• Laser & Optoelectronics Progress
  • Vol. 58, Issue 4, 0428003 (2021)
Changdong Ji and Zhonglin Kang*
Author Affiliations
  • Collage of Mapping and Geographical Science, Liaoning Technical University, Fuxin, Liaoning 123000, China
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    DOI: 10.3788/LOP202158.0428003 Cite this Article Set citation alerts
    Changdong Ji, Zhonglin Kang. Extraction Method of Urban Area From GF-6 Satellite[J]. Laser & Optoelectronics Progress, 2021, 58(4): 0428003 Copy Citation Text show less
    Color photos of test data. (a) Baoji city; (b) Rizhao city; (c) Baoding city
    Fig. 1. Color photos of test data. (a) Baoji city; (b) Rizhao city; (c) Baoding city
    Spectral curves of different ground features
    Fig. 2. Spectral curves of different ground features
    Results of extraction of built-up areas by different index methods. (a) VrNIR-BI method; (b) VgNIR-BI method; (c) NBAEI method
    Fig. 3. Results of extraction of built-up areas by different index methods. (a) VrNIR-BI method; (b) VgNIR-BI method; (c) NBAEI method
    SensorCity typeTest cityCity locationAcquisition timeImage size/(pixel×pixel)
    GF-6Valley cityBaoji36.56̊N, 101.74̊E2018-10-022000×2000
    Coastal cityRizhao35.42̊N, 119.46̊E2018-06-231800×1800
    Plain cityBaoding20.02̊N, 110.35̊E2018-09-062000×2000
    Table 1. Overview of test area
    CityPT/%PF/%PL/%
    Baoji78.0070.8830.30
    Rizhao85.0035.7121.74
    Baoding92.0014.1716.79
    Average85.0040.2522.94
    Table 2. Extraction accuracy of VrNIR-BI method
    CityPT/%PF/%PL/%
    Baoji95.6017.6441.67
    Rizhao88.0024.5931.34
    Baoding91.0013.4312.58
    Average91.5318.5528.53
    Table 3. Extraction accuracy of VgNIR-BI method
    CityPT/%PF/%PL/%
    Baoji95.008.809.00
    Rizhao96.6316.3319.03
    Baoding93.6721.8321.57
    Average95.1015.6518.53
    Table 4. Extraction accuracy of NBAEI method
    CityAverage extraction accuracy/%
    VrNIR-BIVgNIR-BINBAEI
    Valley92.0088.8094.52
    Coastal86.6392.3396.30
    Plain93.6786.8394.22
    Table 5. Average extraction accuracy of three methods
    Changdong Ji, Zhonglin Kang. Extraction Method of Urban Area From GF-6 Satellite[J]. Laser & Optoelectronics Progress, 2021, 58(4): 0428003
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