A Domain-invariant Network for Crowd Counting
Conference: ISCTT 2021 - 6th International Conference on Information Science, Computer Technology and Transportation
11/26/2021 - 11/28/2021 at Xishuangbanna, China
Proceedings: ISCTT 2021
Pages: 5Language: englishTyp: PDF
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Authors:
Cong, Xiaofei; Luan, Fangjun (School of Information and Control Engineering, Shenyang Jianzhu University, Hunnan District, Shenyang, Liaoning, China)
Abstract:
This paper discussed the problem of degradation in the performance of existing crowd counting networks due to domain transformation. In response, we designed a domain-invariant network for crowd counting to improve its performance, and then tested its effectiveness by experiments. The results proved that the improved network outperformed the original one in several aspects.