基于CNN的吉林一号卫星城市土地覆被制图潜力评估

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Evaluating the Potential of JL1 Remote Sensing Data in Urban Land Cover Classification Using Convolutional Neural Networks

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表2 不同分类方法总体精度和Kappa系数对比

Table 2 Comparison of overall accuracy and Kappa between different classification methods

模型 S1实验区 S2实验区 OA/% Kappa系数 OA/% Kappa系数 MLC 73.05 0.70 78.48 0.76 MLP 74.19 0.71 79.42 0.77 SVM 72.99 0.69 78.65 0.76 CNN 86.57 0.85 91.47 0.90