chart (location of the centre and radius). The position of the start of the 24-hour period (radius from centre to 24 hour tick mark) is then estimated. Finally the driver activity trace (recorded in a circular manner) is extracted, converted into a linear representation and recognised. Results from the evaluation of the system against professionally prepared ground truth indicate at least 94% accuracy in reading the driving time even on difficult (with scratches and marks) charts.

Keywords

Edge Point Driver Activity Tick Mark Mode Trace Driving Regulation 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

References

  1. [1]
    VDO Kienzle, Manual for the Evaluation and Use of the Original Kienzle Tachograph Chart.Google Scholar
  2. [2]
    T. Pavlidis, Algorithms for Graphics and Image Processing, Springer, Berlin, 1982.Google Scholar
  3. [3]
    M. Sonka, V. Hlavac and R. Boyle, Image Processing, Analysis and Machine Vision, 2nd ed, PWS-International Thomson Publishing, 1999.Google Scholar
  4. [4]
    D.F. Rogers, Procedural Elements for Computer Graphics, McGraw-Hill, 1985.Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2002

Authors and Affiliations

  • A. Antonacopoulos
    • 1
  • D. P. Kennedy
    • 1
  1. 1.PRImA Group, Department of Computer ScienceUniversity of LiverpoolLiverpoolUK

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