A Reliable and Reversible Image Privacy Protection Based on False Colors

Date

2018-01-01

Author

ÇİFTÇİ, Serdar
Akyüz, Ahmet Oğuz
Ebrahimi, Touradj

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This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

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Protection of visual privacy has become an indispensable component of video surveillance systems due to pervasive use of video cameras for surveillance purposes. In this paper, we propose two fully reversible privacy protection schemes implemented within the JPEG architecture. In both schemes, privacy protection is accomplished by using false colors with the first scheme being adaptable to other privacy protection filters while the second is false color-specific. Both schemes support either a lossless mode in which the original unprotected content can be fully extracted or a lossy mode, which limits file size while still maintaining intelligibility. Our method is not region-of-interest (ROI)-based and can be applied on entire frames without compromising intelligibility. This frees the user from having to define ROIs and improves security as tracking ROIs under dynamic content may fail, exposing sensitive information. Our experimental results indicate the favorability of our method over other commonly used solutions to protect visual privacy.

Subject Keywords

False color, JPEG, Privacy protection

URI

https://hdl.handle.net/11511/40315

Journal

IEEE TRANSACTIONS ON MULTIMEDIA

DOI

https://doi.org/10.1109/tmm.2017.2728479

Collections

Department of Computer Engineering, Article

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Citation Formats

S. ÇİFTÇİ, A. O. Akyüz, and T. Ebrahimi, “A Reliable and Reversible Image Privacy Protection Based on False Colors,” IEEE TRANSACTIONS ON MULTIMEDIA, pp. 68–81, 2018, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/40315.