A Real-Time 3D Laparoscopic Imaging System: Design, Method, and Validation

被引:14
|
作者
Sui, Congying [1 ,2 ]
Wu, Jiahao [1 ,2 ]
Wang, Zerui [1 ,2 ]
Ma, Gan [1 ,2 ]
Liu, Yun-Hui [1 ,2 ]
机构
[1] Chinese Univ Hong Kong, T Stone Robot Inst, Hong Kong, Peoples R China
[2] Chinese Univ Hong Kong, Dept Mech & Automat Engn, Hong Kong, Peoples R China
关键词
3D laparoscopic imaging system; robot-aided surgery; 3D surface reconstruction; SHAPE MEASUREMENT; RECONSTRUCTION; PROBE;
D O I
10.1109/TBME.2020.2968488
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Objective: This paper aims to propose a 3D laparoscopic imaging system that can realize dense 3D reconstruction in real time. Methods: Based on the active stereo technique which yields high-density, accurate and robust 3D reconstruction by combining structured light and stereo vision, we design a laparoscopic system consisting of two image feedback channels and one pattern projection channel. Remote high-speed image acquisition and pattern generation lay the foundation for the real-time dense 3D surface reconstruction and enable the miniaturization of the laparoscopic probe. To enhance the reconstruction efficiency and accuracy, we propose a novel active stereo method by which the dense 3D point cloud is obtained using only five patterns, while most existing multiple-shot structured light techniques require 10-40 patterns. In our method, dual-frequency phase-shifting fringes are utilized to uniquely encode the pixels of the measured targets, and a dual-codeword matching scheme is developed to simplify the matching procedure and achieve high-precision reconstruction. Results: Compared with the existing structured light techniques, the proposed method shows better real-time efficiency and accuracy in both quantitative and qualitative ways. Ex-vivo experiments demonstrate the robustness of the proposed method to different biological organs and the effectiveness to lesions and deformations of the organs. Feasibility of the proposed system for realtime dense 3D reconstruction is verified in dynamic experiments. According to the experimental results, the system acquires 3D point clouds with a speed of 12 frames per second. Each frame contains more than 40,000 points, and the average errors tested on standard objects are less than 0.2 mm. Significance: This paper provides a new real-time dense 3D reconstruction method for 3D laparoscopic imaging. The established prototype system has shown good performance in reconstructing surface of biological tissues.
引用
收藏
页码:2683 / 2695
页数:13
相关论文
共 50 条
  • [1] Design of an architecture for real-time 3D PET imaging
    Di Sciascio, E
    Manni, AR
    Guzzardi, R
    [J]. REAL-TIME IMAGING, 1998, 4 (04) : 255 - 262
  • [2] Real-time 3D Laparoscopic ultrasonography
    Light, ED
    Idriss, SF
    Sullivan, KF
    Wolf, PD
    Smith, SW
    [J]. ULTRASONIC IMAGING, 2005, 27 (03) : 129 - 144
  • [3] Real-time 3D ultrasound imaging
    Ponomaryov, VI
    Sansores-Pech, R
    Gallegos-Funes, F
    [J]. Real-Time Imaging IX, 2005, 5671 : 19 - 29
  • [4] 3D MR imaging in real-time
    Guttman, MA
    McVeigh, ER
    [J]. MEDICAL IMAGING 2001: VISUALIZATION, DISPLAY, AND IMAGE-GUIDED PROCEDURES, 2001, 4319 : 394 - 400
  • [5] Real-time 3D ladar imaging
    Cho, Peter
    Anderson, Hyrum
    Hatch, Robert
    Ramaswami, Prern
    [J]. SIGNAL PROCESSING, SENSOR FUSION, AND TARGET RECOGNITION XV, 2006, 6235
  • [6] A light modulation/demodulation method for real-time 3D imaging
    Chen, Q
    Wada, T
    [J]. FIFTH INTERNATIONAL CONFERENCE ON 3-D DIGITAL IMAGING AND MODELING, PROCEEDINGS, 2005, : 15 - 21
  • [7] A real-time freehand 3D ultrasound imaging method for scoliosis assessment
    Jiang, Weiwei
    Chen, Xianting
    Yu, Chaohao
    [J]. JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2022, 23 (08):
  • [8] Real-time 3D video imaging with adaptive phase unwrapping method
    Xiang, Wang
    [J]. DIMENSIONAL OPTICAL METROLOGY AND INSPECTION FOR PRACTICAL APPLICATIONS XI, 2022, 12098
  • [9] Real-time capturing and 3D visualization method based on integral imaging
    Kim, Jonghyun
    Jung, Jae-Hyun
    Jang, Changwon
    Lee, Byoungho
    [J]. OPTICS EXPRESS, 2013, 21 (16): : 18742 - 18753
  • [10] STEREOSCOPIC DISPLAY OF REAL-TIME 3D IMAGING
    FISHMAN, EK
    CABRAL, B
    KULICK, T
    HEATH, DG
    [J]. RADIOLOGY, 1995, 197 : 539 - 539