DocumentCode
561464
Title
Improving quality of medical infrared images by using bioheat equation
Author
Gavriloaia, Gheorghe ; Gavriloaia, Mariuca-Roxana
Author_Institution
Electron. & Comput. Dept., Univ. of Pitesti, Pitesti, Romania
fYear
2011
fDate
24-26 Nov. 2011
Firstpage
1
Lastpage
4
Abstract
In this paper we propose an improved method for image filtering with slow time variation obtained from some successive frames of a thermovision camera investigating the heat radiated by human beings. In the first step, a single image is obtained as a result of the mean value evaluation from median filtering of all temporal frames. The standard deviation of each pixel is computed as well. The second stage consisted of a spatial filtering of the image from the first step by using the anisotropic diffusion filtering. New relations for the weighted coefficients of the diffusion matrix were proposed from the local statistic estimators. This method was tested on infrared images of different patients. Both subjective and objective evaluations of a patient image suffering from papillary thyroid cancer showed good performances for improving the signal to noise ratio and location of tumor.
Keywords
biomedical optical imaging; biothermics; cancer; filters; infrared imaging; medical image processing; statistical analysis; tumours; anisotropic diffusion filtering; bioheat equation; diffusion matrix weighted coefficients; human heat radiation; image filtering method; local statistic estimators; mean value evaluation; medical infrared image quality improvement; papillary thyroid cancer patient; pixel standard deviation; signal-noise ratio; spatial filtering; temporal frame median filtering; thermovision camera; tumor location; Anisotropic magnetoresistance; Filtering; Image edge detection; Image quality; PSNR; Silicon; anisotropic diffusion filter; heat propagation; infrared image processing; noise suppression; nonlinear filter;
fLanguage
English
Publisher
ieee
Conference_Titel
E-Health and Bioengineering Conference (EHB), 2011
Conference_Location
Iasi
Print_ISBN
978-1-4577-0292-1
Type
conf
Filename
6150414
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