回顾GIT图像中允许识别异常的特征和元特征

Mikhaylov Dmitry, Zhukov Igor, Konev Vladimir, Starikovskiy Andrey, Khabibullin Timur, Tolstaya Anastasia, Kukushkin Alexander
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引用次数: 18

摘要

无线胶囊内镜是一种新型的胃肠道检查方法,目前需求量很大。它为患者整个消化道的分析提供了快速和舒适。无线内窥镜胶囊专用软件可自动处理显示病变或疑似异常图像的数据。该软件基于对疾病特征的识别。本文描述了胃肠道图像中通道直方图、胃肠道切片直方图、纹理直方图、形态直方图、归一化直方图、直方图分位数和不同图像部分的值计算等特征和元特征,用于识别胃肠道图像的病理和结构变化。作者还提供了使用提出的特性和元特性对软件进行有效性测试的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Review of features and metafeatures allowing recognition of abnormalities in the images of GIT
The wireless capsule endoscopy is a new method of the gastrointestinal tract examination that is now in great demand. It provides fast and comfortable for the patient analysis of the entire digestive tract. Special software for wireless endoscopic capsule allows automated processing of data indicating images with pathologies or suspected abnormality. The software is based on recognition of features denoting the disease. This article provides the description of features and metafeatures allowing recognition of pathologies and structural changes in the images of gastrointestinal tract such as histograms of channels, gastrointestinal tract sections, histograms of texture, form, normalized histogram, histogram quantiles and value calculation for different image parts. Authors also provide the effectiveness testing of software using proposed features and metafeatures.
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