DocumentCode :
2217710
Title :
Identification of human metabolism parameters by improved ICA
Author :
Xu, Xiaolei ; Jiang, Guotai ; Hai, Liu
Author_Institution :
Sch. of Life Sci. & Technol., Tongji Univ., Shanghai
fYear :
2008
fDate :
30-31 May 2008
Firstpage :
327
Lastpage :
329
Abstract :
It is very difficult to measure human metabolism ability directly. According to thermoregulation system, inner metabolic information could be send to outer to induce the temperature of the skin surface to change. The change includes metabolic heat-generation and heat-transfer of blood perfusion. Based on infrared thermograph ,this paper analyzes temperature curves of different population, using independent component analysis(ICA) to improve identification of the body metabolic characteristics. We access to the numerical assessment of metabolic parameters.
Keywords :
biomedical optical imaging; biothermics; blind source separation; diseases; haemorheology; heat transfer; independent component analysis; infrared imaging; medical image processing; skin; blood perfusion; diabetes; heat transfer; human metabolism parameters; improved ICA; independent component analysis; infrared thermograph; metabolic heat generation; skin temperature; thermoregulation system; Biochemistry; Biomedical measurements; Blood; Diabetes; Diseases; Heat transfer; Humans; Independent component analysis; Instruments; Temperature; identification; improved ICA; metabolic assessment parameter; thermograph;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Technology and Applications in Biomedicine, 2008. ITAB 2008. International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4244-2254-8
Electronic_ISBN :
978-1-4244-2255-5
Type :
conf
DOI :
10.1109/ITAB.2008.4570570
Filename :
4570570
Link To Document :
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