In this paper, we introduced our work in gigapixel crowd counting, the main challenges of this task are about three aspects. First, there is no model or device permitting us to train a network using gigapixel image or do detecting straightly on them. So we segment these images into small ...
1. Introduction Growing number of network models have been devel- oped [1, 2, 3, 4, 5] to deliver promising solutions for crowd flows monitoring, assembly controlling, and other security services. Current methods for congested scenes analysis are developed from simple crowd counting (which ...
Crowd-Counting:DS 5500第1阶段 人群计数-DS 5500第1阶段参考 Zhang,Y.,Zhou,D.,Chen,S.,Gao,S.,and Ma,Y.通过多列卷积神经网络进行单图像人群计数。 在CVPR中,2016年。 Li,Y.,Zhang,X.,and Chen,D. CSRNet:扩展的卷积神经网络,用于了解高度拥挤的场景。 在arXiv:1802.10062 [cs.CV]中,2018。