OUHANDS database for hand detection and pose recognition

被引:0
|
作者
Matilainen, Matti [1 ]
Sangi, Pekka [1 ]
Holappa, Jukka [1 ]
Silven, Olli [1 ]
机构
[1] Ctr Machine Vis & Signal Anal CMVS Oulu, Oulu, Finland
关键词
Database; Computer vision; Hand pose estimation; Hand detection; Pattern recognition; POSTURE;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we propose a publicly available static hand pose database called OUHANDS and protocols for training and evaluating hand pose classification and hand detection methods. A comparison between the OUHANDS database and existing databases is given. Baseline results for both of the protocols are presented.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Inductive learning in hand pose recognition
    Quek, FKH
    Zhao, M
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION, 1996, : 78 - 83
  • [2] Finger Recognition for Hand Pose Determination
    Parker, J. R.
    Baumback, Mark
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9, 2009, : 2492 - +
  • [3] Hand Pose Recognition - Overview and Current Research
    Mohr, Daniel
    Zachmann, Gabriel
    [J]. VIRTUAL REALITIES, 2015, 8844 : 108 - 129
  • [4] Passive Hand Pose Recognition in Virtual Reality
    Zappi, Victor
    Brogni, Andrea
    Caldwell, Darwin
    [J]. IEEE SYMPOSIUM ON 3D USER INTERFACES (3DUI 2010), 2010, : 143 - 144
  • [5] Discriminative Ferns Ensemble for Hand Pose Recognition
    Krupka, Eyal
    Vinnikov, Alon
    Klein, Ben
    Bar Hillel, Aharon
    Freedman, Daniel
    Stachniak, Simon
    [J]. 2014 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2014, : 3670 - 3677
  • [6] Pose Invariant Hand Biometry Using Multiple Database
    Alex, Neena Susan
    Kumar, E. S. Karthik
    Tharayil, Jose J.
    [J]. INTERNATIONAL CONFERENCE ON MODELLING OPTIMIZATION AND COMPUTING, 2012, 38 : 3579 - 3586
  • [7] Pose Invariant Hand Biometry Using Multiple Database
    Alex, Neena Susan
    Kumar, E. S. Karthik
    Tharayil, Jose J.
    [J]. INTERNATIONAL CONFERENCE ON MODELLING OPTIMIZATION AND COMPUTING, 2012, 38 : 2103 - 2110
  • [8] Hand pose recognition using Curvature Scale Space
    Chang, CC
    Chen, IY
    Huang, YS
    [J]. 16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL II, PROCEEDINGS, 2002, : 386 - 389
  • [9] Hand Pose Recognition by using Masked Zernike Moments
    Park, JungSoo
    Choi, Hyo-Rim
    Kim, JunYoung
    Kim, TaeYong
    [J]. PROCEEDINGS OF THE 2014 9TH INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS (VISAPP), VOL 1, 2014, : 551 - 556
  • [10] Manifold Learning for Hand Pose Recognition: Evaluation Framework
    Papiez, Maciej
    Kawulok, Michal
    Nalepa, Jakub
    [J]. BEYOND DATABASES, ARCHITECTURES AND STRUCTURES, BDAS 2016, 2016, 613 : 704 - 715