Crowd Counting Based on Multiresolution Density Map and Parallel Dilated Convolution

<div>Structure configuration of MDM (L1, L2, and L3 represent three-branch networks with different resolutions); Conv1-1 denotes the convolution kernel of 1 × 1 × 1, bx denotes the low-resolution density map, and Up-x denotes upsampling with a step size of x.</div>

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Figure 4

Figure 4: Crowd Counting Based on Multiresolution Density Map and Parallel Dilated Convolution 