Multiple Infrared Markers Based Real-time Stereo Vision Positioning System for Surgical Navigation

被引:0
|
作者
Zhou, Ping [1 ]
Liu, Yue [1 ]
Wang, Yongtian [1 ]
机构
[1] Beijing Inst Technol, Ctr Res Optoelect Informat Technol & Color Engn, Beijing 100081, Peoples R China
关键词
stereo vision; real-time positioning; multiple infrared markers; surgical navigation;
D O I
暂无
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
This paper studies the development of a real-time stereo vision system to position multiple infrared markers attached to a surgical instrument. A parallel pipeline algorithm in FPGA is developed to recognize the markers in both image planes and give each of them a unique label; the pipeline architecture includes smoothing filter, thresholding, connected component labeling, and centroid extraction. A distortion correction and stereo triangulation method is proposed to position the markers in space, which is carried out by a cross computation mechanism in a dual-core DSP. The proposed system can recognize the 30 coordinates of four infrared markers with a delay of 8.67ms. Furthermore, it is capable of positioning 80 infrared markers at most without frame dropping. The performance of the proposed system can meet the requirements of applications such as surgical navigation which needs high real time capability.
引用
收藏
页码:668 / 672
页数:5
相关论文
共 50 条
  • [21] Design of Real-Time FPGA-based Embedded System for Stereo Vision
    Perri, Stefania
    Frustaci, Fabio
    Spagnolo, Fanny
    Corsonello, Pasquale
    2018 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2018,
  • [22] A stereo vision system for real-time automotive obstacle detection
    Bertozzi, M
    Broggi, A
    Fascioli, A
    INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL II, 1996, : 681 - 684
  • [23] FPGA Design and Implementation of a Real-Time Stereo Vision System
    Jin, S.
    Cho, J.
    Pham, X. D.
    Lee, K. M.
    Park, S. -K.
    Kim, M.
    Jeon, J. W.
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2010, 20 (01) : 15 - 26
  • [24] A real-time vision-based outdoor navigation system for the wheelchair robot
    Qi, Xiaojun
    Ge, Yinbing
    PROCEEDINGS OF THE 12TH IASTED INTERNATIONAL CONFERENCE ON ROBOTICS AND APPLICATIONS, 2006, : 85 - +
  • [25] An adaptive distributed approach for the real-time vision-based navigation system
    Najafi, Majdeddin
    Nadealian, Zahra
    Rahmanian, Shahabuddin
    Ghafarinia, Vahid
    MEASUREMENT, 2019, 145 : 14 - 21
  • [26] Improvements in real-time correlation-based stereo vision
    Hirschmüller, H
    IEEE WORKSHOP ON STEREO AND MULTI-BASELINE VISION, PROCEEDINGS, 2001, : 141 - 148
  • [27] Real-time color stereo vision system for a mobile robot based on field multiplexing
    Matsumoto, Y
    Shibata, T
    Sakai, K
    Inaba, M
    Inoue, H
    1997 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION - PROCEEDINGS, VOLS 1-4, 1997, : 1934 - 1939
  • [28] Smartcam for real-time stereo vision -: Address-event based embedded system
    Schraml, Stephan
    Schoen, Peter
    Milosevic, Nenad
    VISAPP 2007: PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, VOLUME IU/MTSV, 2007, : 466 - +
  • [29] Real-time Lane Detection and Forward Collision Warning System Based on Stereo Vision
    Song, Wenjie
    Fu, Mengyin
    Yang, Yi
    Wang, Meiling
    Wang, Xinyu
    Kornhauser, Alain
    2017 28TH IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV 2017), 2017, : 493 - 498
  • [30] Navigation system based on machine vision of multiple reference markers
    Su, Xiaopeng
    Dong, Wenbo
    Wang, Zhenyu
    Zhou, Yuanyuan
    LIDAR IMAGING DETECTION AND TARGET RECOGNITION 2017, 2017, 10605