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

Luis Garcia-Arroyo Jose; Garcia-Zapirain Begonya

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

机译：利用像素和直方图阈值的模糊分类，Dermoscopy图像中皮肤病变的分割

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摘要

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 detect the border of the lesion. This paper proposes a method developed by the authors to address this problem.

机译：背景和目的：确保计算机辅助诊断（CAD）系统在皮肤镜图像中进行对计算机辅助诊断（CAD）系统，重要的是准确地检测病变的边界。本文提出了作者开发的方法来解决这个问题。

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《Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice》 |2019年第2019期|共9页
作者
Luis Garcia-Arroyo Jose; Garcia-Zapirain Begonya;
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作者单位

Univ Deusto Deustotech LIFE Unit eVIDA Avda Univ 24 Bilbao 48007 Spain;

Univ Deusto Deustotech LIFE Unit eVIDA Avda Univ 24 Bilbao 48007 Spain;

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原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;
关键词
Pattern recognition; Image processing; Machine learning; Border detection;

机译：模式识别;图像处理;机器学习;边界检测;

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1. Segmentation of skin lesions in dermoscopy images using fuzzy classification of pixels and histogram thresholding [J] . Luis Garcia-Arroyo Jose, Garcia-Zapirain Begonya Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice . 2019,第期

机译：利用像素和直方图阈值的模糊分类，Dermoscopy图像中皮肤病变的分割
2. Recognition of pigment network pattern in dermoscopy images based on fuzzy classification of pixels [J] . Luis Garcia-Arroyo Jose, Garcia-Zapirain Begonya Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice . 2018,第期

机译：基于像素模糊分类的皮肤镜图像中色素网络模式的识别
3. Thresholding methods for lesion segmentation of basal cell carcinoma in dermoscopy images [J] . Kaur R., LeAnder R., Mishra N. K., Skin research and technology: official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) . 2017,第3期

机译：皮肤镜图像中基底细胞癌病变分割的阈值化方法
4. An Automatic Segmentation of Skin Lesion from Dermoscopy Images using Watershed Segmentation [C] . A. Prabhu Chakkaravarthy, A. Chandrasekar International Conference on Recent Trends in Electrical, Control and Communication . 2018

机译：使用分水岭分割从皮肤镜图像自动分割皮肤病变
5. Thresholding Methods for Lesion Segmentation of Basal Cell Carcinoma in Dermoscopy Images. [D] . Kaur, Ravneet. 2017

机译：皮肤镜图像中基底细胞癌病变分割的阈值方法。
6. Suspicious Lesion Segmentation on Brain Mammograms and Breast MR Images Using New Optimized Spatial Feature Based Super-Pixel Fuzzy C-Means Clustering [O] . S. N. Kumar, A. Lenin Fred, P. Sebastin Varghese 2019

机译：基于新的优化空间特征的基于超像素模糊C均值聚类的脑乳房X线照片和乳房MR图像可疑病变分割
7. A HYBRID COMPUTATIONAL INTELLIGENCE ALGORITHM FOR AUTOMATIC SKIN LESION SEGMENTATION IN DERMOSCOPY IMAGES [O] . Beibei Cheng A, Ronald Joe Stanley A, Thomas Szalapski A, 2013

机译：皮层图像自动分割皮肤的混合计算智能算法

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

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