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System and method for semantic segmentation using hybrid dilated convolution (HDC)
System and method for semantic segmentation using hybrid dilated convolution (HDC)
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机译:使用混合扩张卷积(HDC)进行语义分割的系统和方法
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摘要
A system and method for semantic segmentation using hybrid dilated convolution (HDC) are disclosed. A particular embodiment includes: receiving an input image; producing a feature map from the input image; performing a convolution operation on the feature map and producing multiple convolution layers; grouping the multiple convolution layers into a plurality of groups; applying different dilation rates for different convolution layers in a single group of the plurality of groups; and applying a same dilation rate setting across all groups of the plurality of groups.
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