融合多分辨率表征的实时烟雾分割算法

王浩远,梁煜,张为

Real-time smoke segmentation algorithm fused with multi-resolution representation

Hao-yuan WANG,Yu LIANG,Wei ZHANG

表 1 主干网络参数设置

Tab.1 Backbone network parameter settings

阶段 模块数 分支数 各分支卷积单元数 各分支输出尺寸 1 1 1 $\left[ 2 \right]$ $ \left[ {224 \times 224 \times 64} \right] $ 2 1 2 $\left[ \begin{gathered} 2 \hfill \\ 3 \hfill \\ \end{gathered} \right]$ $\left[ \begin{gathered} 224 \times 224 \times 16 \\ 112 \times 112 \times 36 \\ \end{gathered} \right]$ 3 4 3 $\left[ \begin{gathered} 2 \hfill \\ 3 \hfill \\ 4 \hfill \\ \end{gathered} \right]$ $\left[ \begin{gathered} 224 \times 224 \times 16 \\ 112 \times 112 \times 36 \\ 56 \times 56 \times 72 \\ \end{gathered} \right]$ 4 3 4 $\left[ \begin{gathered} 2 \hfill \\ 3 \hfill \\ 4 \hfill \\ 4 \hfill \\ \end{gathered} \right]$ $\left[ \begin{gathered} 224 \times 224 \times 16 \\ 112 \times 112 \times 36 \\ 56 \times 56 \times 72 \\ 28 \times 28 \times 144 \\ \end{gathered} \right]$