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Feature map

XS Xin Sun
HQ Huinan Qian
YX Yiliang Xiong
YZ Yingli Zhu
ZH Zhaohan Huang
FY Feng Yang
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It is a general form of data representation in DNN. It has the form of F∈RC×H×W, wherein C, H and W are the size of the feature map and they denote channel, height and width respectively. For example, an input RGB image has the data size of 3×H×W, wherein the channel C is 3. For clarity, we denote the feature map in the tth layer as Ft∈RCt×Ht×Wt, and we will adopt this notation throughout the paper.

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