• Laser & Optoelectronics Progress
  • Vol. 55, Issue 4, 041006 (2018)
Yue Ge1、2 and Xing Zhong1、2、3、*
Author Affiliations
  • 1 Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun, Jilin 130033, China
  • 2 Chang Guang Satellite Technology Co., Ltd., Changchun, Jilin 130102, China
  • 2 University of Chinese Academy of Sciences, Beijing 100049, China
  • 3 Key Laboratory of Satellite Remote Sensing Application Technology of Jilin Province, Changchun, Jilin 130102, China
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    DOI: 10.3788/LOP55.041006 Cite this Article Set citation alerts
    Yue Ge, Xing Zhong. Building Shadow Detection of Remote Sensing Images Based on Shadow Probability Constraint[J]. Laser & Optoelectronics Progress, 2018, 55(4): 041006 Copy Citation Text show less
    PC1 contrast diagrams of shadow area. (a) Light color surface feature area near Tianjin tower; (b) deep color surface feature area in north Changchun; (c) PC1 of area marked by red line in Fig.1(a); (d) PC1 of area marked by red line in Fig.1(b)
    Fig. 1. PC1 contrast diagrams of shadow area. (a) Light color surface feature area near Tianjin tower; (b) deep color surface feature area in north Changchun; (c) PC1 of area marked by red line in Fig.1(a); (d) PC1 of area marked by red line in Fig.1(b)
    Normalized PC1 curve of surface features
    Fig. 2. Normalized PC1 curve of surface features
    Projection area model of high construction[21]
    Fig. 3. Projection area model of high construction[21]
    Results of shadow detection in water based on shadow probability. (a) Shadow of water; (b) shadow detection result; (c) morphological threshold result
    Fig. 4. Results of shadow detection in water based on shadow probability. (a) Shadow of water; (b) shadow detection result; (c) morphological threshold result
    Results of shadow detection around Tianjin tower. (a) Original draft; (b) result of double threshold detection method; (c) result of SI method; (d) result of the proposed method
    Fig. 5. Results of shadow detection around Tianjin tower. (a) Original draft; (b) result of double threshold detection method; (c) result of SI method; (d) result of the proposed method
    Results of shadow detection in north Changchun.(a) Original draft; (b) result of double threshold detection method; (c) result of SI method; (d) result of the proposed method
    Fig. 6. Results of shadow detection in north Changchun.(a) Original draft; (b) result of double threshold detection method; (c) result of SI method; (d) result of the proposed method
    AlgorithmFCER /%FOER /%OAKappa
    Ref. [4]21.7523.330.770.54
    Ref. [6]19.3712.980.850.76
    Proposed4.725.460.950.91
    Table 1. Evaluation results of three detection methods around Tianjin tower
    AlgorithmFCER /%FOER /%OAKappa
    Ref. [4]7.238.960.860.88
    Ref. [6]10.686.430.900.86
    Proposed3.942.240.970.93
    Table 2. Evaluation results of three detection methods in north Changchun
    Yue Ge, Xing Zhong. Building Shadow Detection of Remote Sensing Images Based on Shadow Probability Constraint[J]. Laser & Optoelectronics Progress, 2018, 55(4): 041006
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