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 …

Active contours based segmentation and lesion periphery analysis for characterization of skin lesions in dermoscopy images

F Riaz, S Naeem, R Nawaz… - IEEE journal of …, 2018 - ieeexplore.ieee.org
This paper proposes a computer assisted diagnostic system for the detection of melanoma
in dermoscopy images. Clinical findings have concluded that in case of melanoma, the …

[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 …

[HTML][HTML] Dermoscopic skin lesion image segmentation based on Local Binary Pattern Clustering: Comparative study

PMM Pereira, R Fonseca-Pinto, RP Paiva… - … Signal Processing and …, 2020 - Elsevier
Accurate skin lesion segmentation is important for identification and classification through
computational methods. However, when performed by dermatologists, the results of clinical …

Modified watershed technique and post-processing for segmentation of skin lesions in dermoscopy images

H Wang, RH Moss, X Chen, RJ Stanley… - … Medical Imaging and …, 2011 - Elsevier
In previous research, a watershed-based algorithm was shown to be useful for automatic
lesion segmentation in dermoscopy images, and was tested on a set of 100 benign and …

Unsupervised skin lesions border detection via two-dimensional image analysis

Q Abbas, I Fondón, M Rashid - Computer methods and programs in …, 2011 - Elsevier
The skin cancer was analyzed by dermoscopy helpful for dermatologists. The classification
of melanoma and carcinoma such as basal cell, squamous cell, and merkel cell carcinomas …

Early detection of skin cancer using melanoma segmentation technique

T Sreelatha, MV Subramanyam… - Journal of medical systems, 2019 - Springer
The significance of pattern recognition techniques is widely enhanced in image processing
and medical applications. Thus, lesion segmentation method is an essential technique of …

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 …

Automatic skin lesion segmentation via iterative stochastic region merging

A Wong, J Scharcanski… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
An automatic method for segmenting skin lesions in conventional macroscopic images is
presented. The images are acquired with conventional cameras, without the use of a …

Otsu's multi-thresholding and active contour snake model to segment dermoscopy images

V Rajinikanth, N Madhavaraja… - Journal of Medical …, 2017 - ingentaconnect.com
Melanoma is one of the deadliest form of skin cancer widely which affects human beings.
Due to its growing occurrence rates, it is essential to develop an assisting methodology to …