Gradus

VOL 2, NO 2 (2015): AUTUMN (NOVEMBER)

 

VALÓS IDEJŰ KÉZ ÉS UJJHEGY ÉRZÉKELŐ ELJÁRÁS

A REAL-TIME HAND AND FINGERTIP DETECTION METHOD


Bolla Kálmán, Szatmári Ferenc

Abstract

Munkánkban egy vizuális érzékelésen alapuló kézfej és ujjhegy érzékelő megoldást mutatunk be, amely egyúttal valós idejű feldolgozást is lehetővé tesz. Algoritmusunk helyességét kísérletek segítségével bizonyítottuk, mértük annak futási idejét és működésének pontosságát is.

In our paper a visual perception based hand segmentation and finger detection method is presented which provides real-time execution, as well. The present algorithm was proven by experiments; the algorithm execution time and the detection accuracy were also measured.


Keywords

Kulcsszavak: képfeldolgozás, kézfelismerés,

Keywords: image processing, hand detection,


References

[1] K. Mei, L. Xu, B. Li, B. Lin, F. Wang, "A real-time hand detection system based on multi-feature", Neurocomputing,Elsevier, Vol. 158, pp. 184–193, 2015.
[2] M. K. Bhuyan, K. F. MacDorman, M. K. Kar, D. R. Neog, B. C. Lovell, P. Gradde, “ Hand pose recognition frommonocular images by geometrical and texture analysis", Journal of Visual Languages and Computing, Elsevier, Vol.28, pp. 39–55, 2015.
[3] J. A. M. Basilio, G. A. Torres, G. S. Pérez , L. K. T. Medina, H. M. P. Meane, "Explicit Image Detection using YCbCrSpace Color Model as Skin Detection", Proceedings of the 2011 American conference on applied mathematics andthe 5th WSEAS international conference on Computer engineering and applications, IEEE ICCE pp. 123-128, 2011.
[4] P. Viola, M. Jones, "Rapid Object Detection using a Boosted Cascade of Simple Features", Proceedings of the2001 IEEE Computer Society Conference, IEEE, Vol. 1, pp. 511–512, 2001.
[5] W. Chen, R. Fujiki, D. Arita, R. Taniguchi, "Real-time 3D Hand Shape Estimation based on Image Feature Analysisand Inverse Kinematics", Image Analysis and Processing, 2007. ICIAP 2007. 14th International Conference, pp.247-252, 2007.
[6] E. Yörük, E. Konukoglu, B. Sankur, "Shape-Based Hand Recognition", IEEE Transactions on Image Processing,Vol. 15, No. 7, 2006.
[7] M. Shah, "Fundamental of Computer Vision", University of Central Florida, 1997.
[8] OpenCV, http://opencv.org/, [online]



Copyright (c) 2019 Gradus