Poster: Real-time Markerless Kinect based Finger Tracking and Hand Gesture Recognition for HCI

被引：0
作者：
Kulshreshth, Arun [1 ]
Zorn, Chris [1 ]
LaViola, Joseph J., Jr. [1 ]
机构：
[1] Univ Cent Florida, Dept EECS, Orlando, FL 32816 USA
来源：
2013 IEEE SYMPOSIUM ON 3D USER INTERFACES (3DUI) | 2013年
关键词：
Finger tracking; hand gestures; human computer interaction; Microsoft Kinect;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Hand gestures are intuitive ways to interact with a variety of user interfaces. We developed a real-time finger tracking technique using the Microsoft Kinect as an input device and compared its results with an existing technique that uses the K-curvature algorithm. Our technique calculates feature vectors based on Fourier descriptors of equidistant points chosen on the silhouette of the detected hand and uses template matching to find the best match. Our preliminary results show that our technique performed as well as an existing k-curvature algorithm based finger detection technique.
引用
收藏
页码：187 / 188
页数：2
相关论文
共 14 条
  • [1] [Anonymous], 2011, BMVC
  • [2] [Anonymous], 2010, 17 INT C SYST SIGN I
  • [3] Hand gesture recognition using a real-time tracking method and hidden Markov models
    Chen, FS
    Fu, CM
    Huang, CL
    [J]. IMAGE AND VISION COMPUTING, 2003, 21 (08) : 745 - 758
  • [4] Model-based 3D hand posture estimation from a single 2D image
    Chua, CS
    Guan, HY
    Ho, YK
    [J]. IMAGE AND VISION COMPUTING, 2002, 20 (03) : 191 - 202
  • [5] Crowley J., 1995, International Workshop on Gesture and Face Recognition, P195
  • [6] Dorfmüller-Ulhaas K, 2001, IEEE AND ACM INTERNATIONAL SYMPOSIUM ON AUGMENTED REALITY, PROCEEDINGS, P55, DOI 10.1109/ISAR.2001.970515
  • [7] Frati V., 2011, 2011 IEEE World Haptics Conference (WHC 2011), P317, DOI 10.1109/WHC.2011.5945505
  • [8] Jennings C., 1999, Proceedings International Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems. In Conjunction with ICCV'99 (Cat. No.PR00378), P152, DOI 10.1109/RATFG.1999.799238
  • [9] Marion A., 1991, INTRO IMAGE PROCESSI
  • [10] Rehg J. M., 1994, Proceedings of the 1994 IEEE Workshop on Motion of Non-Rigid and Articulated Objects (Cat. No.94TH0671-8), P16, DOI 10.1109/MNRAO.1994.346260
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