In the process of collecting the pavement images, there exists shadows in the pavement images due to various objects on the road and rodside. This seriously affects the auto-identification and classification of the images. In view of this problem, we propose a recognition method which can deal with the shadow. We withdraw the edge subset of the shadow in the image by image division and decompose the image into the light part and shadow part. Then the two sub-images can be classified by the variance of the sub-images. This method is simple, and avoids disturbance of the shadow. The availability of the method has been proven by the experiment's results.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Recognition of Pavement Image with Shadow Based on Image Decomposition


    Beteiligte:
    Chen, Xianqiao (Autor:in) / Yan, Xinping (Autor:in) / Chu, Xiumin (Autor:in) / Lv, Zhiyong (Autor:in)

    Kongress:

    First International Conference on Transportation Engineering ; 2007 ; Southwest Jiaotong University, Chengdu, China



    Erscheinungsdatum :

    2007-07-09




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Recognition of Pavement Image with Shadow Based on Image Decomposition

    Chen, X. / Yan, X. / Chu, X. et al. | British Library Conference Proceedings | 2007


    Review on Automatic Pavement Crack Image Recognition Algorithms

    Peng, Bo / Jiang, Yang-sheng / Pu, Yun | ASCE | 2015


    User-assisted image shadow removal

    Gong, Han / Cosker, Darren | British Library Online Contents | 2017



    Crack Detection Method of Shadow Asphalt Pavement based on Cuckoo Search

    Zhan, Wei-Wei / Gui, Xu-Lan / Long, Xing-Hang | IEEE | 2020