DocumentCode
1719778
Title
Spatiotemporal filtering for medical images from an infrared camera
Author
Gavriloaia, Gheorghe ; Gavriloaia, Gheorghe
Author_Institution
Electron. & Comput. Dept., Univ. of Pitesti, Pitesti, Romania
fYear
2011
Firstpage
381
Lastpage
384
Abstract
In this paper we proposed an improved method for images 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
cameras; cancer; filtering theory; heat radiation; infrared imaging; medical image processing; patient treatment; tumours; anisotropic diffusion filtering; heat radiation; image filtering; infrared camera; medical images; papillary thyroid cancer; patient image; spatiotemporal filtering; thermovision camera; tumor; 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
Telecommunications and Signal Processing (TSP), 2011 34th International Conference on
Conference_Location
Budapest
Print_ISBN
978-1-4577-1410-8
Type
conf
DOI
10.1109/TSP.2011.6043705
Filename
6043705
Link To Document