无线胶囊内窥镜视频中消化道表面的三维表现

A. Karargyris, O. Karargyris, N. Bourbakis
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引用次数: 18

摘要

无线胶囊内窥镜(WCE)是一种内窥镜技术,使医务人员可以无创地观察消化道。医生可以检测出血液异常、息肉、溃疡和克罗恩病等疾病。在以前的论文中,我们提出了处理这种异常的方法。在本文中,我们提出了一种利用WCE视频的图像(2D)在三维(3D)空间中可视化消化道表面的新方法。目前的胶囊技术具有较低的视频帧率(3帧/秒),因此消化道的3D重建缺乏详细的连贯性。由于这种三维重建是不可行的,所以我们的研究重点是提取和表示消化道表面的纹理,而不是消化道本身。我们的合作医生对这项技术的使用非常赞赏,因为它使他们能够以一种全新的方式观看WCE视频。据我们所知,没有对WCE视频进行过类似的研究。本文还给出了该方法的说明性结果。
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3D Representation of the Digestive Tract Surface in Wireless Capsule Endoscopy Videos
Wireless Capsule Endoscopy (WCE) is an endoscopy technology that allows medical personnel to view the digestive tract non-invasively. Physicians can detect diseases such as blood-based abnormalities, polyps, ulcers and Crohn’s disease. In previous papers we have proposed methodologies that deal with such abnormalities. In the current paper we are proposing a novel approach to visualize the digestive tract surface in the three-dimensional (3D) space using images (2D) of WCE videos. Current capsule technology has a low video frame rate (3 frames/second) and therefore a 3D reconstruction of the digestive tract lacks of detailed coherence. Since such a 3D reconstruction is unfeasible we focused our research on extracting and representing the texture of the surface of the digestive tract in 3D and not the digestive tract itself. The use of this technique has been well appreciated by our collaborating physicians for giving them the ability to view the WCE videos in a new different way. To our knowledge no similar research has been performed on WCE videos. Illustrative results from the methodology are also given in this paper.
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