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Congestion-Aware Bayesian Loss for Crowd Counting

Deep learning-based crowd density estimation can greatly improve the accuracy of crowd counting. Though a Bayesian loss method resolves the two problems of the need of a hand-crafted ground truth (GT) density and noisy annotations, counting accurately in high-congested scenes remains a challenging i...

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Bibliografiske detaljer
Principais autores: Jiyeoup Jeong, Jongwon Choi, Dae Ung Jo, Jin Young Choi
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2022-01-01
Serier:IEEE Access
Fag:
Online adgang:https://ieeexplore.ieee.org/document/9684422/
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