结合区域泛洪和纹理分析的OCT视网膜图像囊肿自动检测

Ana González, Beatriz Remeseiro, M. Ortega, M. G. Penedo, Pablo Charlón
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引用次数: 37

摘要

在这项工作中,光学相干断层扫描(OCT)视网膜图像被自动处理以检测囊肿的存在。该方法由三个阶段组成:划定感兴趣的囊肿搜索区域;采用分水岭算法寻找图像中所有可能符合囊性结构的区域;最后,从上一阶段到最后的分类,对每个区域进行纹理分析。结果表明,该方法的准确率在80%以上。
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Automatic cyst detection in OCT retinal images combining region flooding and texture analysis
In this work Optical Coherence Tomography (OCT) retinal images are automatically processed to detect the presence of cysts. The methodology is composed by three phases: region of interest where cysts will be searched is delimited; a watershed algorithm is applied to find all the possible regions in the image which might conform cystic structures; finally, texture analysis is performed in each region from previous phase to final classification. Results show that accuracy achieved with this method is over 80%.
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