Driving Road Safety Forward: Video Data Privacy Task at MediaEval 2021

Alex Liu; Andrew Boka; Asal Baragchizadeh; Chandini Muthukumar; Victoria Huang; Arjun Sarup; Regina Ferrell; Gerald Friedland; Thomas P. Karnowski; Meredith M. Lee; Alice J. O’Toole

Driving Road Safety Forward: Video Data Privacy Task at MediaEval 2021

Alex Liu, Andrew Boka, Asal Baragchizadeh, Chandini Muthukumar, Victoria Huang, Arjun Sarup, Regina Ferrell, Gerald Friedland, Thomas P. Karnowski, Meredith M. Lee, Alice J. O’Toole

Cyber Resilience and Intelligence Divisi

Research output: Contribution to journal › Conference article › peer-review

Abstract

This paper gives an overview of the Driving Road Safety Forward: Video Data Privacy Task organized as part of the Benchmarking Initiative for Multimedia Evaluation (MediaEval) 2021. The goal of this video data task is to explore methods for obscuring driver identity in driver-facing video recordings while preserving human behavioral information.

Original language	English
Journal	CEUR Workshop Proceedings
Volume	3181
State	Published - 2021
Event	MediaEval 2021 Workshop, MediaEval 2021 - Virtual, Online Duration: Dec 13 2021 → Dec 15 2021

Funding

Special thanks to our collaborators and advisors, including David Kuehn, Charles Fay, Daniel Morgan, Natalie Evans Harris, Lauren Smith, René Bastón, Mae Tanner, David E. Culler, the U.S. Department of Transportation (USDOT), and the National Science Foundation (NSF) Big Data Hubs network. This effort is made possible through community volunteers, NSF Grants 1916573, 1916481, and 1915774, and an inter-agency agreement between NSF and USDOT.

Funders	Funder number
National Science Foundation	1916481, 1916573, 1915774
U.S. Department of Transportation

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Cite this

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title = "Driving Road Safety Forward: Video Data Privacy Task at MediaEval 2021",

abstract = "This paper gives an overview of the Driving Road Safety Forward: Video Data Privacy Task organized as part of the Benchmarking Initiative for Multimedia Evaluation (MediaEval) 2021. The goal of this video data task is to explore methods for obscuring driver identity in driver-facing video recordings while preserving human behavioral information.",

author = "Alex Liu and Andrew Boka and Asal Baragchizadeh and Chandini Muthukumar and Victoria Huang and Arjun Sarup and Regina Ferrell and Gerald Friedland and Karnowski, {Thomas P.} and Lee, {Meredith M.} and O{\textquoteright}Toole, {Alice J.}",

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journal = "CEUR Workshop Proceedings",

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T1 - Driving Road Safety Forward

T2 - MediaEval 2021 Workshop, MediaEval 2021

AU - Liu, Alex

AU - Boka, Andrew

AU - Baragchizadeh, Asal

AU - Muthukumar, Chandini

AU - Huang, Victoria

AU - Sarup, Arjun

AU - Ferrell, Regina

AU - Friedland, Gerald

AU - Karnowski, Thomas P.

AU - Lee, Meredith M.

AU - O’Toole, Alice J.

PY - 2021

Y1 - 2021

N2 - This paper gives an overview of the Driving Road Safety Forward: Video Data Privacy Task organized as part of the Benchmarking Initiative for Multimedia Evaluation (MediaEval) 2021. The goal of this video data task is to explore methods for obscuring driver identity in driver-facing video recordings while preserving human behavioral information.

AB - This paper gives an overview of the Driving Road Safety Forward: Video Data Privacy Task organized as part of the Benchmarking Initiative for Multimedia Evaluation (MediaEval) 2021. The goal of this video data task is to explore methods for obscuring driver identity in driver-facing video recordings while preserving human behavioral information.

UR - http://www.scopus.com/inward/record.url?scp=85137032000&partnerID=8YFLogxK

M3 - Conference article

AN - SCOPUS:85137032000

SN - 1613-0073

VL - 3181

JO - CEUR Workshop Proceedings

JF - CEUR Workshop Proceedings

Y2 - 13 December 2021 through 15 December 2021

ER -

Driving Road Safety Forward: Video Data Privacy Task at MediaEval 2021

Abstract

Funding

UN SDGs

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