PSPNet

PSPNet

2019/10/14

前言：

PSPNet 主要在 ResNet 上使用 FPN 的金字塔，多尺度特徵圖，這個概念，另外加上輔助的損失函數，完成對細部物件的語意分割。

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# PSPNet

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# FPN

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# PSPNet

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# PSPNet

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# PSPNet

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# PSPNet

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References

# PSPNet

Zhao, Hengshuang, et al. "Pyramid scene parsing network." Proceedings of the IEEE conference on computer vision and pattern recognition. 2017.

http://openaccess.thecvf.com/content_cvpr_2017/papers/Zhao_Pyramid_Scene_Parsing_CVPR_2017_paper.pdf

# FPN

Lin, Tsung-Yi, et al. "Feature pyramid networks for object detection." CVPR. Vol. 1. No. 2. 2017.

http://openaccess.thecvf.com/content_cvpr_2017/papers/Lin_Feature_Pyramid_Networks_CVPR_2017_paper.pdf 
 
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Review  PSPNet — Winner in ILSVRC 2016 (Semantic Segmentation _ Scene Parsing)
https://towardsdatascience.com/review-pspnet-winner-in-ilsvrc-2016-semantic-segmentation-scene-parsing-e089e5df177d

Pyramid Scene Parsing Network - 知乎
https://zhuanlan.zhihu.com/p/36670958

PSPNet ——语义分割及场景分析 - 云+社区 - 腾讯云
https://cloud.tencent.com/developer/article/1491359