Literature DB >> 25361496

A lumen detection-based intestinal direction vector acquisition method for wireless endoscopy systems.

Dan Wang, Xiang Xie, Guolin Li, Zheng Yin, Zhihua Wang.   

Abstract

This paper proposes a novel method for acquiring an intestinal direction vector (IDV) based on a single static wireless endoscopic image. The IDV can be used for navigation of wireless capsule endoscopy, and for multicamera microball system, this information can help to select cameras to capture images of the region of interest. Our proposal is based on lumen detection, which involves Bayer-format downsample, adaptive threshold segmentation, and radial texture detection. Then, an IDV calculation method with only one single static image by modeling the small intestine and image capture process is put forward. The performance of the proposed method is verified with experiments based on real digestive tract images and the microball demo system. The lumen detection method achieves 95.5% precision and 98.1% sensitivity. The experimental results in pig intestine show that the error of IDV is limited by a sphere with center (-0.00629, 0.00097, 0.00061) and radius 0.085.

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Year:  2014        PMID: 25361496     DOI: 10.1109/TBME.2014.2365016

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  2 in total

1.  Automatic lumen detection and magnetic alignment control for magnetic-assisted capsule colonoscope system optimization.

Authors:  Sheng-Yang Yen; Hao-En Huang; Gi-Shih Lien; Chih-Wen Liu; Chia-Feng Chu; Wei-Ming Huang; Fat-Moon Suk
Journal:  Sci Rep       Date:  2021-03-19       Impact factor: 4.379

2.  Enabling the future of colonoscopy with intelligent and autonomous magnetic manipulation.

Authors:  James W Martin; Bruno Scaglioni; Joseph C Norton; Venkataraman Subramanian; Alberto Arezzo; Keith L Obstein; Pietro Valdastri
Journal:  Nat Mach Intell       Date:  2020-10-12
  2 in total

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