DocumentCode :
1895048
Title :
A novel biometric approach in human verification by photoplethysmographic signals
Author :
Gu, Y.Y. ; Zhang, Y. ; Zhang, Y.T.
Author_Institution :
Joint Res. Center for Biomed. Eng., Chinese Univ. of Hong Kong, Shatin, China
fYear :
2003
fDate :
24-26 April 2003
Firstpage :
13
Lastpage :
14
Abstract :
Presents a new human verification approach using photoplethysmography (PPG) signals that can be obtained easily from the fingertip. The experiment was performed on a group of 17 healthy subjects, and evident characteristics of the PPG signals were studied. These characteristics are unique identifiers specific to different persons while they are similar enough to recognize the same person. Four feature parameters were extracted from digitalized PPG signals. The template feature vector was formulated using part of the recorded signals, and then the discriminant function was applied to the remaining data for verification. The result with a successful rate of 94% shows that this method is promising for human verification.
Keywords :
biometrics (access control); feature extraction; medical signal processing; optical information processing; plethysmography; LED; biometric approach; digitalized PPG signals; discriminant function; feature parameters; fingertip; healthy subjects; human verification; photodetector; photoplethysmographic signals; template feature vector; unique identifiers; Biometrics; Error correction; Euclidean distance; Feature extraction; Humans; Image motion analysis; Pattern recognition; Sensor phenomena and characterization; Signal processing; Statistical analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Technology Applications in Biomedicine, 2003. 4th International IEEE EMBS Special Topic Conference on
Print_ISBN :
0-7803-7667-6
Type :
conf
DOI :
10.1109/ITAB.2003.1222403
Filename :
1222403
Link To Document :
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