Crowd Counting Based on Multiresolution Density Map and Parallel Dilated Convolution

Figure 3

Overall framework of MDPDNet (PDM is the parallel dilated convolution module, MDM is the multiresolution density map module, HD is the final high-resolution density map, and Up-2 represents the upsampling with a step size of 2).