skip to main content
10.1145/2661829.2661841acmconferencesArticle/Chapter ViewAbstractPublication PagescikmConference Proceedingsconference-collections
demonstration

Negative FaceBlurring: A Privacy-by-Design Approach to Visual Lifelogging with Google Glass

Published: 03 November 2014 Publication History

Abstract

Wearable devices such as Google Glass are receiving increasing attention and look set to become part of our technical landscape over the next few years. At the same time, lifelogging is a topic that is growing in popularity with a host of new devices on the market that visually capture life experience in an automated manner. In this paper, we describe a visual lifelogging solution for Google Glass that is designed to capture life experience in rich visual detail, yet maintain the privacy of unknown bystanders.
We present the approach called negative face blurring and evaluate it on a collection of lifelogging data of around nine thousand pictures from Google Glass.

References

[1]
T. Ahonen, A. Hadid, and M. Pietikäinen. Face recognition with local binary patterns. In Computer vision-eccv 2004, pages 469--481. Springer, 2004.
[2]
P. N. Belhumeur, J. P. Hespanha, and D. Kriegman. Eigenfaces vs. fisherfaces: Recognition using class specific linear projection. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 19(7):711--720, 1997.
[3]
A. Cavoukian. Privacy by design. Report of the Information & Privacy Commissioner Ontario, Canada, 2012.
[4]
J. Gemmell, G. Bell, and R. Lueder. Mylifebits: A personal database for everything. Commun. ACM, 49(1):88--95, Jan. 2006.
[5]
C. Gurrin, A. F. Smeaton, D. Byrne, N. O'Hare, G. J. Jones, and N. O'Connor. An examination of a large visual lifelog. In Information Retrieval Technology, pages 537--542. Springer, 2008.
[6]
C. Gurrin, A. F. Smeaton, and A. R. Doherty. Lifelogging: personal big data. Foundations and Trends in Information Retrieval, 8(1):1--125, 2014.
[7]
M. Langheinrich. Privacy by design-principles of privacy-aware ubiquitous systems. In Ubicomp 2001: Ubiquitous Computing, pages 273--291. Springer, 2001.
[8]
H. Lee, A. Smeaton, N. O'Connor, G. Jones, M. Blighe, D. Byrne, A. Doherty, and C. Gurrin. Constructing a sensecam visual diary as a media process. Multimedia Systems, 14(6):341--349, 2008.
[9]
K. O'Hara, M. Tuffield, and N. Shadbolt. Lifelogging: Privacy and empowerment with memories for life. Identity in the Information Society, 1(1):155--172, 2008.
[10]
M. A. Turk and A. P. Pentland. Face recognition using eigenfaces. In Computer Vision and Pattern Recognition, 1991. Proceedings CVPR'91, IEEE Computer Society Conference on, pages 586--591. IEEE, 1991.
[11]
P. Viola and M. Jones. Rapid object detection using a boosted cascade of simple features. In Computer Vision and Pattern Recognition, 2001. CVPR 2001. Proceedings of the 2001 IEEE Computer Society Conference on, volume 1, pages I--511. IEEE, 2001.

Cited By

View all
  • (2021)Recent Advances in Wearable Sensing TechnologiesSensors10.3390/s2120682821:20(6828)Online publication date: 14-Oct-2021
  • (2021)Subcutaneous body area networks: A SWOT analysis2015 IEEE International Symposium on Technology and Society (ISTAS)10.1109/ISTAS.2015.7439414(1-8)Online publication date: 10-Mar-2021
  • (2020)A User Study of a Wearable System to Enhance Bystanders’ Facial PrivacyIoT10.3390/iot10200131:2(198-217)Online publication date: 10-Oct-2020
  • Show More Cited By

Index Terms

  1. Negative FaceBlurring: A Privacy-by-Design Approach to Visual Lifelogging with Google Glass

      Recommendations

      Comments

      Information & Contributors

      Information

      Published In

      cover image ACM Conferences
      CIKM '14: Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management
      November 2014
      2152 pages
      ISBN:9781450325981
      DOI:10.1145/2661829
      Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

      Sponsors

      Publisher

      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 03 November 2014

      Check for updates

      Author Tags

      1. faceblurring
      2. google glass
      3. lifelogging
      4. privacy

      Qualifiers

      • Demonstration

      Funding Sources

      Conference

      CIKM '14
      Sponsor:

      Acceptance Rates

      CIKM '14 Paper Acceptance Rate 175 of 838 submissions, 21%;
      Overall Acceptance Rate 1,861 of 8,427 submissions, 22%

      Upcoming Conference

      CIKM '25

      Contributors

      Other Metrics

      Bibliometrics & Citations

      Bibliometrics

      Article Metrics

      • Downloads (Last 12 months)8
      • Downloads (Last 6 weeks)2
      Reflects downloads up to 01 Mar 2025

      Other Metrics

      Citations

      Cited By

      View all
      • (2021)Recent Advances in Wearable Sensing TechnologiesSensors10.3390/s2120682821:20(6828)Online publication date: 14-Oct-2021
      • (2021)Subcutaneous body area networks: A SWOT analysis2015 IEEE International Symposium on Technology and Society (ISTAS)10.1109/ISTAS.2015.7439414(1-8)Online publication date: 10-Mar-2021
      • (2020)A User Study of a Wearable System to Enhance Bystanders’ Facial PrivacyIoT10.3390/iot10200131:2(198-217)Online publication date: 10-Oct-2020
      • (2020)Urban Object Detection Kit: A System for Collection and Analysis of Street-Level ImageryProceedings of the 2020 International Conference on Multimedia Retrieval10.1145/3372278.3390708(509-516)Online publication date: 8-Jun-2020
      • (2018)FacePET: Enhancing Bystanders’ Facial Privacy with Smart Wearables/Internet of ThingsElectronics10.3390/electronics71203797:12(379)Online publication date: 3-Dec-2018
      • (2018)Computer Vision for LifeloggingComputer Vision for Assistive Healthcare10.1016/B978-0-12-813445-0.00009-5(249-282)Online publication date: 2018
      • (2017)PrivacyManager: An access control framework for mobile augmented reality applications2017 IEEE Conference on Communications and Network Security (CNS)10.1109/CNS.2017.8228630(1-9)Online publication date: Oct-2017
      • (2017)Data Privacy: Users’ Thoughts on Quantified Self Personal DataSelf-Tracking10.1007/978-3-319-65379-2_8(111-124)Online publication date: 4-Oct-2017
      • (2016)Addressing physical safety, security, and privacy for People with visual impairmentsProceedings of the Twelfth USENIX Conference on Usable Privacy and Security10.5555/3235895.3235923(341-354)Online publication date: 22-Jun-2016

      View Options

      Login options

      View options

      PDF

      View or Download as a PDF file.

      PDF

      eReader

      View online with eReader.

      eReader

      Figures

      Tables

      Media

      Share

      Share

      Share this Publication link

      Share on social media