基于多维卷积神经网络的多源高分辨率卫星影像茶园分类

廖廓, 聂磊, 杨泽宇, 张红艳, 王艳杰, 彭继达, 党皓飞, 冷伟

Classification of tea garden based on multi-source high-resolution satellite images using multi-dimensional convolutional neural network

LIAO Kuo, NIE Lei, YANG Zeyu, ZHANG Hongyan, WANG Yanjie, PENG Jida, DANG Haofei, LENG Wei

表2 不同茶园提取方法精度结果

Tab.2 Accuracy results of different tea garden classification methods

模型 MM-CNN U-Net 1D-CNN F1值 0.96 0.84 0.87 OA/% 94.10 79.87 82.90 Kappa 0.86 0.59 0.63 IoU 0.92 0.72 0.77