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2024年11月2日 · Histogram Transformer Block（HTB）是一个专门为解决恶劣天气图像退化问题设计的模块，其核心思想是利用动态范围直方图自注意力机制来对图像中的退化区域进行有效处理。动态范围直方图自注意力（DHSA）和双尺度门控前馈网络（DGFF），它们共同用于从受天气 …

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因此本文设计了一种 分布图注意力机制，利用雨雪等模式的像素值空间分散而值相近的特点，将特征像素点以其值进行空间排序后，将排序后的特征像素切分到箱（类似于直方图中的箱）中， …