• DocumentCode
    3447521
  • Title

    Application of fractional-order differentials in enhancing vestige images of crime scene

  • Author

    Gang Wang ; Jiliu Zhou ; Zhuzhong Yang ; Xingchun Yang

  • Author_Institution
    Coll. of Comput. Sci., Sichuan Univ., Chengdu, China
  • Volume
    1
  • fYear
    2011
  • fDate
    20-22 Aug. 2011
  • Firstpage
    295
  • Lastpage
    298
  • Abstract
    After their criminal acts, crime offenders generally leave vestige evidences on the crime scene. To deal with the blurred fingerprints collected from the crime scene, this paper proposes an approach of the 7*7 Fractional Order Differential (FOD) cover operator. Through comparing the enhanced effects of such different differentials order, the paper proves that, this image enhancement approach based on FOD cover operator can significantly enhances the true features of the fingerprint image, instead of adding any pseudo features. It overcomes the distortion incurred the original fingerprints processed by traditional image processing software. As indicated in our experiment results, we compare the enhanced effect of fingerprints with Butterworth high pass filter, and find it easy to obtain natural features of the fingerprint, without evident noise of fingerprint images. The fingerprint image processed by this approach reveals a number of advantages such as higher definition and better applicability.
  • Keywords
    Butterworth filters; criminal law; fingerprint identification; high-pass filters; image enhancement; 7*7 fractional order differential cover operator; Butterworth high pass filter; blurred fingerprints; crime scene; fingerprint processing; fractional-order differential; image processing software; vestige image enhancement; Digital images; Educational institutions; Equations; Fingerprint recognition; Image matching; Image resolution; Noise; Cover Operator; Criminal Investigation Technology; Effects Compared; Fractional-Order Differential; Image Enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology and Artificial Intelligence Conference (ITAIC), 2011 6th IEEE Joint International
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4244-8622-9
  • Type

    conf

  • DOI
    10.1109/ITAIC.2011.6030209
  • Filename
    6030209