• DocumentCode
    2482127
  • Title

    Correction of Optical Flow using Characteristic of Wrinkles on Palms

  • Author

    Matsuda, Morimasa ; Nonaka, Takako ; Hase, Tomohiro

  • Author_Institution
    Eng. Dept., Mitsubishi Electr. Microcomput. Application Software Co. Ltd., Kyoto
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper describes a method of correcting the velocity vector by using the characteristics of the wrinkles in palms for hand gesture input for remote controllers. First, the HSV color system is used for hand images because this color system is not affected by changes in the lighting conditions. Next, an input method by switching the referenced parameters used for recognition when the range of acquisition of the images differs is proposed. Additionally, the block-matching method is applied to detect the motion vector because the ability to handle changes in brightness is required for consumer use environments. Moreover, how to reduce computational complexities and modify the detection accuracy of the rate vector are discussed. Finally, an experiment of operating a user interface based on the proposed method was conducted by using a practical system with an embedded MCU and a small camera. Consequently the effectiveness of the proposal was successfully confirmed
  • Keywords
    gesture recognition; image colour analysis; image matching; image sequences; HSV color system; block-matching method; camera; embedded MCU; hand gesture recognition; motion vector detection; optical flow; remote controller; user interface; Brightness; Cameras; Home appliances; Image motion analysis; Image recognition; Motion control; Motion detection; Proposals; Radio control; Velocity control; Velocity vector detection; block-matching method; remote controller;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics, 2006. ISCE '06. 2006 IEEE Tenth International Symposium on
  • Conference_Location
    St. Petersburg
  • Print_ISBN
    1-4244-0216-6
  • Type

    conf

  • DOI
    10.1109/ISCE.2006.1689425
  • Filename
    1689425