基于线性逻辑矢量模式的遥感图像目标检测

陈雪云,黄金汉,胡子灿,岑升才

Remote sensing image target detection based on linearly logic vector pattern

Xue-yun CHEN,Jin-han HUANG,Zi-can HU,Sheng-cai CEN

表 6 经BP神经网络训练的各类纹理特征及YOLOv3、Faster R-CNN的测试结果

Tab.6 Test results of various texture features trained by BP neural network and test results of YOLOv3, Faster R-CNN

算法 m ttr/h 遥感车辆 遥感树木 A/% F1 A/% F1 LBP ULBP LLP LVP YOLOv3 Faster R-CNN LLVP(本文方法) 5376 1239 2478 4368 − − 2688 0.39 0.12 0.2 0.36 18 22 0.23 88.54 89.98 91.17 93.11 96.18 96.83 95.81 0.891 0.901 0.923 0.937 − − 0.967 87.87 88.91 90.84 91.78 95.77 96.12 94.79 0.881 0.887 0.914 0.927 − − 0.955