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
Persönliche VDE-Mitglieder erhalten auf diesen Artikel 10% Rabatt
Autoren:
Cong, Xiaofei; Luan, Fangjun (School of Information and Control Engineering, Shenyang Jianzhu University, Hunnan District, Shenyang, Liaoning, China)
Inhalt:
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.