• DocumentCode
    2278827
  • Title

    Design and development of a DSP processor based reconfigurable hand Gesture Recognition System for real time applications

  • Author

    Nikhil, S. ; Mohan, Saima ; Ramya, B. ; Kadambi, Govind R.

  • Author_Institution
    Dept. of E&C Eng., M.S. Ramaiah Sch. of Adv. Studies, Bangalore, India
  • fYear
    2010
  • fDate
    15-17 Dec. 2010
  • Firstpage
    39
  • Lastpage
    44
  • Abstract
    In this paper, a reconfigurable hand Gesture Recognition System (GRS) has been designed and developed for multiple applications using vision based techniques. Image is acquired from the camera and processed using a DSP processor in real time. Processing involves image segmentation and palm extraction techniques for extracting palm shaped objects from the background image and gesture recognition technique for recognizing the input gestures. The recognized gesture is transmitted from the DSP processor to the receiver wirelessly for controlling the end-user application. The development of an effective static GRS devoid of training data, multiple cameras, markers, bulky computing device and gloves constitutes the original contribution of the research. The developed reconfigurable GRS has a balanced mix of implementation of advanced technologies for robust applications resulting in enhanced end-user product appreciation. Overall, the developed reconfirgurable GRS exhibits desirable features of robustness, portability and cost effectiveness. The experimental results for chosen hand gestures, show a recognition rate of around 97%.
  • Keywords
    feature extraction; gesture recognition; image segmentation; real-time systems; reconfigurable architectures; DSP processor; GRS; image segmentation; palm extraction techniques; reconfigurable hand gesture recognition system; vision based techniques; Cameras; Gesture recognition; Image color analysis; Image segmentation; Receivers; Skin; Transmitters; DSP/Embedded Processor; Gesture Recognition; Image Segmentation; Palm Extraction; Reconfigurable;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal and Image Processing (ICSIP), 2010 International Conference on
  • Conference_Location
    Chennai
  • Print_ISBN
    978-1-4244-8595-6
  • Type

    conf

  • DOI
    10.1109/ICSIP.2010.5697438
  • Filename
    5697438