设施农业典型地物改进Faster R-CNN识别方法

王兴,康俊锋,刘学军,王美珍,张超

Improving the Faster R-CNN Method for Recognizing Typical Objects of Modern Agriculture based on Remote Sensing Imagery

WANG Xing,KANG Junfeng,LIU Xuejun,WANG Meizhen,ZHANG Chao

表3 各设施农业典型地物识别算法精度实验对比

Tab. 3 Accuracy comparison of each TOMA recognizing algorithm (%)

SIFT+SVM AlexNet Faster R-CNN(VGG16) DRTOMA Recall 60.27 75.42 88.27 90.63 A_accuracy 54.15 80.43 91.34 91.87