Development of a novel border detection method for melanocytic and non-melanocytic dermoscopy images

KA Norton, H Iyatomi, ME Celebi… - … Conference of the …, 2010 - ieeexplore.ieee.org
Computer aided diagnosis of dermoscopy images has shown great promise in developing a
quantitative, objective way of classifying skin lesions. An important step in the classification …

Three‐phase general border detection method for dermoscopy images using non‐uniform illumination correction

KA Norton, H Iyatomi, ME Celebi… - Skin Research and …, 2012 - Wiley Online Library
Background Computer‐aided diagnosis of dermoscopy images has shown great promise in
developing a quantitative, objective way of classifying skin lesions. An important step in the …

Classification of melanocytic skin lesions from non-melanocytic lesions

H Iyatomi, KA Norton, ME Celebi… - … Conference of the …, 2010 - ieeexplore.ieee.org
In this paper, we present a classification method of dermoscopy images between
melanocytic skin lesions (MSLs) and non-melanocytic skin lesions (NoMSLs). The …

Automatic lesion border selection in dermoscopy images using morphology and color features

NK Mishra, R Kaur, R Kasmi, JR Hagerty… - Skin Research and …, 2019 - Wiley Online Library
Purpose We present a classifier for automatically selecting a lesion border for dermoscopy
skin lesion images, to aid in computer‐aided diagnosis of melanoma. Variation in …

Objective evaluation of methods for border detection in dermoscopy images

ME Celebi, G Schaefer, H Iyatomi - 2008 30th Annual …, 2008 - ieeexplore.ieee.org
Dermoscopy is one of the major imaging modalities used in the diagnosis of melanoma and
other pigmented skin lesions. Due to the difficulty and subjectivity of human interpretation …

Lesion border detection in dermoscopy images using dynamic programming

Q Abbas, ME Celebi, I Fondón García… - Skin Research and …, 2011 - Wiley Online Library
Background/purpose: Automated border detection is an important and challenging task in
the computerized analysis of dermoscopy images. However, dermoscopic images often …

Simple and accurate border detection algorithm for melanoma computer aided diagnosis

C Guaragnella, M Rizzi - Diagnostics, 2020 - mdpi.com
The interest of the scientific community for computer aided skin lesion analysis and
characterization has been increased during the last years for the growing incidence of …

Fast and accurate border detection in dermoscopy images using statistical region merging

ME Celebi, HA Kingravi, H Iyatomi… - Medical Imaging …, 2007 - spiedigitallibrary.org
As a result of advances in skin imaging technology and the development of suitable image
processing techniques during the last decade, there has been a significant increase of …

A superpixel based post-processing approach for segmenting dermoscopy images

Q Wen, D Ming, J Chen, W Liu - 2013 Sixth International …, 2013 - ieeexplore.ieee.org
Malignant melanoma is among the most rapidly increasing cancers in the world. Image
border detection is often the first step to characterize skin lesion for the follow-up computer …

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 …