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作者您好,可以对AdaptiveDilatedConv模块加在那些地方提一些建议吗? #10

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llyyccccc opened this issue Sep 9, 2024 · 1 comment

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@llyyccccc
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@Linwei-Chen
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Linwei-Chen commented Sep 9, 2024

非常好的问题,我先简单回答一下。
FADC有两个特性,一个是频率敏自适应性,同时这个特性也带来了尺度自适应性(大尺度的目标频率变化慢,即低频多,小尺度的目标频率变化快,即高频多)。
那么两个简单的场景是,用于下采样,来缓解采样率不足导致的混叠问题。
用于检测尺度变化大的目标(例如遥感检测,小目标检测),以及合并不同尺寸特征图(感受野,尺度特性不一样的特征)。

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