DocumentCode
548992
Title
Anisotropic diffusion filtering of infrared medical images
Author
Gavriloaia, Gheorghe ; Neamtu, Catalin ; Gavriloaia, Mariuca ; Ghemigan, Adina
Author_Institution
Electron. & Comput. Dept., Univ. of Pitesti, Pitesti, Romania
fYear
2011
fDate
16-18 June 2011
Firstpage
1
Lastpage
4
Abstract
Thyroid diseases, in general, and in particular thyroid cancer can be detected by infrared built-in image processing. A good spatial resolution is needed to assess the specific patterns, but small signal-to-noise ratio and low contrast makes much difficult to achieve infrared image denoising and edge enhancement. This paper proposes an improved method of anisotropic diffusion filtering which reduces noise in infrared images while enhancing and preserving edges. It uses the heat diffusion equation proposed by Weickert, but it is completed by a linear term showing the mechanism of heat transport as a result of the blood perfusion, boundaries conditions and distinct values for the four diffusion coefficients. Experimental results demonstrate that the new proposed method can effectively realize infrared image denoising and edge enhancement and it can be used for the early diagnose of cancer.
Keywords
biological organs; biomedical optical imaging; biothermics; cancer; edge detection; haemorheology; image denoising; infrared imaging; medical image processing; thermal diffusion; anisotropic diffusion filtering; blood perfusion; built in infrared image processing; disease detection; edge preservation; heat diffusion equation; heat transport mechanism; image contrast; image signal-noise ratio; infrared image denoising; infrared image edge enhancement; infrared medical images; spatial resolution; thyroid cancer; thyroid diseases; Anisotropic magnetoresistance; Biomedical imaging; Cancer; Equations; Filtering; Image edge detection; Noise; anisotropic diffusion; edge enhancement; image denoising; scale-space; thyroid cancer;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Signals and Image Processing (IWSSIP), 2011 18th International Conference on
Conference_Location
Sarajevo
ISSN
2157-8672
Print_ISBN
978-1-4577-0074-3
Type
conf
Filename
5977409
Link To Document