Effect of face obfuscation methods on pose-based action recognition

Muhammad Ahmed Raza; Chris Lochhead; Robert B. Fisher

doi:10.5281/zenodo.13151301

Effect of face obfuscation methods on pose-based action recognition

Muhammad Ahmed Raza, Chris Lochhead, Robert B. Fisher

Research output: Contribution to conference › Abstract › peer-review

Abstract

Previous research has shown that pose estimation deteriorates with common face obfuscation methods. This paper demonstrates that modern obfuscation methods do not necessarily affect the performance of the downstream task of pose-based action recognition.

Original language	English
Pages	1-4
Number of pages	4
DOIs	https://doi.org/10.5281/zenodo.13151301
Publication status	Published - 4 Sept 2024
Event	International Conference on AI in Healthcare - Swansea University, Swansea, United Kingdom Duration: 4 Sept 2024 → 6 Sept 2024 https://aiih.cc/aiih-2024/

Conference

Conference	International Conference on AI in Healthcare
Abbreviated title	AIiH 2024
Country/Territory	United Kingdom
City	Swansea
Period	4/09/24 → 6/09/24
Internet address	https://aiih.cc/aiih-2024/

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10.5281/zenodo.13151301Licence: Creative Commons: Attribution (CC-BY)

RazaEtalAIiH2024EffectOfFaceObfuscationAccepted author manuscript, 383 KBLicence: All Rights Reserved

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title = "Effect of face obfuscation methods on pose-based action recognition",

abstract = "Previous research has shown that pose estimation deteriorates with common face obfuscation methods. This paper demonstrates that modern obfuscation methods do not necessarily affect the performance of the downstream task of pose-based action recognition.",

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AU - Lochhead, Chris

AU - Fisher, Robert B.

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N2 - Previous research has shown that pose estimation deteriorates with common face obfuscation methods. This paper demonstrates that modern obfuscation methods do not necessarily affect the performance of the downstream task of pose-based action recognition.

AB - Previous research has shown that pose estimation deteriorates with common face obfuscation methods. This paper demonstrates that modern obfuscation methods do not necessarily affect the performance of the downstream task of pose-based action recognition.

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M3 - Abstract

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T2 - International Conference on AI in Healthcare

Y2 - 4 September 2024 through 6 September 2024

ER -

Effect of face obfuscation methods on pose-based action recognition

Abstract

Conference

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