问题: 类间差异小,类内差异大
提出:双分支自适应注意网络
在视觉皮层双流理论的启发下, 基于non-local和channel关系 ,构建了一个双分支FNC网络来捕获多种有用信息
(消除背景的影响)
Further Non-local and Channel attention (FNC) is constructed to simulate two-stream theory of visual cortex
提出了一种有效的 注意力融合方法 ,充分模拟了空间注意力和信道注意力的影响。
Proposed method
Then, we change the last spatial down-sampling operation stride from 2 to 1 to provide a large spatial view for the spatial attention module, thereby capturing highly detailed spatial correlations. ????