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Detection of Gastrointestinal Disease in Endoscope Imaging System

机译:内窥镜成像系统中胃肠道疾病的检测

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Conventionally, endoscopy produced a scanning result video which provides information in medical diagnosis. The advanced in computer and image processing technology have allowed the video captured being converted into series of images for further processing. Therefore, the focus of this research is to help physician in gastrointestinal disease detection by providing assistant tool in diagnosis process. By using structural similarity technique as pre-processing, image normalization is used to enhance the image quality, and use the colour feature analysis as the detecting tool. As the result, the lengthy endoscopic video can be reduced up to 70% and the system developed has the capability to highlight the suspected area as the reminder for physician in diagnosis.
机译:常规地,内窥镜检查产生扫描结果视频,其提供医学诊断信息。计算机和图像处理技术的先进性已使捕获的视频被转换成一系列图像以进行进一步处理。因此,本研究的重点是通过在诊断过程中提供辅助工具来帮助医师进行胃肠疾病的检测。通过使用结构相似性技术进行预处理,图像归一化可提高图像质量,并将颜色特征分析用作检测工具。结果,可以将最长的内窥镜视频减少多达70%,并且开发的系统具有突出显示可疑区域的能力,可以提醒医生进行诊断。

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