Label Noise Robust Crowd Counting with Loss Filtering Factor

Crowd counting, a crucial computer vision task, aims at estimating the number of individuals in various environments. Each person in crowd counting datasets is typically annotated by a point at the center of the head. However, challenges like dense crowds, diverse scenarios, significant obscuration,...

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Veröffentlicht in:	Applied artificial intelligence 2024-12, Vol.38 (1)
Hauptverfasser:	Xu, Zhengmeng, Lin, Hai, Chen, Yufeng, Li, Yanli
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Computer vision Datasets Errors Filtration Labels Neural networks Performance enhancement Robustness
Online-Zugang:	Volltext
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