Indoor vision-based auditory assistance for blind people in semi controlled environments

This paper presents an indoor auditory navigation system for blind and visually impaired people using computer vision based approach. In our approach, fiducial markers augmented with audio information are placed in the environment. The blind user holds a webcam attached to the system in his/her hand and navigates through the environment. The audio assistance is provided to the user whenever a particular marker is detected by the camera and thus enables him/her to independently navigate in the environment. The proposed navigation system provides two types of guidance (1) free mode guidance (2) targeted mode guidance. In the free mode guidance, the user navigates freely in the prepared environment and the system informs him/her about his/her current position through the audio information about the surrounding based on the detected marker. In the targeted mode guidance the user is guided from a source (current) position to his/her desired destination in the environment through the shortest path. Five blind users evaluated the system (both modes) in a semi controlled environment. The results obtained from the experiments indicate that the proposed system is successful in assisting blind users inside a huge and complex building. In addition the solution is low cost and gives high accuracy rate.

[1]  Roberto Manduchi,et al.  (Computer) vision without sight , 2012, Commun. ACM.

[2]  Jing Liu,et al.  Survey of Wireless Indoor Positioning Techniques and Systems , 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[3]  Jan Nordin,et al.  Indoor navigation and localization for visually impaired people using weighted topological map , 2009 .

[4]  Roberta L. Klatzky,et al.  Assisting Wayfinding in Visually Impaired Travelers , 2006 .

[5]  Abdelsalam Helal,et al.  Drishti: an integrated indoor/outdoor blind navigation system and service , 2004, Second IEEE Annual Conference on Pervasive Computing and Communications, 2004. Proceedings of the.

[6]  Francesco Sottile,et al.  Hybrid WSN and RFID indoor positioning and tracking system , 2013, EURASIP J. Embed. Syst..

[7]  Shinichiro Haruyama,et al.  New indoor navigation system for visually impaired people using visible light communication , 2013, EURASIP J. Wirel. Commun. Netw..

[8]  Xiaodong Yang,et al.  Toward a computer vision-based wayfinding aid for blind persons to access unfamiliar indoor environments , 2012, Machine Vision and Applications.

[9]  Sehat Ullah,et al.  A Survey on Augmented Reality Challenges and Tracking , 2016 .

[10]  Tariq Shehab,et al.  Tracking Systems in Construction : Applications and Comparisons , 2013 .

[11]  Luis A. Guerrero,et al.  An Indoor Navigation System for the Visually Impaired , 2012, Sensors.

[12]  John Nicholson,et al.  RFID in robot-assisted indoor navigation for the visually impaired , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).

[13]  Olivier Koch,et al.  A Self-Calibrating, Vision-Based Navigation Assistant , 2008 .

[14]  Sean Morris,et al.  RFID Technology to Aid in Navigation and Organization for the Blind and Partially Sighted , 2009 .

[15]  Mikkel Baun Kjærgaard,et al.  Indoor Positioning Using GPS Revisited , 2010, Pervasive.

[16]  Alan L. Yuille,et al.  Detecting and reading text in natural scenes , 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..

[17]  Alan L. Yuille,et al.  Detecting and reading text in natural scenes , 2004, CVPR 2004.

[18]  Jimmy Yeh,et al.  A navigation and object location device for the blind , 2009 .

[19]  Kirsi Virrantaus,et al.  Indoor and Outdoor Mobile Navigation by Using a Combination of Floor Plans and Street Maps , 2013, Progress in Location-Based Services.

[20]  Yunhao Liu,et al.  LANDMARC: Indoor Location Sensing Using Active RFID , 2004, Proceedings of the First IEEE International Conference on Pervasive Computing and Communications, 2003. (PerCom 2003)..

[21]  Yunhao Liu,et al.  ANDMARC: Indoor Location Sensing Using Active RFID , 2003, PerCom.

[22]  Roberto Manduchi,et al.  Blind guidance using mobile computer vision: a usability study , 2010, ASSETS '10.

[23]  Roberto Manduchi,et al.  Functional Assessment of a Camera Phone-Based Wayfinding System Operated by Blind and Visually Impaired Users , 2009, Int. J. Artif. Intell. Tools.

[24]  Gary L. Allen,et al.  Applied Spatial Cognition: From Research to Cognitive Technology , 2007 .

[25]  Stathes Hadjiefthymiades,et al.  Environments , 2006, 2006 ACS/IEEE International Conference on Pervasive Services.