STEREO VIDEO ANALYSIS FOR INSTRUMENT TRACKING IN IMAGE-GUIDED SURGERY

被引:0
作者
Wang, Congcong [1 ]
Palomar, Rafael [1 ,2 ]
Cheikh, Faouzi Alaya [1 ]
机构
[1] Gjovik Univ Coll, Norwegian Colour & Visual Comp Lab, N-2815 Gjovik, Norway
[2] Oslo Univ Hosp, Intervent Ctr, N-0027 Oslo, Norway
来源
2014 5TH EUROPEAN WORKSHOP ON VISUAL INFORMATION PROCESSING (EUVIP 2014) | 2014年
关键词
Medical image processing; instrument tracking; color based object tracking; stereo vision; disparity map; SURGICAL-INSTRUMENTS;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Visual information obtained from endoscopy in laparoscopic surgery plays an important role in surgery navigation and provides a mean for efficient and effective image-based instrument tracking. Instrument tracking based on monocular vision is a well-researched field, in recent years, stereo vision based techniques have attracted the interests of the academic community. In this work, we propose two frameworks for instrument tracking based on stereo vision. We implemented these two frameworks and evaluated the tracking accuracy via comparison with an optical tracking system (OTS) employed regularly in surgery. Our results show the high potential of these methods for tracking instruments in laparoscopic surgical procedures.
引用
收藏
页数:6
相关论文
共 21 条
  • [1] In-vivo real-time tracking of surgical instruments in endoscopic video
    Bouarfa, Loubna
    Akman, Oytun
    Schneider, Armin
    Jonker, Pieter P.
    Dankelman, Jenny
    [J]. MINIMALLY INVASIVE THERAPY & ALLIED TECHNOLOGIES, 2012, 21 (03) : 129 - 134
  • [2] Cano AM, 2009, IFMBE PROC, V22, P923
  • [3] Cano AM, 2006, LECT NOTES COMPUT SC, V4072, P142
  • [4] A PROCEDURE FOR DETERMINING RIGID-BODY TRANSFORMATION PARAMETERS
    CHALLIS, JH
    [J]. JOURNAL OF BIOMECHANICS, 1995, 28 (06) : 733 - 737
  • [5] Climent J., 2004, ELECT LETT COMPUTER, V4, P21, DOI DOI 10.5565/REV/ELCVIA.70
  • [6] Real-time segmentation of surgical instruments inside the abdominal cavity using a joint hue saturation color feature
    Doignon, C
    Graebling, P
    de Mathelin, M
    [J]. REAL-TIME IMAGING, 2005, 11 (5-6) : 429 - 442
  • [7] Doignon C, 2008, LECT NOTES ELECTR EN, V8, P79
  • [8] Geiger A, 2011, LECT NOTES COMPUT SC, V6492, P25, DOI 10.1007/978-3-642-19315-6_3
  • [9] Haase S, 2013, IEEE WORK APP COMP, P449, DOI 10.1109/WACV.2013.6475053
  • [10] A four-step camera calibration procedure with implicit image correction
    Heikkila, J
    Silven, O
    [J]. 1997 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, 1997, : 1106 - 1112