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Descriptions of (a) stride and (b) atrous. Stride is the amount by which the convolution kernel shifts, and atrous is the distance of kernel elements (weights). (c) Structure of atrous pyramid pooling. Pyramid pooling can form the feature map which contains both local and global context information by applying different sub-region representations followed by up sampling and concatenation layers.
