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Hand Gesture Recognition System Using Fuzzy Algorithm and RDBMS for Post PC

  • Jung-Hyun Kim
  • Dong-Gyu Kim
  • Jeong-Hoon Shin
  • Sang-Won Lee
  • Kwang-Seok Hong
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3614)

Abstract

In this paper, we implement hand gesture recognition system using union of fuzzy algorithm and Relational Database Management System (hereafter, RDBMS) module for Post PC (the embedded-ubiquitous environment using blue-tooth module, embedded i.MX21 board and note-book computer for smart gate). The learning and recognition model due to the RDBMS is used with input variable of fuzzy algorithm (fuzzy max-min composition), and recognize user’s dynamic gesture through efficient and rational fuzzy reasoning process. The proposed gesture recognition interface consists of three modules: 1) gesture input module that processes motion of dynamic hand to input data, 2) RDBMS module to segment significant gestures from inputted data, and 3) fuzzy max-min recognition module to recognize significant gesture of continuous, dynamic gestures and extensity of recognition. Experimental result shows the average recognition rate of 98.2% for significant dynamic gestures.

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References

  1. 1.
  2. 2.
    Kim, J.-S., Jang, W., Bien, Z.: A Dynamic Gesture Recognition System for the Korean Sign Language (KSL). Ph.D. Thesis (1996)Google Scholar
  3. 3.
    Balaniuk, R., Laugier, C.: Haptic interfaces in generic virtual reality systems. In: Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 1310–5 (2000)Google Scholar
  4. 4.
  5. 5.
  6. 6.
    Kim, S.-G.: Korean Standard Sign Language Dictionary, pp. 107–112. Osung publishing company (1995)Google Scholar
  7. 7.
  8. 8.

Copyright information

© Springer-Verlag Berlin Heidelberg 2005

Authors and Affiliations

  • Jung-Hyun Kim
    • 1
  • Dong-Gyu Kim
    • 1
  • Jeong-Hoon Shin
    • 1
  • Sang-Won Lee
    • 1
  • Kwang-Seok Hong
    • 1
  1. 1.School of Information and Communication EngineeringSungkyunkwan UniversitySuwon, KyungKi-doKorea

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