A Method for Hand Gesture Recognition Based on Morphology and Fingertip-Angle

被引：8
作者：
Wen, Xiaotang [1 ]
Niu, Yanyu [2 ]
机构：
[1] Univ Elect Sci & Technol China, Sch Comp Sci & Engn, Chengdu, Peoples R China
[2] Univ Elect Sci & Technol China, Sch Software, Chengdu, Peoples R China
来源：
2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 1 | 2010年
关键词：
hand gesture; Fingertip-Angle; morphological operation; MOTION;
D O I：
10.1109/ICCAE.2010.5451290
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper proposes an automatic method to recognize the hand in complex background. With this method, contour of hand in pictures can be figured out and the fingertips can be marked out. Skin color detection is used to find out the hand region out of a complex background, then a serial of morphological operations is performed to get the contour of the hand, and the computation of Fingertip-Angle is for marking out the fingertips. The simulation result shows that out method has a good performance for images with low computation cost.
引用
收藏
页码：688 / 691
页数：4
相关论文
共 16 条
  • [1] [Anonymous], 2006, Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition-Volume 2, Washington, DC, USA
  • [2] Locating facial region of a head-and-shoulders color image
    Chai, D
    Ngan, KN
    [J]. AUTOMATIC FACE AND GESTURE RECOGNITION - THIRD IEEE INTERNATIONAL CONFERENCE PROCEEDINGS, 1998, : 124 - 129
  • [3] Efros AA, 2003, NINTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS I AND II, PROCEEDINGS, P726
  • [4] A new instrumented approach for translating American sign language into sound and text
    Hernandez-Rebollar, JL
    Kyriakopoulos, N
    Lindeman, RW
    [J]. SIXTH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION, PROCEEDINGS, 2004, : 547 - 552
  • [5] Parametrized structured from motion for 3D adaptive feedback tracking of faces
    Jebara, TS
    Pentland, A
    [J]. 1997 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, 1997, : 144 - 150
  • [6] VISUAL-PERCEPTION OF BIOLOGICAL MOTION AND A MODEL FOR ITS ANALYSIS
    JOHANSSON, G
    [J]. PERCEPTION & PSYCHOPHYSICS, 1973, 14 (02): : 201 - 211
  • [7] Statistical color models with application to skin detection
    Jones, MJ
    Rehg, JM
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 2002, 46 (01) : 81 - 96
  • [8] Object oriented face detection using range and color information
    Kim, SH
    Kim, NK
    Ahn, SC
    Kim, HG
    [J]. AUTOMATIC FACE AND GESTURE RECOGNITION - THIRD IEEE INTERNATIONAL CONFERENCE PROCEEDINGS, 1998, : 76 - 81
  • [9] Toward robust skin identification in video images
    Saxe, D
    Foulds, R
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION, 1996, : 379 - 384
  • [10] Terrillon J.-C., 2000, Proceedings Fourth IEEE International Conference on Automatic Face and Gesture Recognition (Cat. No. PR00580), P54, DOI 10.1109/AFGR.2000.840612
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