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A novel evaluation method for perceptual hash algorithm in authentication mode

  • Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Perceptual hash is an important research branch of multimedia security, while the evaluation of performance of a perceptual hash algorithm is not well studied so far. The traditional performance of a perceptual hash algorithm is robustness and discriminability. Such evaluation criterion is not good enough to judge an algorithm, especially for a perceptual hash algorithm working in authentication mode. In this paper, anew evaluation method is proposed to evaluate an authentication oriented perceptual hash algorithm by the capability of distinguish the malicious tamper from content preserving operations. A new performance, Identical Perceptual Distance, is also defined to quantize the ability. The thorough test on several representative published perceptual hash algorithms shows the feasibility of the proposed evaluation method.

Original languageEnglish
Title of host publicationFourth International Conference on Digital Image Processing, ICDIP 2012
DOIs
StatePublished - 2012
Event4th International Conference on Digital Image Processing, ICDIP 2012 - Kuala Lumpur, Malaysia
Duration: 7 Apr 20128 Apr 2012

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume8334
ISSN (Print)0277-786X

Conference

Conference4th International Conference on Digital Image Processing, ICDIP 2012
Country/TerritoryMalaysia
CityKuala Lumpur
Period7/04/128/04/12

Keywords

  • Evaluation method
  • Multimedia security
  • Perceptual hash

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