结合深度可分离卷积的多源遥感融合影像目标检测

陈江浩,杨军

Object detection for multi-source remote sensing fused images based on depthwise separable convolution

Jianghao CHEN,Jun YANG

表 7 VEDAI数据集上消融实验的不同类别目标检测精度对比

Tab.7 Comparison of object detection accuracy for different objects of ablation study on VEDAI dataset

模块 AP50/% mAP/% cars pickup camping truck tractor boat van 其他 Baseline（模型1） 97.05 96.21 89.64 92.66 94.50 64.53 28.33 83.40 80.80 Baseline+DBSConv（模型2） 96.03 95.17 92.33 96.04 94.06 45.41 40.34 83.33 81.53 Baseline+GLAFF（模型3） 96.91 95.93 89.13 96.62 91.97 53.01 28.89 88.21 81.04 Baseline+DBSConv+GLAFF(本研究模型) 97.31 96.82 93.21 87.03 98.17 59.43 32.04 88.25 82.80