Fuzzy Screen Detector for a Vision Based Pointing Device

비젼 기반의 포인팅 기기를 위한 퍼지 스크린 검출기

  • 고재원 (유한대학 컴퓨터제어과)
  • Published : 2009.09.01

Abstract

In this paper, we propose advanced screen detector as a tool for selecting the object for tracking and estimating its distance from a screen using fuzzy logic in vision based pointing device. Our system classifies the line component of the input image into horizontal and vertical lines and applies the fuzzy rule to obtain the best line pair which constitute peripheral framework of the screen. The proposed system improves the detection ratio for detecting the screen in relative to the detector used in the previous works for hand-held type vision based pointing device. Also it allows to detect the screen even though a small part of it may be hidden behind other object.

Keywords

References

  1. Y. Wu and T.S.Huang, "Hand Modeling Analysis, and Recognition for Vision-Based Human Computer Interaction," IEEE Signal Processing Magazine, May 2001, pp. 51-60
  2. A. Wilson and E.Cutrell, "FlowMouse. A Computer Vision-Based Pointing and Gesture Input Device," Human-Computer Interaction INTERACT '05, (Rome, September 2005), Springer(forIFIP), pp. 565-578
  3. P. Nesi and A. D. Bimbo :"A vision-based 3-D mouse", International Journal of Human-Computer Studies," Volume 44, Number 1, pp. 73-92, January 1996 https://doi.org/10.1006/ijhc.1996.0004
  4. J. ReKimoto, "Tilting Operations for Small Screen Interfaces," User Interface and Software Technology (UIST'96), pp. 167-168, 1996
  5. V. Kindratenko, and A. Bennett, "Evaluation of Rotation Correction Techniques for Electromagnetic Position Tracking Systems," Proc. of the 6th Eurographics Workshop on Virtual Environments, pp. 13-22, Amsterdam, The Netherlands, June 2000
  6. I. S. MacKenzie and S. Jusoh, "An Evaluation of Two Input Devices for Remote Pointing," Proc. of the Eighth IFIP International Conference on EHCI 2001, pp. 235, 249, Heidelberg, Germany
  7. P. Baudisch, M. Sinclair and A. Wilson, "Soap: a Pointing Device that Works in Mid-Air," UIST'06, October 15-18, 2006, Montreux, Switzerland
  8. B. Frohlich and J. Plate, "The Cubic Mouse. A New Device for Three-Dimensional Input, " In Proc. of ACM CHI 2000, pp 526-531, Aprill 2000
  9. S. Jang, M. Cheon and M. Park, "A Vision-Based Approach for Remote Pointing Devices," ISIS 2007, 8th International Symposium on Advanced Intelligent Systems, Sokcho-City, Korea, September 5-8, 2007
  10. P.V.C. Hough, "Method and means for recognizing complex patterns," U. S. Patent 306965, 1962
  11. M. Sugeno, Industrial Applications of Fuzzy Control, Elsevier Science Pub. Co., 1985
  12. J. Illingworth and J. Kittler, "A survey of the Hough transform," Computer Vision, Graphics, and Image Processing, 44, pp. 87-116, 1988 https://doi.org/10.1016/S0734-189X(88)80033-1
  13. V. F. Leavers, "Which Hough transform?," CVGIP: Image Understanding, vol.58, no.2, pp. 250-264, September 1993 https://doi.org/10.1006/ciun.1993.1041
  14. J. Canny, "A computational approach to edge detection," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.8, no.6, pp. 679-698, Nov. 1986 https://doi.org/10.1109/TPAMI.1986.4767851
  15. E. Mamdani and S. Assilian, "An Experiment in linguistic synthesis with a fuzzy logic controller," International Journal of Man-machine studies, 7(1), pp. 1-13, 1975 https://doi.org/10.1016/S0020-7373(75)80002-2