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May, 2020
具有局部计数图的自适应混合回归网络用于人群计数
Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting
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Xiyang Liu, Jie Yang, Tieqiang Wang, Wenrui Ding
TL;DR
本文研究了人群计数的问题,并提出了新的方法,通过引入局部计数映射(LCM)等新的训练目标,以及采用混合回归框架的三个模块(SAM, MRM和ASIM)来进一步提高人群估计的精度。
Abstract
The
crowd counting
task aims at estimating the number of people located in an image or a frame from videos. Existing methods widely adopt
density maps
as the training targets to optimize the point-to-point loss.
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