Sub-millimetre accurate human hand kinematics: from surface to skeleton

被引:12
|
作者
Ma'touq, Jumana [1 ]
Hu, Tingli [1 ]
Haddadin, Sami [1 ,2 ]
机构
[1] Leibniz Univ Hannover, Inst Automat Control, Hannover, Germany
[2] Ctr Syst Neurosci, Hannover, Germany
关键词
Hand kinematics; joint centre of rotation; hand motion analysis; hand biomechanics; thumb biomechanics; THUMB; MARKER; JOINT;
D O I
10.1080/10255842.2018.1425996
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A highly accurate human hand kinematics model and identification are proposed. The model includes the five digits and the palm arc based on mapping function between surface landmarks and estimated joint centres of rotation. Model identification was experimentally performed using a motion tracking system. The evaluation of the marker position estimation error, which is on sub-millimetre level across all digits, underlines model quality and accuracy. Noticeably, with the development of this model, we were able to improve various modelling assumptions from literature and found a basic linear relationship between surface and skeleton rotational angles.
引用
收藏
页码:113 / 128
页数:16
相关论文
共 46 条
  • [21] Rapid grain growth in post-AGB disc systems from far-infrared and sub-millimetre photometry
    Scicluna, P.
    Kemper, F.
    Trejo, A.
    Marshall, J. P.
    Ertel, S.
    Hillen, M.
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2020, 494 (02) : 2925 - 2936
  • [22] Multilevel self-organization on anodized aluminium: discovering hierarchical honeycomb structures from nanometre to sub-millimetre scale
    Pashchanka, Mikhail
    PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2020, 22 (28) : 15867 - 15875
  • [23] Tracing the evolution of dust-obscured activity using sub-millimetre galaxy populations from STUDIES and AS2UDS
    Dudzeviciute, U.
    Smail, Ian
    Swinbank, A. M.
    Lim, C-F
    Wang, W-H
    Simpson, J. M.
    Ao, Y.
    Chapman, S. C.
    Chen, C-C
    Clements, D.
    Dannerbauer, H.
    Ho, L. C.
    Hwang, H. S.
    Koprowski, M.
    Lee, C-H
    Scott, D.
    Shim, H.
    Shirley, R.
    Toba, Y.
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2021, 500 (01) : 942 - 961
  • [24] An Evaluation of Radiative Transfer Simulations of Cloudy Scenes from a Numerical Weather Prediction Model at Sub-Millimetre Frequencies Using Airborne Observations
    Fox, Stuart
    REMOTE SENSING, 2020, 12 (17)
  • [25] A Robust and High Accurate Method for Hand Kinematics Decoding from Neural Populations
    Wang, Chinan
    Yin, Ming
    Liang, F.
    Wang, X.
    PATTERN RECOGNITION AND COMPUTER VISION, PRCV 2023, PT IX, 2024, 14433 : 244 - 255
  • [26] Automated reduction of sub-millimetre single-dish heterodyne data from the James Clerk Maxwell Telescope using ORAC-DR
    Jenness, Tim
    Currie, Malcolm J.
    Tilanus, Remo P. J.
    Cavanagh, Brad
    Berry, David S.
    Leech, Jamie
    Rizzi, Luca
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2015, 453 (01) : 73 - 88
  • [27] The [C II]/[N II] ratio in 3 < z < 6 sub-millimetre galaxies from the South Pole Telescope survey
    Cunningham, D. J. M.
    Chapman, S. C.
    Aravena, M.
    De Breuck, C.
    Bethermin, M.
    Chen, Chian-Chou
    Dong, Chenxing
    Gonzalez, A. H.
    Greve, T. R.
    Litke, K. C.
    Ma, J.
    Malkan, M.
    Marrone, D. P.
    Miller, T.
    Phadke, K. A.
    Reuter, C.
    Rotermund, K.
    Spilker, J. S.
    Stark, A. A.
    Strandet, M.
    Vieira, J. D.
    Weiss, A.
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2020, 494 (03) : 4090 - 4097
  • [28] Extract Accurate 3D Human Skeleton from Video
    Hu, Tao
    Meng, Wenming
    Li, Shuai
    2019 INTERNATIONAL CONFERENCE ON VIRTUAL REALITY AND VISUALIZATION (ICVRV), 2019, : 100 - 107
  • [29] Accurate Hierarchical Human Actions Recognition From Kinect Skeleton Data
    Su, Benyue
    Wu, Huang
    Sheng, Min
    Shen, Chuansheng
    IEEE ACCESS, 2019, 7 : 52532 - 52541
  • [30] Robust and accurate decoding of hand kinematics from entire spiking activity using deep learning
    Ahmadi, Nur
    Constandinou, Timothy G.
    Bouganis, Christos-Savvas
    JOURNAL OF NEURAL ENGINEERING, 2021, 18 (02)