Color and Shape Analysis for Image-based Detection and Characterization of Skin Lesion

Ang Marianne P.; Mariano Vladimir Y.; Villanueva Tita Lina O.

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Color and Shape Analysis for Image-based Detection and Characterization of Skin Lesion

机译：颜色和形状分析用于基于图像的皮肤病变检测和表征

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Digital image analysis is a widely used tool in detecting and characterizing objects under certain classes or categories in the form of digital images. This paper presents a description of a system for detecting and characterizing lesion features such as color and shape of skin lesions; and a discussion of the results of using it to help dermatologist in describing skin images, that will contribute for the accuracy in diagnosis of the skin diseases. An 80% lesion detection, 80% shape analysis and 70% color analysis were concluded after system evaluation.

机译：数字图像分析是一种以数字图像形式检测和表征某些类别或类别下的对象的广泛使用的工具。本文介绍了一种用于检测和表征病变特征（例如皮肤病变的颜色和形状）的系统;并讨论了使用它帮助皮肤科医生描述皮肤图像的结果，这将有助于皮肤疾病诊断的准确性。系统评估后得出80％病变检测，80％形状分析和70％颜色分析的结论。

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《Philippine Information Technology》 |2016年第1期|共页
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Ang Marianne P.; Mariano Vladimir Y.; Villanueva Tita Lina O.;
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中图分类自动信息理论;
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1. Towards the automatic detection of skin lesion shape asymmetry, color variegation and diameter in dermoscopic images [J] . Abder-Rahman Ali, Jingpeng Li, Sally Jane O’Shea PLoS One . 2020,第6期

机译：朝向皮肤病变形状的自动检测皮肤病形状，颜色差异和直径在DerMicropic图像中
2. Image-based skin color and texture analysis/synthesis by extracting hemoglobin and melanin information in the skin [J] . Norimichi Tsumura, Nobutoshi Ojima, Kayoko Sato, ACM Transactions on Graphics . 2003,第3期

机译：通过提取皮肤中的血红蛋白和黑色素信息，基于图像的皮肤颜色和纹理分析/合成
3. An Illumination Invariant Face Detection Based on Human Shape Analysis and Skin Color Information [J] . Dibakar Chakraborty Signal & Image Processing : An International Journal (SIPIJ) . 2012,第3期

机译：基于人形分析和肤色信息的照明不变脸检测
4. Automated skin lesion analysis based on color and shape geometry feature set for melanoma early detection and prevention [C] . Abuzaghleh Omar, Barkana Buket D., Faezipour Miad IEEE Long Island Systems, Applications and Technology Conference . 2014

机译：基于颜色和形状几何特征集的自动皮肤病变分析，可用于黑色素瘤的早期发现和预防
5. A portable real-time noninvasive skin lesion analysis system to assist in the melanoma prevention and early detection [D] . Abuzaghleh, Omar 2014

机译：便携式实时无创皮肤病变分析系统，可帮助预防和早期发现黑色素瘤
6. Towards the automatic detection of skin lesion shape asymmetry color variegation and diameter in dermoscopic images [O] . Abder-Rahman Ali, Jingpeng Li, Sally Jane O’Shea 2020

机译：朝向皮肤病形状不对称的自动检测皮肤病图像中的颜色差异和直径
7. Towards the automatic detection of skin lesion shape asymmetry, color variegation and diameter in dermoscopic images [O] . Abder-Rahman Ali, Jingpeng Li, Sally Jane O’Shea 2020

机译：朝向皮肤病形状不对称的自动检测，皮肤病图像中的颜色差异和直径

Color and Shape Analysis for Image-based Detection and Characterization of Skin Lesion

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