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Sep, 2021
RSDet++: 基于点的调制损失,实现更精准的旋转物体检测
RSDet++: Point-based Modulated Loss for More Accurate Rotated Object Detection
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Wen Qian, Xue Yang, Silong Peng, Junchi Yan, Xiujuan Zhang
TL;DR
该论文提出了一种用于解决旋转物体检测中表现退化问题的新型调制旋转损失函数,并通过RSDet和RSDet++进行了实验验证,实现了在挑战性基准DOTA1.0、DOTA1.5和DOTA2.0上的竞争结果。
Abstract
We classify the discontinuity of loss in both five-param and
eight-param rotated object detection
methods as
rotation sensitivity error
(RSE) which will result in performance degeneration. We introduce a novel
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