DocumentCode
1948758
Title
Monitoring of periorbital blood flow rate through thermal image analysis and its application to polygraph testing
Author
Pavlidis, I. ; Levine, J.
Author_Institution
Honeywell Labs., Minneapolis, MN, USA
Volume
3
fYear
2001
fDate
2001
Firstpage
2826
Abstract
In the present paper we describe a novel method for scoring polygraph tests using thermal image analysis. Our method features three stages: image acquisition, physiological correlation, and pattern classification. First, we acquire facial thermal imagery using an accurate mid-infrared camera. Then, we transform the raw thermal data to blood flow rate data through thermodynamic modeling. Finally, we classify the subject as deceptive or non-deceptive based on the nearest-neighbor classification method. We perform our analysis on the periorbital area of the subjects´ faces. Our previous research has indicated that the periorbital area is the facial area affected the most from blood flow redistribution during anxious states. We present promising experimental results from 18 subjects. We henceforth anticipate that thermal image analysis will play an increasingly important role in polygraph testing. as an additional scoring channel. Our ultimate objective is to increase the accuracy and reliability of polygraph testing through the fusion of traditional invasive 1D physiological measurements with novel non-invasive 2D physiological measurements.
Keywords
biomedical optical imaging; biothermics; blood flow measurement; eye; infrared imaging; medical image processing; patient monitoring; anxious states; blood flow redistribution; deceptive subject; image acquisition; nearest-neighbor classification method; nondeceptive subject; noninvasive 2D physiological measurements; pattern classification; periorbital blood flow rate monitoring; physiological correlation; polygraph testing; thermal image analysis; thermodynamic modeling; traditional invasive 1D physiological measurements; Biomedical monitoring; Blood flow; Cameras; Design for experiments; Government; Image analysis; Layout; Psychology; Testing; Thermodynamics;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN
1094-687X
Print_ISBN
0-7803-7211-5
Type
conf
DOI
10.1109/IEMBS.2001.1017374
Filename
1017374
Link To Document