Label Noise Robust Crowd Counting with Loss Filtering Factor

Author:

Xu Zhengmeng1,Lin Hai2,Chen Yufeng3,Li Yanli4

Affiliation:

1. Postdoctoral Research Center, Industrial and Commercial Bank of China, Beijing, China

2. School of Big Data Science, Hebei Finance University, Baoding, China

3. Department of Information Technology, Uppsala University, Uppsala, Sweden

4. School of Electrical and Information Engineering, The University of Sydney, Sydney, Australia

Publisher

Informa UK Limited

Reference62 articles.

1. CNN-Based Crowd Counting Through IoT: Application For Saudi Public Places

2. Boominathan, L., S. S. Kruthiventi, and R. Venkatesh Babu. 2016. “Crowdnet: A deep convolutional network for dense crowd counting.” In Proceedings of the 24th ACM international conference on Multimedia, Amsterdam, The Netherlands, 640–44.

3. Cao, X., Z. Wang, Y. Zhao, and F. Su. 2018. “Scale aggregation network for accurate and efficient crowd counting.” In Proceedings of the European conference on computer vision (ECCV), Munich, Germany, 734–50.

4. Chan, A. B., Z.-S. John Liang, and N. Vasconcelos. 2008. “Privacy preserving crowd monitoring: Counting people without people models or tracking.” In 2008 IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK, USA, 1–7.

5. Cheng, Z.-Q., J.-X. Li, Q. Dai, X. Wu, and A. G. Hauptmann. 2019. “Learning spatial awareness to improve crowd counting.” In Proceedings of the IEEE/CVF international conference on computer vision, Seoul, Korea, 6152–61.

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