一种用于无线胶囊内窥镜视频的弹性视频插值方法

A. Karargyris, N. Bourbakis
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引用次数: 4

摘要

无线胶囊内窥镜(WCE)是一种流行的诊断技术,它使胃肠病学家能够观察人类消化道,特别是小肠,寻找各种异常,如血液异常、溃疡和息肉。该技术捕获的视频包含大约50,000帧,使其检查成为一项非常繁琐的任务。由于功耗的原因,帧被采取的速率非常低(3帧/秒)。这对捕获视频的平滑性和观察对象的一致性有负面影响。本文提出了一种复杂的视频插值方法,用于从连续帧中创建平滑且视觉上令人愉悦的中间图像,同时保留观察对象的结构。它利用了各个领域的技术和概念,如光流和弹性。本文还给出了该方法的说明结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Elastic Video Interpolation Methodology for Wireless Capsule Endoscopy Videos
Wireless Capsule Endoscopy (WCE) is a popular diagnostic technology that enables gastroenterologists to view the human digestive tract and more particularly, the small bowel, searching for various abnormalities like blood-based abnormalities, ulcers and polyps. This technology captures videos that consist of approximately 50,000 frames making its examination a very tedious task. For power consumption reasons the rate at which the frames are taken is extremely low (3 frames / second). This has a negative effect on the smoothness of the captured video and the consistency of the observed objects. This paper proposes a sophisticated video interpolation methodology for creating smooth and visually pleasing intermediate images from consecutive frames, while preserving the structure of the observed objects. It utilizes techniques and concepts from various fields such as optical flow and elasticity. Illustrative results of the methodology are also given in this paper.
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