Interactive System Based on Leap Motion for 3D Medical Model

被引:2
|
作者
Xiao, Ruoxiu [1 ]
Wang, Jiayu [1 ]
Zhang, Tao [2 ]
Meng, Ke [3 ]
Cao, Liqun [4 ]
Ren, He [5 ]
机构
[1] Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R China
[2] Chinese Peoples Liberat Army Gen Hosp, Dept Thorac Surg, Med Ctr 1, Beijing 100853, Peoples R China
[3] Chinese Peoples Liberat Army Gen Hosp, Med Ctr 1, Dept Gastroenterol & Hepatol, Beijing 100853, Peoples R China
[4] Chinese Peoples Liberat Army Gen Hosp, Med Ctr 6, Med Dept Ophthalmol, Beijing 100048, Peoples R China
[5] Chinese Peoples Liberat Army Gen Hosp, Med Ctr 6, Ultrasound Dept, Beijing 100048, Peoples R China
基金
北京市自然科学基金;
关键词
Sterile Operating Environment; Human-computer Interaction; Gesture Recognition;
D O I
10.4028/www.scientific.net/JBBBE.51.131
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
An interactive visualization of the patients' 3D medical anatomical model as guide is often helpful for doctors during complex surgery. However, there are certain limitations according to the actual requirements of building sterile operating environment. Traditional human-computer interaction tools (mouse and keyboard) must be disinfected regularly and cannot be used in the process. A noncontact gesture control medical model based on Leap Motion is proposed in this study. The gesture is recognized and localized without using mouse and keyboards through a binocular camera assembled on Leap Motion. Hence, the model is directly controlled by the gesture to complete the operation of rotation, zoom, and other functions. In this study, a 3D heart model is combined with pseudo-color processing technology to enhance the observability of its 3D structure. Gesture recognition technology is then utilized to control the rendered model as rotation and zoom. Experimental results show that our system has an absolute accuracy in recognizing circle, swipe, and other actions. Thus, rotation is proposed as a new motion that can be identified steadily. Rotation plays an essential role in usability, intuition, and interactive efficiency of future system design. The system is applicable to sterile operating environments due to its stable recognition process and small space occupation.
引用
收藏
页码:131 / 140
页数:10
相关论文
共 50 条
  • [41] Hand Motion Capture from a 3D Leap Motion Controller for a Musculoskeletal Dynamic Simulation
    Fonk, Robin
    Schneeweiss, Sean
    Simon, Ulrich
    Engelhardt, Lucas
    SENSORS, 2021, 21 (04) : 1 - 14
  • [42] Model-based estimation of 3D human motion
    Kakadiaris, I
    Metaxas, D
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2000, 22 (12) : 1453 - 1459
  • [43] Leap Motion® : Signal Preservation and Medical Training System
    Pongpanitanont, Pongphan
    Charoensuk, Warakom
    2014 7TH BIOMEDICAL ENGINEERING INTERNATIONAL CONFERENCE (BMEICON), 2014,
  • [44] Segmentation and Recognition of Text Written in 3D using Leap Motion Interface
    Agarwal, Chelsi
    Dogra, Debi Prosad
    Saini, Rajkumar
    Roy, Partha Pratim
    PROCEEDINGS 3RD IAPR ASIAN CONFERENCE ON PATTERN RECOGNITION ACPR 2015, 2015, : 539 - 543
  • [45] Interactive Manipulation and Visualization of a Deformable 3D Organ Model for Medical Diagnostic Support
    Lee, Hyong-Euk
    Kang, Nahyup
    Han, Jae-Joon
    Kim, Ji-Yeon
    Kim, Kyung Hwan
    Kim, James D. K.
    Kim, ChangYeong
    2013 IEEE CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE (CCNC), 2013, : 50 - 55
  • [46] Trilingual 3D Script Identification and Recognition using Leap Motion Sensor
    Saini, Rajkumar
    Kumar, Pradeep
    Patidar, Shweta
    Roy, Partha Pratim
    Liwicki, Marcus
    2019 INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION WORKSHOPS (ICDARW), VOL 5, 2019, : 24 - 28
  • [47] Probabilistic model for 3D interactive segmentation
    Hershkovich, Tsachi
    Shalmon, Tamar
    Shitrit, Ohad
    Halay, Nir
    Menze, Bjoern H.
    Dolgopyat, Irit
    Kahn, Itamar
    Shelef, Ilan
    Raviv, Tammy Riklin
    COMPUTER VISION AND IMAGE UNDERSTANDING, 2016, 151 : 47 - 60
  • [48] An interactive model of astrocyte in 3D geometry
    Savtchenko, L.
    Henneberger, C.
    Bard, L.
    Kraev, I.
    Medvedev, N.
    Stewart, M.
    Rusakov, D.
    GLIA, 2015, 63 : E112 - E112
  • [49] An interactive 3D Assembly Process Model
    Sun, Huibin
    Chang, Zhiyong
    Mo, Rong
    E-ENGINEERING & DIGITAL ENTERPRISE TECHNOLOGY VII, PTS 1 AND 2, 2009, 16-19 : 1087 - 1090
  • [50] Interactive 3D model acquisition and registration
    Liu, YS
    Heidrich, W
    11TH PACIFIC CONFERENCE ON COMPUTER GRAPHICS AND APPLICATIONS, PROCEEDINGS, 2003, : 115 - 122