• DocumentCode
    3197293
  • Title

    A tactile vision substitution system for the study of active sensing

  • Author

    Hsu, B. ; Cheng-Han Hsieh ; Sung-Nien Yu ; Ahissar, Ehud ; Arieli, Amos ; Zilbershtain-Kra, Yael

  • Author_Institution
    Dept. of Electr. Eng., Nat. Chung Cheng Univ., Chiayi, Taiwan
  • fYear
    2013
  • fDate
    3-7 July 2013
  • Firstpage
    3206
  • Lastpage
    3209
  • Abstract
    This paper presents a tactile vision substitution system (TVSS) for the study of active sensing. Two algorithms, namely image processing and trajectory tracking, were developed to enhance the capability of conventional TVSS. Image processing techniques were applied to reduce the artifacts and extract important features from the active camera and effectively converted the information into tactile stimuli with much lower resolution. A fixed camera was used to record the movement of the active camera. A trajectory tracking algorithm was developed to analyze the active sensing strategy of the TVSS users to explore the environment. The image processing subsystem showed advantageous improvement in extracting object´s features for superior recognition. The trajectory tracking subsystem, on the other hand, enabled accurately locating the portion of the scene pointed by the active camera and providing profound information for the study of active sensing strategy applied by TVSS users.
  • Keywords
    feature extraction; image recognition; image resolution; image sensors; medical image processing; object tracking; tactile sensors; active camera; active sensing strategy; artifacts; feature extraction; image processing; image resolution; superior recognition; tactile stimuli; tactile vision substitution system; trajectory tracking algorithm; Cameras; Discrete wavelet transforms; Feature extraction; Sensors; Tracking; Trajectory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
  • Conference_Location
    Osaka
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2013.6610223
  • Filename
    6610223