Research on the Accuracy and Speed of Three-Dimensional Reconstruction of Liver Surface Based on Binocular Structured Light

被引:7
|
作者
Zhang, Xin [1 ]
Chen, Long [1 ]
Zhang, Fengfeng [1 ,2 ]
Sun, Lining [1 ,2 ]
机构
[1] Soochow Univ, Sch Mech & Elect Engn, Suzhou 215006, Peoples R China
[2] Soochow Univ, Collaborat Innovat Ctr Suzhou Nano Sci & Technol, Suzhou 215123, Peoples R China
关键词
Liver; Surface reconstruction; Three-dimensional displays; Surgery; Image reconstruction; Tumors; Collaboration; Three-dimensional reconstruction; structured light; liver; accuracy; speed; respiratory platform; GPU-CPU; SURGERY; REGISTRATION; ACQUISITION; CALIBRATION; SCANNER; TUMOR;
D O I
10.1109/ACCESS.2020.3048953
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In view of the problem that the doctor cannot quickly obtain the three-dimensional information of the liver surface during the traditional open resection of liver tumor without radiation, a new three-dimensional reconstruction system of liver surface based on binocular structured light is proposed in this paper to obtain three-dimensional information of liver surface rapidly. The hardware construction and software module design of the three-dimensional reconstruction system of the liver surface are carried out. The multi-frequency heterodyne method is proposed to solve the problem of the lack of three-dimensional reconstruction of the liver surface. A GPU-CPU collaborative acceleration method is proposed to speed up the three-dimensional reconstruction of intraoperative liver surface. On this basis, a human respiratory platform is built to simulate the effect of human respiration on three-dimensional reconstruction of the liver surface in a real surgical environment. The accuracy and speed of the system are verified by the liver experiments: The errors of three-dimensional reconstruction of liver surface at expiratory peak and inspiratory peak are 0.78 +/- 0.18mm and 0.92 +/- 0.21 mm, respectively. The average time required for three-dimensional reconstruction of liver surface based on GPU-CPU collaborative calculation is 3.93s. The speed of three-dimensional reconstruction of liver surface based on GPU-CPU collaborative calculation is 52% faster than that of three-dimensional reconstruction of liver surface based on CPU. It can be seen that the system has high accuracy and fast speed, which can meet the basic needs of the doctor in surgery.
引用
收藏
页码:87592 / 87610
页数:19
相关论文
共 50 条
  • [1] Three-dimensional reconstruction based on binocular structured light with an error point filtering strategy
    Li, Xinyu
    Yang, Kai
    Wan, Yingying
    Bai, Zijian
    Liu, Yunxuan
    Wang, Yong
    Xie, Liming
    [J]. OPTICAL ENGINEERING, 2024, 63 (03)
  • [2] Three-Dimensional Surface Reconstruction Based on Binocular Vision
    Zeng Chao
    Luo Wei
    Shao Hongwei
    Lu Hong
    [J]. 2017 2ND INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION ENGINEERING (ICRAE), 2017, : 389 - 393
  • [3] Ice surface profile three-dimensional reconstruction based on line structured light
    Zhou Qingqing
    Zhu Gengming
    [J]. 3RD INTERNATIONAL CONFERENCE ON INNOVATION IN ARTIFICIAL INTELLIGENCE (ICIAI 2019), 2019, : 33 - 38
  • [4] Research on three-dimensional Reconstruction Method Based on Binocular Vision
    Li, Jinlin
    Wang, Zhihui
    Wang, Minjun
    [J]. MIPPR 2017: PATTERN RECOGNITION AND COMPUTER VISION, 2017, 10609
  • [5] Three-dimensional reconstruction of mobile binocular stereo vision based on push-broom line structured light for a workpiece surface
    Wang, Yue
    Han, Xueyou
    Rui, Jing
    Zhang, Hailan
    Yin, Lei
    Zhang, Xuefeng
    Wang, Xiangjun
    [J]. Journal of the Optical Society of America A: Optics and Image Science, and Vision, 2023, 40 (11): : 2096 - 2107
  • [6] Three-dimensional reconstruction of mobile binocular stereo vision based on push-broom line structured light for a workpiece surface
    Wang, Yue
    Han, Xueyou
    Rui, Jing
    Zhang, Hailan
    Yin, Lei
    Zhang, Xuefeng
    Wang, Xiangjun
    [J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2023, 40 (11) : 2096 - 2107
  • [7] Three-Dimensional Microscopic Image Reconstruction Based on Structured Light Illumination
    Shi, Taichu
    Qi, Yang
    Zhu, Cheng
    Tang, Ying
    Wu, Ben
    [J]. SENSORS, 2021, 21 (18)
  • [8] Optical three-dimensional shape measurement based on structured light and a binocular vision system
    Yang, DongSheng
    Gao, TianHan
    Lu, Feng
    [J]. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2022, 39 (11) : 2009 - 2015
  • [9] Three-dimensional Reconstruction based on Quadrotors with Binocular Vision
    Shen, Yong
    Yu, Youling
    Bi, Danyu
    Melchiorri, Claudio
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON INTELLIGENT CONTROL AND COMPUTER APPLICATION, 2016, 30 : 48 - 52
  • [10] Three-Dimensional Reconstruction of Welding Pool Surface by Binocular Vision
    Zunan Gu
    Ji Chen
    Chuansong Wu
    [J]. Chinese Journal of Mechanical Engineering, 2021, 34