基于角度敏感的空间注意力机制的轻量型旋转目标检测器
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尹开石, 杨萌, 顾曦, 王志成
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Light weight rotating object detector based on angle sensitive spatial attention mechanism
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Kaishi YIN, Meng YANG, Xi GU, Zhicheng WANG
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表1 不同表示方法的旋转框实验结果
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| 类别 | 方法1 | 方法2 | 方法3 | 方法4 | | 飞机 | 93.0% | 92.2% | 71.8% | 57.1% | | 轮船 | 80.6% | 80.1% | 14.5% | 51.9% | | 储罐 | 89.3% | 89.7% | 83.9% | 60.4% | | 棒球场 | 67.7% | 54.3% | 57.4% | 37.7% | | 网球场 | 94.6% | 94.8% | 55.7% | 51.8% | | 篮球场 | 62.3% | 50.7% | 46.6% | 40.6% | | 地面跑道 | 53.7% | 44.4% | 42.3% | 41.5% | | 港口 | 55.5% | 46.5% | 19.3% | 34.5% | | 桥梁 | 29.7% | 24.2% | 9.0% | 23.5% | | 大型车辆 | 78.7% | 76.5% | 9.3% | 43.4% | | 小型车辆 | 53.4% | 57.1% | 17.0% | 38.8% | | 直升机 | 13.8% | 25.7% | 41.5% | 29.6% | | 环形交叉路口 | 69.6% | 65.3% | 64.3% | 47.2% | | 足球场 | 62.6% | 39.4% | 47.9% | 38.8% | | 游泳池 | 52.2% | 49.2% | 28.1% | 35.1% | | mAP | 63.7% | 59.3% | 40.5% | 42.1% |
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