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On using the hough transform for driving assistance applications

 
: Hardzeyeu, V.; Klefenz, F.

:

Institute of Electrical and Electronics Engineers -IEEE-:
ICCP 2008, IEEE 4th International Conference on Intelligent Computer Communication and Processing : 28 - 30 August, 2008, Cluj-Napoca, Romania
NEW YORK: IEEE, 2008
pp.91-98
International Conference on Intelligent Computer Communication and Processing (ICCP) <4, 2008, Cluj-Napoca, Romania>
English
Conference Paper
Fraunhofer IDMT ()

Abstract
The Driving Assistance Systems (DAS) aim to help the vehicle drivers to proceed through different road situations. However, their main task is not only to safe one particular driver, but also to increase the safety for all traffic members. The problem domain here is huge and might be divided into the subtopics, like driver's fatigue detection, pedestrian tracking, obstacle collision avoidance, lane departure warnings and traffic signs detection and recognition. Advanced computer vision techniques are widely used in order to develop sufficient and robust systems for driving assistance. In this paper we discuss the video-based Hough-Transform driven objects detection algorithms and their applications for lane departure warnings, as well as for traffic signs detection. Furthermore, a high-speed hardware implementation of these algorithms on the FPGA/ASIC is also presented.

: http://publica.fraunhofer.de/documents/N-92383.html