• DocumentCode
    3326075
  • Title

    MVSS: Michigan Visual Sonification System

  • Author

    Clemons, Jason ; Bao, Sid Yingze ; Savarese, Silvio ; Austin, Todd ; Sharma, Vinay

  • Author_Institution
    EECS, Univ. Of Michigan, Ann Arbor, MI, USA
  • fYear
    2012
  • fDate
    12-14 Jan. 2012
  • Firstpage
    143
  • Lastpage
    146
  • Abstract
    Visual Sonification is the process of converting visual properties of objects into sound signals. This paper describes the Michigan Visual Sonification System (MVSS) that utilizes this process to assist the visually impaired in distinguishing different objects in their surroundings. MVSS uses depth information to first segment and localize salient objects and then represents an object´s appearance using histograms of visual features. A dictionary of invariant visual features (or words) is created in an a-priori off-line learning phase using Bag-of-Words modeling. The histogram of a segmented object is then converted to a sound signal, the volume and 3D placement of which is determined by the relative position of the object with respect to the user. The system then relies on the considerable discriminating power of the human brain to localize and “classify” the sound, thus enabling the user to distinguish between visually distinct object classes. This paper describes the different components of MVSS in detail and presents some promising initial experimental results.
  • Keywords
    acoustic signal processing; computer vision; feature extraction; handicapped aids; image segmentation; medical image processing; 3D placement; Michigan visual sonification system; a-priori off-line learning phase; bag-of-words modeling; computer vision; depth information; feature extraction; histograms; invariant visual feature dictionary; object segmentation; salient object localization; sound signals; Cameras; Dictionaries; Feature extraction; Histograms; Image segmentation; Three dimensional displays; Visualization; Bag of Words; Computer Vision; Feature Extraction; Signal Processing; Visual Sonification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Emerging Signal Processing Applications (ESPA), 2012 IEEE International Conference on
  • Conference_Location
    Las Vegas, NV
  • Print_ISBN
    978-1-4673-0899-1
  • Type

    conf

  • DOI
    10.1109/ESPA.2012.6152466
  • Filename
    6152466