Robust distortion correction of endoscope

被引:1
|
作者
Li, Wenjing [1 ]
Nie, Sixiang [1 ]
Soto-Thompson, Marcelo [1 ]
Chen, Chao-, I [2 ]
A-Rahim, Yousif I. [3 ]
机构
[1] STI Med Syst, 733 Bishop St, Honolulu, HI 96813 USA
[2] Univ Calif Santa Barbara, Dept Comp Sci, Santa Barbara, CA 93106 USA
[3] Univ Hawaii, Dept Internal Med, John A Burns Sch Med, Honolulu, HI 96813 USA
关键词
calibration; endoscopic procedures; enhanced reality;
D O I
10.1117/12.769243
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Endoscopic images suffer from a fundamental spatial distortion due to the wide angle design of the endoscope lens. This barrel-type distortion is an obstacle for subsequent Computer Aided Diagnosis (CAD) algorithms and should be corrected. Various methods and research models for the barrel-type distortion correction have been proposed and studied. For industrial applications, a stable, robust method with high accuracy is required to calibrate the different types of endoscopes in an easy of use way. The correction area shall be large enough to cover all the regions that the physicians need to see. In this paper, we present our endoscope distortion correction procedure which includes data acquisition, distortion center estimation, distortion coefficients calculation, and look-up table (LUT) generation. We investigate different polynomial models used for modeling the distortion and propose a new one which provides correction results with better visual quality. The method has been verified with four types of colonoscopes. The correction procedure is currently being applied on human subject data and the coefficients are being utilized in a subsequent 3D reconstruction project of colon.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] CORRECTION OF DISTORTION IN ENDOSCOPE IMAGES
    SMITH, WE
    VAKIL, N
    MAISLIN, SA
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 1992, 11 (01) : 117 - 122
  • [2] Automatic Radial Distortion Correction for Endoscope Image
    Cong, Weijian
    Yang, Jian
    Deng, Weijiang
    Zhu, Jianjun
    [J]. 2013 6TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), VOLS 1-3, 2013, : 932 - 937
  • [3] Image distortion correction for wireless capsule endoscope
    Hu, C
    Meng, M
    Liu, PXP
    Wang, X
    [J]. 2004 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1- 5, PROCEEDINGS, 2004, : 4718 - 4723
  • [4] A NEW METHOD FOR DISTORTION CORRECTION OF ELECTRONIC ENDOSCOPE IMAGES
    HANEISHI, H
    YAGIHASHI, Y
    MIYAKE, Y
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 1995, 14 (03) : 548 - 555
  • [5] Study on correction of distortion in medical electronic endoscope image
    Xie, HB
    Chen, DQ
    Xu, Z
    Yu, DQ
    [J]. MEDICAL IMAGE ACQUISITION AND PROCESSING, 2001, 4549 : 69 - 74
  • [6] System for Robust Bronchoscopic Video Distortion Correction
    Flood, Brett
    Rai, Lav
    Higgins, William E.
    [J]. MEDICAL IMAGING 2011: VISUALIZATION, IMAGE-GUIDED PROCEDURES, AND MODELING, 2011, 7964
  • [7] ROBUST RADIAL DISTORTION CORRECTION BASED ON ALTERNATE OPTIMIZATION
    Andrade, Juan
    Karam, Lina J.
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2016, : 2956 - 2960
  • [8] Robust Radial Distortion Correction from a Single Image
    Li, Le
    Liu, Weibin
    Xing, Weiwei
    [J]. 2017 IEEE 15TH INTL CONF ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, 15TH INTL CONF ON PERVASIVE INTELLIGENCE AND COMPUTING, 3RD INTL CONF ON BIG DATA INTELLIGENCE AND COMPUTING AND CYBER SCIENCE AND TECHNOLOGY CONGRESS(DASC/PICOM/DATACOM/CYBERSCI, 2017, : 766 - 772
  • [9] Distortion correction and robust tensor estimation for MR diffusion imaging
    Mangin, JF
    Poupon, C
    Clark, C
    Le Bihan, D
    Bloch, I
    [J]. MEDICAL IMAGE ANALYSIS, 2002, 6 (03) : 191 - 198
  • [10] Endoscope Distortion Correction Does Not (Easily) Improve Mucosa-Based Classification of Celiac Disease
    Haemmerle-Uhl, Jutta
    Hoeller, Yvonne
    Uhl, Andreas
    Vecsei, Andreas
    [J]. MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2012, PT III, 2012, 7512 : 574 - 581