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CNN-based Density Estimation and Crowd Counting: A Survey [article]

Guangshuai Gao, Junyu Gao, Qingjie Liu, Qi Wang, Yunhong Wang
2020 arXiv   pre-print
Accurately estimating the number of objects in a single image is a challenging yet meaningful task and has been applied in many applications such as urban planning and public safety.  ...  In these works, they are must be helpful for the development of crowd counting. However, the question we should consider is why they are effective for this task.  ...  ACKNOWLEDGMENT The authors would like to thank reviewers for their valuable suggestions and comments.  ... 
arXiv:2003.12783v1 fatcat:uqsoismxkzft7audwvdpr3dt7q