DocumentCode
1770693
Title
Removal of artifacts from dermatoscopic images
Author
Sultana, Ayesha ; Dumitrache, Ioana ; Vocurek, Mihai ; Ciuc, Mihai
Author_Institution
Telecommun. & Inf. Technol., Univ. “Politeh.” of Bucharest, Bucharest, Romania
fYear
2014
fDate
29-31 May 2014
Firstpage
1
Lastpage
4
Abstract
Dermoscopy is the primary tool used for pigmented skin lesion diagnosis. Despite the use of this relative new clinical method dermoscopy based, diagnose is still subjective and the diagnosis detection accuracy is about 75-80%. In this paper we present several enhancement pre-processing techniques applied on dermatoscopic images, such as black frame removal and hair removal in an automatically manner. We have tested our algorithms on 45 dermoscopic images and compared the automated enhancement methods results with other existing methods.
Keywords
image enhancement; medical image processing; automated enhancement methods; clinical method dermoscopy; dermatoscopic images; enhancement pre-processing techniques; pigmented skin lesion diagnosis; Hair; Image color analysis; Image quality; Lesions; Malignant tumors; Shape; Skin; Top-Hat morphological operation; black frame removal; dermoscopy; inpainting; pre-processing hair removal;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications (COMM), 2014 10th International Conference on
Conference_Location
Bucharest
Type
conf
DOI
10.1109/ICComm.2014.6866757
Filename
6866757
Link To Document