《Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks》密集人群检测论文笔记

2023-12-15 17:03:57

本文贡献

提出了一个多路径的编解码网络
提出了SAL和SCL loss函数

网络结构

《Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks》密集人群检测论文笔记

编码网络

《Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks》密集人群检测论文笔记

解码网络

《Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks》密集人群检测论文笔记

上采样网络

《Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks》密集人群检测论文笔记

损失函数

《Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks》密集人群检测论文笔记《Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks》密集人群检测论文笔记《Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks》密集人群检测论文笔记

实验结果

《Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks》密集人群检测论文笔记

Ablady study
《Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks》密集人群检测论文笔记

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