基于编码对齐生成对抗网络的异源遥感影像地表覆被变化检测方法

张成才,刘威,杨峰,彭凯,周雪丽

Change Detection Method for Surface Cover of Heterogeneous Remote Sensing Image based on Code-Aligned Generative Adversarial Network

Chengcai ZHANG,Wei LIU,Feng YANG,Kai PENG,Xueli ZHOU

表5 数据集4变化检测精度指标

Table 5 Accuracy index comparisons on dataset 4

方法 AUC OA KC CAGAN 0.79 0.88 0.42 CycleGAN 0.77 0.85 0.37 CGAN 0.64 0.82 0.10 SCCN 0.75 0.82 0.38 DNN --- 0.81 0.30 Touati等（2017） --- 0.85 ---