The Intelligent Transportation Systems bring a safely and comfortable motorized society, which are based on image processing such as predicting/detecting the danger of vehicles collecting the transport information to control the traffic flow on traffic control systems etc. However, with the pollution of environment, the fog/haze becomes a serious problem, causing the image deterioration or degradation and the Intelligent Transportation Systems lose their functions. This paper proposed an immunological method of image processing for detecting the fog/haze in the image to support Intelligent Transportation Systems. This state-of-the-art method is based on the theory of biological defence system, which unites the reducing of fog/haze and edge detection. The experimental results show that our proposed haze immunized algorithm can remove effect of haze on image processing algorithm. Compared to conventional de-haze image processing algorithm, our proposed algorithm unitizes bio-inspired algorithm to achieve efficient hardware consumption. The results of FPGA implementation show less hardware usage than conventional method.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Artificial Haze Immune Algorithm for Image Processing


    Contributors:
    Guo, Yanhui (author) / Meng, Lin (author) / Tang, Xiaobing (author) / Shi, Yufeng (author) / Cao, Han (author) / Bai, Yu (author)


    Publication date :

    2016-10-01


    Size :

    622190 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    A fast aerial image de-haze algorithm

    Wang, Jingdong | Online Contents | 2013


    Haze removal using haze index algorithm on SPOT 6/7 imagery

    Sulyantara, D. Heri Y. / Ulfa, Kurnia / Setiyoko, Andie et al. | American Institute of Physics | 2023


    A Fast Haze Removing Algorithm of Single Image Using Edge Preserving Filtering

    Tang, Xiaoqing / Fan, Ci'en / Liu, Xin | British Library Online Contents | 2015


    Artificial Immune C-Means Clustering Algorithm

    Lei, Z. / Renhou, L. | British Library Online Contents | 2005


    Haze treatment device

    GAO YANSONG / GE LICHAO / HE YANG et al. | European Patent Office | 2020

    Free access