DocumentCode
1401555
Title
Footprint-based personal recognition
Author
Nakajima, Kazuki ; Mizukami, Yoshiki ; Tanaka, Kanya ; Tamura, Toshiyo
Author_Institution
Dept. of Gerontechnol., Nat. Inst. for Longevity Sci., Aichi, Japan
Volume
47
Issue
11
fYear
2000
Firstpage
1534
Lastpage
1537
Abstract
Proposes a new method of personal recognition based on footprints. In this method, an input pair of raw footprints is normalized, both in direction and in position for robustness image-matching between the input pair of footprints and the pair of registered footprints. In addition to the Euclidean distance between them, the geometric information of the input footprint is used prior to the normalization, i.e., directional and positional information. In the experiment, the pressure distribution of the footprint was measured with a pressure-sensing mat. Ten volunteers contributed footprints for testing the proposed method. The recognition rate was 30.45% without any normalization (i.e., raw image), and 85.00% with the authors´ method.
Keywords
biomechanics; image matching; image registration; medical image processing; pressure measurement; Euclidean distance; directional information; footprint-based personal recognition; geometric information; normalization; positional information; pressure-sensing mat; raw footprints input pair; raw image; recognition rate; volunteers; Biometrics; Biosensors; Face recognition; Fingerprint recognition; Gerontechnology; Robustness; Security; Sensor phenomena and characterization; Testing; Waveguide discontinuities; Biomedical Engineering; Biometry; Dermatoglyphics; Foot; Humans; Pattern Recognition, Automated; Pressure;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/10.880106
Filename
880106
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