Towards Locally Consistent Object Counting with Constrained Multi-stage Convolutional Neural Networks

Muming Zhao, Jian Zhang, Chongyang Zhang +1

High-density object counting in surveillance scenes is challenging mainly due to the drastic variation of object scales. The prevalence of deep learning has largely boosted the obj…