[PDF][PDF] Automatic segmentation of dermoscopy images using histogram thresholding on optimal color channels

R Garnavi, M Aldeen, ME Celebi… - … Journal of Medicine …, 2010 - researchgate.net
Automatic segmentation of skin lesions is the first step towards development of a computer-
aided diagnosis of melanoma. Although numerous segmentation methods have been …

Color channel based segmentation of skin lesion from clinical images for the detection of melanoma

C Sagar, LM Saini - 2016 IEEE 1st international conference on …, 2016 - ieeexplore.ieee.org
Lesion localization is the first and most important step in the development of a melanoma
detection system. Skin lesions show distinct color variations as they evolve from benign to …

Skin melanoma segmentation by morphological approach

AT Beuren, R Janasieivicz, G Pinheiro… - Proceedings of the …, 2012 - dl.acm.org
A new approach to extract the lesion region of melanoma is presented. This approach is
based on color morphological operators which are defined from a lexicographic order on the …

A general algorithm for automatic lesion segmentation in dermoscopy images

NZ Tajeddin, BM Asl - … on Biomedical Engineering and 2016 1st …, 2016 - ieeexplore.ieee.org
Melanoma is one of the most dangerous types of skin cancer and causes thousands of
deaths worldwide each year. Recently dermoscopic imaging systems have been widely …

Comparison of segmentation methods for melanoma diagnosis in dermoscopy images

M Silveira, JC Nascimento, JS Marques… - IEEE journal of …, 2009 - ieeexplore.ieee.org
In this paper, we propose and evaluate six methods for the segmentation of skin lesions in
dermoscopic images. This set includes some state of the art techniques which have been …

Automatic segmentation and melanoma detection based on color and texture features in dermoscopic images

S Oukil, R Kasmi, K Mokrani… - Skin Research and …, 2022 - Wiley Online Library
Purpose Melanoma is known as the most aggressive form of skin cancer and one of the
fastest growing malignant tumors worldwide. Several computer‐aided diagnosis systems for …

Segmentation methods for computer aided melanoma detection

A Santy, R Joseph - 2015 Global Conference on …, 2015 - ieeexplore.ieee.org
Melanoma is one of the deadly diseases among skin cancer. Melanoma detection can be
done by dermatological screening and biopsy tests which are time consuming and …

Automatic segmentation of dermoscopy images using saliency combined with Otsu threshold

H Fan, F Xie, Y Li, Z Jiang, J Liu - Computers in biology and medicine, 2017 - Elsevier
Segmentation is one of the crucial steps for the computer-aided diagnosis (CAD) of skin
cancer with dermoscopy images. To accurately extract lesion borders from dermoscopy …

Segmentation of skin lesions in dermoscopy images using fuzzy classification of pixels and histogram thresholding

JL Garcia-Arroyo, B Garcia-Zapirain - Computer methods and programs in …, 2019 - Elsevier
Background and objective: To ensure proper functioning of a Computer Aided Diagnosis
(CAD) system for melanoma detection in dermoscopy images, it is important to accurately …

Comparison of color clustering algorithms for segmentation of dermatological images

R Melli, C Grana, R Cucchiara - Medical Imaging 2006: Image …, 2006 - spiedigitallibrary.org
Automatic segmentation of skin lesions in clinical images is a very challenging task; it is
necessary for visual analysis of the edges, shape and colors of the lesions to support the …