Title :
An algorithm for Italian de-restriction signs detection
Author :
Caraffi, Claudio ; Cardarelli, Elena ; Medici, Paolo ; Porta, Pier Paolo ; Ghisio, Guido ; Monchiero, Gianluca
Author_Institution :
Dipt. di Ing. dell´´Inf., Univ. degli Studi di Parma, Parma
Abstract :
Color has proved to be an important feature to be exploited for road signs detection on images; however, not all road signs have distinctive color characteristics. This paper presents a shape-based approach for Italian de-restriction signs detection; the developed algorithm uses a black band extractor to highlight regions of interest, where a circle shape detection is performed. Tracking is used in order to increase reliability. The obtained detector is robust to different illumination conditions and shadows, and can manage different kinds of noise and perturbation. Despite its sensitiveness, the detector showed few false positives during performed tests.
Keywords :
automated highways; driver information systems; image colour analysis; image segmentation; reliability; road safety; Italian derestriction signs detection; black band extractor; road signs detection; shape-based approach; Biomedical imaging; Detectors; Face detection; Intelligent vehicles; Road safety; Shape; Technological innovation; Telecommunication traffic; Testing; 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.2008.4621306