利用漫射偏振检测皮肤病变

Nitya Subramaniam, Gule Saman, E. Hancock
{"title":"利用漫射偏振检测皮肤病变","authors":"Nitya Subramaniam, Gule Saman, E. Hancock","doi":"10.1109/ICIP.2010.5651786","DOIUrl":null,"url":null,"abstract":"This paper describes the use of polarisation information for surface inspection. We consider the problem of detecting regions of damage and disease in the skins of different types of fruit and vegetable. We commence by using moments to estimate the components of the polarisation image (mean-intensity, polarisation and phase) from images obtained with multiple polariser angles. Using the polarisation information and the Fresnel theory, we develop a characterisation of the surface reflectance based on spherical harmonic coefficients. We use the normalised cut method to segment surfaces into different regions depending on their surface reflectance properties. Experiments on samples of bruised fruit illustrate the practical utility of the method.","PeriodicalId":228308,"journal":{"name":"2010 IEEE International Conference on Image Processing","volume":"49 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Detection of skin lesions using diffuse polarisation\",\"authors\":\"Nitya Subramaniam, Gule Saman, E. Hancock\",\"doi\":\"10.1109/ICIP.2010.5651786\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper describes the use of polarisation information for surface inspection. We consider the problem of detecting regions of damage and disease in the skins of different types of fruit and vegetable. We commence by using moments to estimate the components of the polarisation image (mean-intensity, polarisation and phase) from images obtained with multiple polariser angles. Using the polarisation information and the Fresnel theory, we develop a characterisation of the surface reflectance based on spherical harmonic coefficients. We use the normalised cut method to segment surfaces into different regions depending on their surface reflectance properties. Experiments on samples of bruised fruit illustrate the practical utility of the method.\",\"PeriodicalId\":228308,\"journal\":{\"name\":\"2010 IEEE International Conference on Image Processing\",\"volume\":\"49 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-12-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2010 IEEE International Conference on Image Processing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICIP.2010.5651786\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 IEEE International Conference on Image Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIP.2010.5651786","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

本文介绍了偏振信息在表面检测中的应用。我们考虑了在不同类型的水果和蔬菜的皮肤中检测损伤和疾病区域的问题。我们首先使用矩来估计偏振图像的分量(平均强度,偏振和相位),从多个偏振角度获得的图像。利用偏振信息和菲涅耳理论,我们建立了基于球面谐波系数的表面反射率表征。我们使用归一化切割方法将表面分割成不同的区域,这取决于它们的表面反射率。实验结果表明了该方法的实用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Detection of skin lesions using diffuse polarisation
This paper describes the use of polarisation information for surface inspection. We consider the problem of detecting regions of damage and disease in the skins of different types of fruit and vegetable. We commence by using moments to estimate the components of the polarisation image (mean-intensity, polarisation and phase) from images obtained with multiple polariser angles. Using the polarisation information and the Fresnel theory, we develop a characterisation of the surface reflectance based on spherical harmonic coefficients. We use the normalised cut method to segment surfaces into different regions depending on their surface reflectance properties. Experiments on samples of bruised fruit illustrate the practical utility of the method.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信