Title :
Real-time detection of traffic signs on a multi-core processor
Author :
Ach, R. ; Luth, N. ; Techmer, A.
Author_Institution :
Fac. of Electr. Eng. & Inf. Technol., Univ. of Appl. Sci. Amberg-Weiden, Amberg
Abstract :
This paper presents the implementation of a traffic sign detection system on a multi-core processor. The approach, based on Viola-Jones, allows a fast, robust and reliable detection on grayscale images. The use of computer-graphics generated images supports an automatic process of the required generation of training data and a simple extension or adjustment to further traffic signs, different camera types and perspectives etc. The implementation fulfills the real-time constrain by consuming only 62.5% of the available computational power. An optimization of the memory consumption avoids the need of external memory.
Keywords :
computer graphics; image recognition; microprocessor chips; object detection; traffic information systems; camera-based driver assistance systems; computer-graphics; grayscale images; memory consumption; multicore processor; traffic sign detection system; traffic signs real-time detection; Cameras; Driver circuits; Image generation; Information technology; Layout; Multicore processing; Robustness; Traffic control; Training data; Vehicle detection;
Conference_Titel :
Intelligent Vehicles Symposium, 2008 IEEE
Conference_Location :
Eindhoven
Print_ISBN :
978-1-4244-2568-6
Electronic_ISBN :
1931-0587
DOI :
10.1109/IVS.2008.4621211