College of Engineering, Assistive Technologies Research Center, Wright State University, Dayton, OH 45435, USA.
IEEE Trans Med Imaging. 2011 Apr;30(4):957-71. doi: 10.1109/TMI.2010.2098882. Epub 2010 Dec 10.
Wireless capsule endoscopy is a revolutionary technology that allows physicians to examine the digestive tract of a human body in the minimum invasive way. Physicians can detect diseases such as blood-based abnormalities, polyps, ulcers, and Crohn's disease. Although this technology is really a marvel of our modern times, currently it suffers from two serious drawbacks: 1) frame rate is low (3 frames/s) and 2) no 3-D representation of the objects is captured from the camera of the capsule. In this paper we offer solutions (methodologies) that deal with each of the above issues improving the current technology without forcing hardware upgrades. These methodologies work synergistically to create smooth and visually friendly interpolated images from consecutive frames, while preserving the structure of the observed objects. They also extract and represent the texture of the surface of the digestive tract in 3-D. Thus the purpose of our methodology is not to reduce the time that the gastroenterologists need to spend to examine the video. On the contrary, the purpose is to enhance the video and therefore improve the viewing of the digestive tract leading to a more qualitative and efficient examination. The proposed work introduces 3-D capsule endoscopy textured results that have been welcomed by Digestive Specialists, Inc., Dayton, OH. Finally, illustrative results are given at the end of the paper.
无线胶囊内窥镜是一项革命性的技术,它允许医生以最小的侵入性方式检查人体的消化道。医生可以检测到血液异常、息肉、溃疡和克罗恩病等疾病。尽管这项技术确实是我们现代的一项奇迹,但目前它存在两个严重的缺点:1)帧率低(3 帧/秒),2)胶囊相机无法捕捉到物体的 3D 表示。在本文中,我们提供了解决方案(方法),这些方法针对上述每个问题进行了改进,在不强制进行硬件升级的情况下改进了现有技术。这些方法协同工作,从连续的帧中创建平滑且视觉友好的插值图像,同时保留观察到的物体的结构。它们还提取并以 3D 形式表示消化道表面的纹理。因此,我们方法的目的不是减少胃肠病学家检查视频所需的时间。相反,目的是增强视频,从而改善消化道的观察,实现更定性和高效的检查。所提出的工作介绍了 3D 胶囊内窥镜纹理结果,这些结果受到了俄亥俄州代顿市消化专家公司的欢迎。最后,本文末尾给出了说明性结果。