• DocumentCode
    1647666
  • Title

    Road signs recognition using a dynamic pixel aggregation technique in the HSV color space

  • Author

    Vitabile, S. ; Pollaccia, G. ; Pilato, Giovanni ; Sorbello, F.

  • Author_Institution
    Centro di Studio sulle Reti di Elaboratori, CNR, Palermo, Italy
  • fYear
    2001
  • Firstpage
    572
  • Lastpage
    577
  • Abstract
    We present a system for the whole road sign detection and recognition task. Road sign regions are detected and extracted from real-world scenes on the basis of their color and shape features. Color segmentation is performed introducing a dynamic threshold in the pixel aggregation process on the HSV color space. The dynamic threshold allows the reduction of hue instability in real scenes depending on external brightness variation. Experimental results, using real road images in different environment conditions, are also reported.
  • Keywords
    computer vision; feature extraction; image colour analysis; image segmentation; object detection; object recognition; traffic engineering computing; HSV color space; color features; color segmentation; dynamic threshold; external brightness variation; hue instability reduction; pixel aggregation; real-world scenes; region extraction; road sign detection; road sign recognition; shape features; Brightness; Color; Image recognition; Image segmentation; Layout; Paints; Roads; Shape; Testing; Vehicle dynamics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Analysis and Processing, 2001. Proceedings. 11th International Conference on
  • Conference_Location
    Palermo
  • Print_ISBN
    0-7695-1183-X
  • Type

    conf

  • DOI
    10.1109/ICIAP.2001.957071
  • Filename
    957071