• DocumentCode
    3181769
  • Title

    Kinect cane: An assistive system for the visually impaired based on three-dimensional object recognition

  • Author

    Takizawa, Hiroyuki ; Yamaguchi, Satarou ; Aoyagi, Masahiro ; Ezaki, Nobuo ; Mizuno, Seiya

  • Author_Institution
    Div. of Inf. Eng., Univ. of Tsukuba, Tsukuba, Japan
  • fYear
    2012
  • fDate
    16-18 Dec. 2012
  • Firstpage
    740
  • Lastpage
    745
  • Abstract
    This paper proposes a novel assistive system for the visually impaired. The system is composed of a Microsoft Kinect sensor, keypad-type controller, tactile device, laptop computer and so on. The system can recognize three-dimensional objects from depth data generated by the Kinect sensor, and inform visually impaired users not only about the existence of objects, but also about their classes such as chairs and upward stairs. Ordinarily, the system works as a conventional white cane. When a user instructs the system to find the object of a particular class, the system executes the recognition scheme that is designed to find the instructed object. If the object is found in the field of view of the Kinect sensor, the tactile device provides vibration feedback. The recognition schemes are applied to actual scenes. The experimental results indicate that the system is promising as means of helping the visually impaired find the desired objects.
  • Keywords
    handicapped aids; haptic interfaces; image sensors; keyboards; object recognition; tactile sensors; vibrations; Kinect cane; Microsoft Kinect sensor; assistive system; depth data; keypad-type controller; laptop com- puter; tactile device; three-dimensional object recognition scheme; vibration feedback; visually impaired users; white cane; Accuracy; Cameras; Educational institutions; Legged locomotion; Object recognition; Robot sensing systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    System Integration (SII), 2012 IEEE/SICE International Symposium on
  • Conference_Location
    Fukuoka
  • Print_ISBN
    978-1-4673-1496-1
  • Type

    conf

  • DOI
    10.1109/SII.2012.6426936
  • Filename
    6426936