• DocumentCode
    3463271
  • Title

    Privacy-preserving license plate image processing

  • Author

    Azogu, Ikechukwu ; Liu, Hong

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Massachusetts Dartmouth, North Dartmouth, MA, USA
  • fYear
    2011
  • fDate
    5-9 Dec. 2011
  • Firstpage
    34
  • Lastpage
    39
  • Abstract
    Advances in license plate detection and recognition software severely threaten privacy. Intended originally for video surveillance such as the law enforcement at automatic toll booths, license plate recognition software becomes so powerful that it can identify license plates from low-resolution and blurred images illegible to the human eye. However, the technology can be adversely used to track individuals regardless of suspicion, violating privacy, through ever present webcams, in Traveler Information Systems, for instance. This paper introduces a novel engineering solution to privacy-preserving license plate recognition. A trivial solution to protect the privacy of individuals in video surveillance data is to black out each license plate; it effectively thwarts license plate recognition but renders no practical use as all information being obscured. The new system presented in this paper enables privacy preservation in the images containing license plates as well as car features while allows identification of particular license plates with legitimacy similar to a specific search warrant. Such dual purposes are fulfilled with an orchestra of information technologies. Pseudo-anonymity, a disguised identity held by many individuals, preserves privacy by ensuring the failure of license plate recognition. Steganography, security through obscurity or information hiding, reveals the license plate of a suspect by a protocol of synchronized pseudo random number generation. The synchronization protocol is superior over both symmetric encryption problematic with key distribution and asymmetric schemes involving expensive computation. Experiments are conducted on a real world Traveler Information System with favorable results.
  • Keywords
    cryptographic protocols; data privacy; image recognition; image resolution; random number generation; steganography; synchronisation; video surveillance; asymmetric scheme; automatic toll booths; car features; image blurring; image resolution; information hiding; law enforcement; license plate detection software; license plate recognition software; privacy violation; privacy-preserving license plate image processing; pseudoanonymity; steganography; suspicion; symmetric encryption problematic-with-key distribution scheme; synchronization protocol; synchronized pseudorandom number generation; traveler information systems; video surveillance; webcams; Image recognition; Image resolution; Image restoration; Licenses; Privacy; Synchronization; Vehicles; license plate detection; privacy-preserving image recognition; protocol of synchronized pseudo random number generation; pseudo-anonymity; steganography; video surveillance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    GLOBECOM Workshops (GC Wkshps), 2011 IEEE
  • Conference_Location
    Houston, TX
  • Print_ISBN
    978-1-4673-0039-1
  • Electronic_ISBN
    978-1-4673-0038-4
  • Type

    conf

  • DOI
    10.1109/GLOCOMW.2011.6162469
  • Filename
    6162469