Author:
Huang Liangjun,Kang Wencan,Chen Guangkai,Zhang Qing,Zhang Jianwei
Funder
Natural Science Foundation of Shanghai Municipality
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Reference71 articles.
1. Gao, G., Gao, J., Liu, Q., Wang, Q., Wang, Y.: CNN-based density estimation and crowd counting: a survey. arXiv preprint arXiv:2003.12783 (2020)
2. Fan, Z., Zhang, H., Zhang, Z., Lu, G., Zhang, Y., Wang, Y.: A survey of crowd counting and density estimation based on convolutional neural network. Neurocomputing 472, 224–251 (2022)
3. Kang, D., Ma, Z., Chan, A.B.: Beyond counting: comparisons of density maps for crowd analysis tasks-counting, detection, and tracking. IEEE Trans. Circuits Syst. Video Technol. 29(5), 1408–1422 (2019)
4. Zhang, Y., Zhou, D., Chen, S., Gao, S., Ma, Y.: Single-image crowd counting via multi-column convolutional neural network. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 589–597 (2016)
5. Hashemzadeh, M., Farajzadeh, N.: Combining keypoint-based and segment-based features for counting people in crowded scenes. Inf. Sci. 345, 199–216 (2016)