3D Reconstruction of Colon Segments from Colonoscopy Images

被引:11
作者
Hong, DongHo [1 ]
Tavanapong, Wallapak [1 ]
Wong, Johnny [1 ]
Oh, JungHwan [2 ]
de Groen, Piet C. [3 ]
机构
[1] Iowa State Univ, Dept Comp Sci, Ames, IA 50011 USA
[2] Univ North Texas, Dept Comp Sci & Engn, Denton, TX 76203 USA
[3] Mayo Clin Coll Med, Rochester, MN USA
来源
2009 9TH IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING | 2009年
基金
美国医疗保健研究与质量局; 美国国家科学基金会;
关键词
3D reconstruction; colonoscopy; endoscopy; endoscopy quality;
D O I
10.1109/BIBE.2009.50
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
A new algorithm for reconstruction of a 3D virtual colon segment from an individual image captured from colonoscopy is presented. Colonoscopy is currently the gold standard method for detection and prevention of colorectal cancer. However, the protective effect depends on the amount of colon mucosa that is actually seen by the endoscopist. The proposed algorithm takes contours of colon folds in the image as input and calculates the depth and the slant angle of each fold. Finally, the colon mucosa is created using Cubic Bezier Curve interpolation between the folds. The proposed algorithm is an important step toward 3D reconstruction of the virtual colon from video of an entire colonoscopy procedure. The reconstruction is potentially useful to estimate percent of colon mucosa inspected by the endoscopist.
引用
收藏
页码:53 / +
页数:2
相关论文
共 14 条
  • [1] [Anonymous], COL CANC FACTS FIG 2
  • [2] [Anonymous], 1991, DETECTION TRACKING P
  • [3] Bakstein H, 2002, THIRD WORKSHOP ON OMNIDIRECTIONAL VISION, PROCEEDINGS, P60, DOI 10.1109/OMNVIS.2002.1044492
  • [4] Cohen L., 1989, Proceedings CVPR '89 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.89CH2752-4), P416, DOI 10.1109/CVPR.1989.37880
  • [5] DEGUCHI K, 1996, IEEE SICE RSJ INT C, V8, P321
  • [6] FORSYTH DA, 2002, P 7 EUR C COMP VIS 3, P225
  • [7] Glassner A. S., 1989, INTRO RAY TRACING
  • [8] A generic camera calibration method for fish-eye lenses
    Kannala, J
    Brandt, S
    [J]. PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 1, 2004, : 10 - 13
  • [9] 3D surface reconstruction from endoscopic videos
    Kaufman, Arie
    Wang, Jianning
    [J]. VISUALIZATION IN MEDICINE AND LIFE SCIENCES, 2008, : 61 - +
  • [10] Vision based navigation system for an endoscope
    Khan, GN
    Gillies, DF
    [J]. IMAGE AND VISION COMPUTING, 1996, 14 (10) : 763 - 772