| 纹理分析在生物组织光学相干层析图像信息提取和特征识别中的应用 |
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| 引用本文： | 梁艳梅,张舒.纹理分析在生物组织光学相干层析图像信息提取和特征识别中的应用[J].激光与光电子学进展,2011(1):22-29. |
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| 作者姓名： | 梁艳梅 张舒 |
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| 作者单位： | 南开大学现代光学研究所光电信息技术科学教育部重点实验室; |
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| 基金项目： | 国家自然科学基金(60677012,60637020); 天津市应用基础与前沿技术研究计划重点项目(09JCZDJC18300)资助课题 |
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| 摘 要： | 随着光学相干层析(OCT)技术在生物医学成像领域日趋广泛的应用,分析和提取OCT图像中所包含的生物组织信息、对相关特征加以识别,并最终应用于疾病的辅助诊断和诊疗效果的追踪,已经成为一个重要的研究方向.国内外研究者就此提出了多种不同的方法,其中纹理分析方法得到了最为充分的研究,显示出良好的实用性.对纹理分析在生物组织光学...
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| 关 键 词： | 生物光学 光学相干层析 信息提取和特征识别 纹理分析 共生矩阵 机器识别 |
Texture Analysis for Information Extraction and Feature Recognition in Optical Coherence Tomography Images |
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| Liang Yanmei Zhang Shu.Texture Analysis for Information Extraction and Feature Recognition in Optical Coherence Tomography Images[J].Laser & Optoelectronics Progress,2011(1):22-29. |
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| Authors: | Liang Yanmei Zhang Shu |
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| Institution: | Liang Yanmei Zhang Shu(Key Laboratory of Opto-Electronic Information Science and Technology,Education Ministry of China,Institute of Modern Optics,Nankai University,Tianjin 300071,China) |
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| Abstract: | With the development of the optical coherence tomography(OCT) in the field of bio-medical imaging,computer-aided medical diagnosis and treatment effectiveness evaluation by means of the relevant tissue features reflected in the OCT image,has attracted much attention.Among methods aimed at the information extraction and feature recognition in OCT images,texture analysis has already been covered thoroughly and showed a good feasibility.In this paper,we concentrate on the characteristics and applications of va... |
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| Keywords: | bio-optics optical coherence tomography information extraction and feature recognition texture analysis co-occurrence matrices machine recognition |
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