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
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