In this paper a system for the analysis of color images of traffic scenes is presented. This system, which is based on a suitable processing of the chromatic information contents of the images, aims at recovering in a robust way important parts of a road scene like the road-bed, obstacles which are present on the road-bed, horizontal and vertical road signs, and traffic lights. A wide experimentation on images of urban and country roads has shown the power of using color information compared to the performance we obtained by algorithms for object detection and recognition that rely solely on geometric features extracted from monochromatic images. The results suggest that color cue can be very helpful to construct drivers' assistant systems based on computer vision technologies even in the presence of quite complex road environments.

Color cues for traffic scene analysis

De Micheli E;Campani M
1995

Abstract

In this paper a system for the analysis of color images of traffic scenes is presented. This system, which is based on a suitable processing of the chromatic information contents of the images, aims at recovering in a robust way important parts of a road scene like the road-bed, obstacles which are present on the road-bed, horizontal and vertical road signs, and traffic lights. A wide experimentation on images of urban and country roads has shown the power of using color information compared to the performance we obtained by algorithms for object detection and recognition that rely solely on geometric features extracted from monochromatic images. The results suggest that color cue can be very helpful to construct drivers' assistant systems based on computer vision technologies even in the presence of quite complex road environments.
1995
image processing
robotics
autonomous vehicle
color
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/385800
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 17
  • ???jsp.display-item.citation.isi??? ND
social impact