Two Dimensional Position-Based Visual Servoing for Soft Tissue Endomicroscopy

被引:7
|
作者
Xu, Xingfeng [1 ]
Tang, Rongnian [2 ]
Gong, Lun [1 ]
Chen, Baojun [1 ]
Zuo, Siyang [1 ]
机构
[1] Tianjin Univ, Key Lab Mech Theory & Equipment Design, Minist Educ, Tianjin 300072, Peoples R China
[2] Hainan Univ, Sch Mech & Elect Engn, Haikou 570228, Hainan, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Visual servoing; computer vision for medical robotics; probe-based laser confocal endomicroscopy; tissue deformation; CONFOCAL ENDOMICROSCOPY;
D O I
10.1109/LRA.2021.3084885
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Probe-based confocal laser endomicroscopy (pCLE) is a vital technology to realize in-vivo imaging of the organ surface in real-time. However, the field of view (FOV) of pCLE is too small to get a full picture of targeted tissues for diagnosing. It is recognized that collecting the image stream and assembling the images in a large mosaic can overcome FOV limitations. Many studies have been carried out to develop robust and fast methods for image processing to get a clear mosaic. However, it is still difficult to obtain high-quality images consistently due to the presence of tissue deformations on soft tissue surfaces. The control of probe movement is still a key research challenge. In this work, a position-based visual servoing scheme is proposed to achieve high accuracy and gap-less mosaics for soft tissue endomicroscopy. Experimental results show that the proposed control scheme with visual servoing can obtain a large and accurate spiral mosaic (approximately 7 mm(2)) without gaps. Compared to open-loop control, the obtained trajectory better matches with the target one, with the error of circular trajectory reduced by 31.79% and the error of spiral trajectory reduced by 46.86% on average. The proposed control scheme has a high potential to achieve a large and accurate mosaic for soft tissue endomicroscopy.
引用
收藏
页码:5728 / 5735
页数:8
相关论文
共 50 条
  • [31] Novel Position-Based Visual Servoing Approach to Robust Global Stability Under Field-of-View Constraint
    Park, Do-Hwan
    Kwon, Jeong-Hoon
    Ha, In-Joong
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2012, 59 (12) : 4735 - 4752
  • [32] OPTIMAL ERROR-CLAMPING DESIGN FOR POSITION-BASED VISUAL SERVOING OF A 2-DOF MODEL HELICOPTER
    Alizadeh, M.
    Ratanasawanya, C.
    Mehrandezh, M.
    Paranjape, R.
    [J]. PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2011, VOL 3, PTS A AND B, 2012, : 983 - 989
  • [33] Switching target in position-based visual servoing for collision-free underwater docking of an autonomous underwater vehicle
    Yahya, Mohd Faid
    Arshad, Mohd Rizal
    [J]. INDIAN JOURNAL OF GEO-MARINE SCIENCES, 2017, 46 (12) : 2452 - 2460
  • [34] Position-Based Skinning for Soft Articulated Characters
    Abu Rumman, Nadine
    Fratarcangeli, Marco
    [J]. COMPUTER GRAPHICS FORUM, 2015, 34 (06) : 240 - 250
  • [35] Algorithm of position-based dynamics and cutting simulation for soft tissue using tetrahedral mesh
    School of Computer Science and Engineering, Beijing University of Aeronautics and Astronautics, Beijing
    100191, China
    [J]. Beijing Hangkong Hangtian Daxue Xuebao, 7 (1343-1352):
  • [36] A position-based visual impedance control for robot manipulators
    Lippiello, Vincenzo
    Siciliano, Bruno
    Villani, Luigi
    [J]. PROCEEDINGS OF THE 2007 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-10, 2007, : 2068 - +
  • [37] Mobile Robot Regulation with Position Based Visual Servoing
    Al-Shanoon, Abdulrahman
    Tan, Aaron Hao
    Lang, Haoxiang
    Wang, Ying
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND VIRTUAL ENVIRONMENTS FOR MEASUREMENT SYSTEMS AND APPLICATIONS (CIVEMSA), 2018,
  • [38] A Novel Position-Based Visual Servoing Approach for Robust Global Stability with Feature Points Kept within The Field-of-View
    Ha, In-Joong
    Park, Do-Hwan
    Kwon, Jeong-Hun
    [J]. 11TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION (ICARCV 2010), 2010, : 1458 - 1465
  • [39] Three dimensional position control of a parallel micromanipulator using visual servoing
    Kallio, P
    Zhou, Q
    Korpinen, J
    Koivo, H
    [J]. MICROROBOTICS AND MICROASSEMBLY II, 2000, 4194 : 103 - 111
  • [40] Real-to-Sim Registration of Deformable Soft Tissue with Position-Based Dynamics for Surgical Robot Autonomy
    Liu, Fei
    Li, Zihan
    Han, Yunhai
    Lu, Jingpei
    Richter, Florian
    Yip, Michael C.
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2021), 2021, : 12328 - 12334