DocumentCode :
144610
Title :
Skin Lesion Detection of Dermoscopy Images Using Estimate Localization Technique
Author :
Supot, Sookpotharom
Author_Institution :
Sch. of Eng., Bangkok Univ., Bangkok, Thailand
fYear :
2014
fDate :
7-9 April 2014
Firstpage :
833
Lastpage :
837
Abstract :
Border detection of dermoscopy image is an important part to help physicians for the purposes of diagnosing dermoscopy images as the skin lesions in malignant melanoma. In this paper, we propose a new technique to locate the skin lesion. The technique comprises of two parts, image pre-processing and image segmentation. Pre-processing method as the first part is used to remove some unwanted as a noise. In the second part, we proffer the estimate localization method as a technique to detect the border of the skin lesions. The border detection results are collated with clinically ground truth, and assessed in terms of the percentage border error.
Keywords :
cancer; image denoising; image segmentation; medical image processing; skin; border detection; dermoscopy image; estimate localization technique; image preprocessing; image segmentation; malignant melanoma; skin lesion detection; unwanted noise removal; Image edge detection; Image segmentation; Lesions; Malignant tumors; Skin; Skin cancer; Border detection; Dermoscopy image; Skin lesion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communication Systems and Network Technologies (CSNT), 2014 Fourth International Conference on
Conference_Location :
Bhopal
Print_ISBN :
978-1-4799-3069-2
Type :
conf
DOI :
10.1109/CSNT.2014.173
Filename :
6821516
Link To Document :
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