DocumentCode
1845722
Title
Resolution and size of measured area influences on the short- and long-term aging of latent fingerprint traces using the binary pixel feature and a high-resolution non-invasive chromatic white light (CWL) sensor
Author
Merkel, Ronny ; Dittmann, Jana
Author_Institution
Res. Group Multimedia & Security, Otto-von-Guericke-Univ. of Magdeburg, Magdeburg, Germany
fYear
2011
fDate
4-6 Sept. 2011
Firstpage
644
Lastpage
649
Abstract
Determining the age of a latent fingerprint trace found at a crime scene is an unresolved research issue since decades. Adopting a high-resolution, optical, non-invasive measurement device (FRT-MicroProf 200 CWL 600) from the area of surface quality measurement and combining it with pattern-recognition techniques might allow us to finally solve this important research challenge. Based on previous work, we evaluate the promising binary pixel aging feature, investigating its dependency on the resolution (1, 2, 3, 5, 10μm) and the size of the measured area (3×3, 5×5, 10×10mm) for the aging of 16 different latent fingerprint traces, in respect to the short-term aging (<;4days) and the long-term aging (>;4days), leading to a total of 739 scans. Our first experiments show a promising tendency that the binary pixel feature has a very characteristic, logarithmic aging curve for all tested resolutions and sizes of measured area for the short- and long-term aging.
Keywords
fingerprint identification; image resolution; image sensors; pattern recognition; binary pixel; binary pixel feature; fingerprint traces; high-resolution non-invasive chromatic white light CWL sensor; image resolution; long term aging; pattern recognition techniques; short term aging; Aging; Area measurement; Feature extraction; Fingerprint recognition; Image resolution; Size measurement; Surface topography;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing and Analysis (ISPA), 2011 7th International Symposium on
Conference_Location
Dubrovnik
ISSN
1845-5921
Print_ISBN
978-1-4577-0841-1
Electronic_ISBN
1845-5921
Type
conf
Filename
6046683
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