DocumentCode
1579940
Title
Counting number of points for acne vulgaris using UV Fluorescence and image processing
Author
Khongsuwan, Manita ; Kiattisin, Supaporn ; Wongseree, Waranyu ; Leelasantitham, Adisorn
Author_Institution
Technol. of Inf. Syst. Manage. Program, Mahidol Univ., Nakorn Pathom, Thailand
fYear
2012
Firstpage
142
Lastpage
146
Abstract
This paper presents counting number of points for the P.acne vulgaris using UV Fluorescence and image processing. This proposed method uses a process of image processing as follows. Cropping a UV image is to select a region of interest and, then the cropped image is resized for a suitable size and it (or the color image) is converted to a gray image. Quality of this gray image will be improved for image enhancement using adaptive histogram equalization. Finally, extended maxima transform, i.e. the regional maxima of the H-maxima transform, is used for counting number of the P. acne points. The experimental results show that the accuracy, sensitivity and precision are approximately at 83.75%, 98.22% and 85.04%, respectively. It saves time to analysis of the acne points.
Keywords
biomedical optical imaging; diseases; fluorescence; image enhancement; medical image processing; microorganisms; molecular biophysics; H-maxima transform; UV fluorescence; acne vulgaris; adaptive histogram equalization; image enhancement; image processing; Accuracy; Diseases; Fluorescence; Humans; Image processing; Sensitivity; Transforms; acne vulgaris; counting; image processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering International Conference (BMEiCON), 2011
Conference_Location
Chiang Mai
Print_ISBN
978-1-4577-2189-2
Type
conf
DOI
10.1109/BMEiCon.2012.6172038
Filename
6172038
Link To Document