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Stitching Capsule Endoscopic Images Using Phase Correlation: A Preliminary Study

机译:使用相位相关性缝合胶囊内窥镜图像的初步研究

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摘要

Image stitching is useful for variety of tasks in medical imaging applications. In this study, a method for stitching wireless capsule endoscopy (WCE) frames is proposed. Assumed Euclidean deformation parameters are estimated by rotating the second image and computing the peak value of phase correlation with the first image. Finally, WCE frames are stitched into a flat panorama using (1) Frame to Frame Linking, and (2) Repetitive Mosaic processing with cosine fall-off blending. Experiments with five sets (each has six sequential but non-adjacent frames) images from one capsule endoscopic video show promising outcome.
机译:图像拼接对于医学成像应用中的各种任务很有用。在这项研究中,提出了一种缝合无线胶囊内窥镜(WCE)框架的方法。通过旋转第二张图像并计算与第一张图像的相位相关的峰值来估计欧几里德变形参数。最后,使用(1)帧到帧链接和(2)具有余弦衰减混合的重复马赛克处理,将WCE帧缝合到平坦的全景图中。来自一个胶囊内窥镜视频的五组(每组都有六个连续但不相邻的帧)图像的实验显示出令人鼓舞的结果。

著录项

  • 来源
    《電子情報通信学会技術研究報告》 |2009年第385期|p.461-466|共6页
  • 作者单位

    Graduate School of Engineering, Nagoya University, Nagoya 464-8603, Japan,The Innovative Research Center for Preventive Medical Engineering (PME), Nagoya University,Nagoya, Japan;

    Graduate School of Information Science, Nagoya University, Nagoya 464-8603, Japan,The Innovative Research Center for Preventive Medical Engineering (PME), Nagoya University,Nagoya, Japan;

    Graduate School of Information Science, Nagoya University, Nagoya 464-8603, Japan,The Innovative Research Center for Preventive Medical Engineering (PME), Nagoya University,Nagoya, Japan;

    Graduate School of Information Science, Nagoya University, Nagoya 464-8603, Japan,The Innovative Research Center for Preventive Medical Engineering (PME), Nagoya University,Nagoya, Japan;

    School of Information Science and Technology, Chukyo University, Toyota 470-0393, Japan,The Innovative Research Center for Preventive Medical Engineering (PME), Nagoya University,Nagoya, Japan;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    phase correlation; euclidean transformation; flat panorama; weighted average blending;

    机译:相位相关欧氏变换平面全景;加权平均混合;
  • 入库时间 2022-08-18 00:34:54

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