Title :
Drunk person identification using thermal infrared images
Author :
Koukiou, G. ; Panagopoulos, G. ; Anastassopoulos, V.
Author_Institution :
Phys. Dept., Univ. of Patras, Patras, Greece
Abstract :
Drunk person identification is carried out using thermal infrared images. The features used for this purpose are simply the pixel values on specific points on the face of the person. It is proved that for a drunk person, the corresponding cluster in the feature space moves far away from its original position for the sober person. The concept behind the proposed approach is based on the physiology-based face identification. For demonstration purposes, Fisher Linear Discriminant approach is used for space dimensionality reduction. The feature space is found to be of very low dimensionality.
Keywords :
face recognition; feature extraction; infrared imaging; Fisher linear discriminant; drunk person identification; face identification; feature extraction; thermal infrared images; Biomedical imaging; Biometrics; Cameras; Face recognition; Feature extraction; Infrared imaging; Laboratories; Physics; Scattering; Security; Face recognition; Feature extraction; Infrared images; drunk identification;
Conference_Titel :
Digital Signal Processing, 2009 16th International Conference on
Conference_Location :
Santorini-Hellas
Print_ISBN :
978-1-4244-3297-4
Electronic_ISBN :
978-1-4244-3298-1
DOI :
10.1109/ICDSP.2009.5201249