DocumentCode :
3598570
Title :
Estimation of blood flow speed and vessel location from thermal video
Author :
Garbey, M. ; Merla, A. ; Pavlidis, I.
Author_Institution :
Dept. of Comput. Sci., Houston Univ., TX, USA
Volume :
1
fYear :
2004
Abstract :
In this paper we present a novel method for estimation of blood flow speed and vessel location from thermal video. The method is based on a bioheat transfer model that reflects the thermo-physiological processes in a skin region proximal to a major vessel. The model assumes the form of a partial differential equation (PDE) with boundary conditions. Initially, we test the soundness of our model by performing direct numerical simulation. Then, we solve the inverse problem both in steady and dynamic states on data provided by a thermal imaging system. Our method opens exciting possibilities in biometrics and biomedicine. Among others, it promises to revolutionize polygraph examinations by eliminating wiring and improving accuracy. It also establishes the feasibility of continuous 2D physiological monitoring of human patients in a contact-free manner.
Keywords :
blood flow measurement; haemodynamics; infrared imaging; inverse problems; medical image processing; numerical analysis; partial differential equations; video signal processing; bioheat transfer model; biomedicine; biometrics; blood flow speed estimation; boundary conditions; continuous 2D physiological monitoring; human patients; inverse problem; numerical simulation; partial differential equation; polygraph examinations; skin region; thermal imaging system; thermal video; thermophysiological processes; vessel location; wiring; Acoustic testing; Biomedical imaging; Biometrics; Blood flow; Boundary conditions; Inverse problems; Numerical simulation; Partial differential equations; Performance evaluation; Skin;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Vision and Pattern Recognition, 2004. CVPR 2004. Proceedings of the 2004 IEEE Computer Society Conference on
ISSN :
1063-6919
Print_ISBN :
0-7695-2158-4
Type :
conf
DOI :
10.1109/CVPR.2004.1315054
Filename :
1315054
Link To Document :
بازگشت