基于深度特征的多方向目标检测研究

于淼, 荆虹波, 王翔, 李兴久

Multi-directional target detection based on depth features

YU Miao, JING Hongbo, WANG Xiang, LI Xingjiu

表2 定量实验结果

Tab.2 Results of quantitative experiments(%)

类别 FR-O R2CNN R-trans GV MFCARPN 飞机 79.42 80.94 88.64 89.64 90.57 棒球场 44.13 65.67 78.52 85.00 82.95 桥梁 17.70 35.34 43.44 52.26 52.20 田径场 64.05 67.44 75.92 77.34 68.04 小型车辆 35.30 59.92 68.81 73.01 61.91 大型车辆 38.02 50.91 73.60 73.14 78.98 游泳池 37.16 55.81 83.59 86.82 80.07 网球场 89.41 90.67 90.74 90.74 90.84 篮球场 69.64 66.92 77.27 79.02 88.70 储罐 59.28 72.39 81.46 86.81 87.91 足球场 50.30 55.06 58.39 59.55 59.86 环岛 52.91 52.23 53.54 70.91 71.83 海港 47.89 55.14 62.83 72.94 74.07 舰船 47.40 53.35 58.93 70.86 66.87 直升机 46.30 48.22 47.67 57.32 77.97 mAP 54.13 60.67 69.56 75.02 75.52