Local imperceptible adversarial attacks against human pose estimation networks

Abstract Deep neural networks are vulnerable to attacks from adversarial inputs. Corresponding attack research on human pose estimation (HPE), particularly for body joint detection, has been largely unexplored. Transferring classification-based attack methods to body joint regression tasks is not st...

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Hlavní autoři:	Fuchang Liu, Shen Zhang, Hao Wang, Caiping Yan, Yongwei Miao
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	SpringerOpen 2023-11-01
Edice:	Visual Computing for Industry, Biomedicine, and Art
Témata:	Adversarial attack Human pose estimation White-box attack Imperceptibility Local perturbation
On-line přístup:	https://doi.org/10.1186/s42492-023-00148-1
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