Traditional traffic information acquisition methods had many limitations, so the acquisition of road traffic information from high-resolution satellite images had become a research hotspot in intelligent traffic system. In this paper, the object oriented classification method is used to establish the vehicle detection and processing process of high resolution satellite image. First, the high resolution satellite image was processed by median filtering and denoising, and the enhancement of vehicle information in remote sensing images was realized by using the stretch of gray histogram. Secondly, the image was segmented to the optimal scale, and the optimal segmentation scale was determined by the method of the maximum average area of the vehicle. Then according to different color characteristics of vehicles with dark establish a separate classification rule set, based on the object-oriented classification of vehicle classification, by extracting feature threshold classification more bright color vehicles, using relationship between classes of vehicles using fuzzy classification method to extract the dark color vehicles, finally formed a high-resolution satellite remote sensing overall framework of vehicle detection.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Research on Vehicle Identification Based on High Resolution Satellite Remote Sensing Image


    Contributors:
    Guo, Dudu (author) / Zhu, Shunying (author) / Wei, Ji'Ao (author)


    Publication date :

    2019-01-01


    Size :

    340640 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Smear effect on high-resolution remote sensing satellite image quality

    Wahballah, Walid A. / Bazan, Taher M. / Ibrahim, Mohamed | IEEE | 2018


    Applications of High-Resolution Remote Sensing Image Data

    Shahrokhi, F. / Tarabzouni, N. / Jasentuliyana, N. | AIAA | 1990


    Applications of high-resolution remote sensing image data

    Strome, W. M. / Leckie, D. / Miller, J. et al. | NTRS | 1990


    Abnormal ship detection method based on high-resolution satellite remote sensing and AIS

    DENG MEIHUAN / ZHU JISHUAI / WU ZUYONG et al. | European Patent Office | 2023

    Free access