DeepLab系列中包含了三篇论文:DeepLab-v1、DeepLab-v2、DeepLab-v3。
DeepLab-v1:Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs
DeepLab-v2:Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
DeepLab-v3:Rethinking Atrous Convolution for Semantic Image Segmentation
在这里我们将这三篇放在一起阅读。
后来甚至还出现了后续:
DeepLab-v3+:Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
不过暂时没有写进来的打算。