This paper proposes a new vehicle color classification scheme to identify vehicles with their colors. To detect vehicles from roads, the paper proposes a novel symmetrical descriptor to determine the ROI of each vehicle without using any motion features. This scheme provides two advantages; there is no need of background subtraction and it is extremely efficient for real-time applications. After detection, a novel color-correction technique is proposed to reduce the color changes of vehicles so that vehicles can be more accurately identified. The major challenge in vehicle color identification is there are many shade (or confused) colors among vehicles. This paper proposes a new concept that the vehicles with different chromatic attributes should be separately trained even though they are in the same color category. With this concept, a novel tree-based classifier can be constructed to classify vehicles at different stages according to their chromatic strengths. The separation can significantly improve the accuracy of vehicle color classification even that vehicles are with various shade colors.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Real-time vehicle color identification using symmetrical SURFs and chromatic strength


    Contributors:


    Publication date :

    2015-05-01


    Size :

    743438 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Geometrische Datenverarbeitung von Bauteilen mit SURFS

    Kanarachos,A. / Wegener,T. / Ruhr-Univ.Bochum,Inst.f.Konstr.-Tech.1 | Automotive engineering | 1981


    Color-based image retrieval using spatial-chromatic histograms

    Cinque, L. / Ciocca, G. / Levialdi, S. et al. | British Library Online Contents | 2001


    COLOR CORRECTION METHOD FOR CHROMATIC ABERATION USING MULTIPLE COLOR LED SOURCES

    JOHANNESSEN ERIC / MAUZY JAMESON | European Patent Office | 2021

    Free access

    Color correction method for chromatic aberration using multiple color LED sources

    JOHANNESSEN ERIC / MAUZY JAMESON | European Patent Office | 2022

    Free access

    COLOR CORRECTION METHOD FOR CHROMATIC ABERRATION USING MULTIPLE COLOR LED SOURCES

    JOHANNESSEN ERIC / MAUZY JAMESON | European Patent Office | 2023

    Free access