A Domain-invariant Network for Crowd Counting

Konferenz: ISCTT 2021 - 6th International Conference on Information Science, Computer Technology and Transportation
26.11.2021 - 28.11.2021 in Xishuangbanna, China

Tagungsband: ISCTT 2021

Seiten: 5Sprache: EnglischTyp: PDF

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Cong, Xiaofei; Luan, Fangjun (School of Information and Control Engineering, Shenyang Jianzhu University, Hunnan District, Shenyang, Liaoning, China)

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.