Reflective-AR Display: An Interaction Methodology for Virtual-to-Real Alignment in Medical Robotics

被引:22
作者
Fotouhi, Javad [1 ,2 ]
Unberath, Mathias [1 ,2 ]
Navab, Nassir [1 ,2 ,5 ]
Song, Tianyu [2 ]
Mehrfard, Arian [2 ]
Taylor, Giacomo [1 ,2 ,3 ]
Wang, Qiaochu [2 ]
Xian, Fengfan [2 ]
Martin-Gomez, Alejandro [2 ]
Fuerst, Bernhard [3 ]
Armand, Mehran [4 ]
机构
[1] Johns Hopkins Univ, Dept Comp Sci, Baltimore, MD 21218 USA
[2] Johns Hopkins Univ, Lab Comp Aided Med Procedures, Baltimore, MD 21218 USA
[3] Verb Surgical Inc, Mountain View, CA 94043 USA
[4] Johns Hopkins Univ, Appl Phys Lab, Baltimore, MD 21218 USA
[5] Tech Univ Munich, Lab Comp Aided Med Pro edures, D-80333 Munich, Germany
关键词
Surgical robotics; laparoscopy; computer vision for medical robotics; augmented reality; AUGMENTED REALITY; SURGERY;
D O I
10.1109/LRA.2020.2972831
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Robot-assisted minimally invasive surgery has shown to improve patient outcomes, as well as reduce complications and recovery time for several clinical applications. While increasingly configurable robotic arms can maximize reach and avoid collisions in cluttered environments, positioning them appropriately during surgery is complicated because safety regulations prevent automatic driving. We propose a head-mounted display (HMD) based augmented reality (AR) system designed to guide optimal surgical arm set up. The staff equipped with HMD aligns the robot with its planned virtual counterpart. In this user-centric setting, the main challenge is the perspective ambiguities hindering such collaborative robotic solution. To overcome this challenge, we introduce a novel registration concept for intuitive alignment of AR content to its physical counterpart by providing a multi-view AR experience via reflective-AR displays that simultaneously show the augmentations from multiple viewpoints. Using this system, users can visualize different perspectives while actively adjusting the pose to determine the registration transformation that most closely superimposes the virtual onto the real. The experimental results demonstrate improvement in the interactive alignment of a virtual and real robot when using a reflective-AR display. We also present measurements from configuring a robotic manipulator in a simulated trocar placement surgery using the AR guidance methodology.
引用
收藏
页码:2722 / 2729
页数:8
相关论文
共 23 条
  • [1] Patient Positioning and Port Placement for Robot-Assisted Surgery
    Chang, Charles
    Steinberg, Zoe
    Shah, Anup
    Gundeti, Mohan S.
    [J]. JOURNAL OF ENDOUROLOGY, 2014, 28 (06) : 631 - 638
  • [2] Dünser A, 2011, HANDBOOK OF AUGMENTED REALITY, P289, DOI 10.1007/978-1-4614-0064-6_13
  • [3] KNOWLEDGE-BASED AUGMENTED REALITY
    FEINER, S
    MACINTYRE, B
    SELIGMANN, D
    [J]. COMMUNICATIONS OF THE ACM, 1993, 36 (07) : 53 - 62
  • [4] Interactive Flying Frustums (IFFs): spatially aware surgical data visualization
    Fotouhi, Javad
    Unberath, Mathias
    Song, Tianyu
    Gu, Wenhao
    Johnson, Alex
    Osgood, Greg
    Armand, Mehran
    Navab, Nassir
    [J]. INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2019, 14 (06) : 913 - 922
  • [5] Henderson SJ, 2011, INT SYM MIX AUGMENT
  • [6] Set-up and docking of the da Vinci® surgical system: prospective analysis of initial experience
    Iranmanesh, Pouya
    Morel, Philippe
    Wagner, Oliver J.
    Inan, Ihsan
    Pugin, Francois
    Hagen, Monika E.
    [J]. INTERNATIONAL JOURNAL OF MEDICAL ROBOTICS AND COMPUTER ASSISTED SURGERY, 2010, 6 (01) : 57 - 60
  • [7] Robotic-assisted laparoscopy in reproductive surgery: a contemporary review
    Jayakumaran J.
    Patel S.D.
    Gangrade B.K.
    Narasimhulu D.M.
    Pandian S.R.
    Silva C.
    [J]. Journal of Robotic Surgery, 2017, 11 (2) : 97 - 109
  • [8] Juza R.M., 2018, LAPAROSCOPIC ROBOTIC, P103
  • [9] What are the reasons for a longer operation time in robotic gastrectomy than in laparoscopic gastrectomy for stomach cancer?
    Liu, Heli
    Kinoshita, Takahiro
    Tonouchi, Akiko
    Kaito, Akio
    Tokunaga, Masanori
    [J]. SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES, 2019, 33 (01): : 192 - 198
  • [10] Martin-Gomez A, 2019, 2019 26TH IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES (VR), P735, DOI [10.1109/vr.2019.8798135, 10.1109/VR.2019.8798135]