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
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;
Conference_Titel :
Communications (COMM), 2014 10th International Conference on
Conference_Location :
Bucharest
DOI :
10.1109/ICComm.2014.6866757