A Navigation System for the Visually Impaired: A Fusion of Vision and Depth Sensor

Author:

Kanwal Nadia1,Bostanci Erkan2,Currie Keith3,Clark Adrian F.4

Affiliation:

1. Department of Computer Science, Lahore College for Women University, Jail Road, Lahore 54000, Pakistan

2. Computer Engineering Department, Ankara University, Gölbaşı, 06830 Ankara, Turkey

3. Department of Literature, Film and Theater Studies, University of Essex, Colchester, Essex CO4 3SQ, UK

4. School of Computer Science and Electronic Engineering, University of Essex, Colchester, Essex CO4 3SQ, UK

Abstract

For a number of years, scientists have been trying to develop aids that can make visually impaired people more independent and aware of their surroundings. Computer-based automatic navigation tools are one example of this, motivated by the increasing miniaturization of electronics and the improvement in processing power and sensing capabilities. This paper presents a complete navigation system based on low cost and physically unobtrusive sensors such as a camera and an infrared sensor. The system is based around corners and depth values from Kinect’s infrared sensor. Obstacles are found in images from a camera using corner detection, while input from the depth sensor provides the corresponding distance. The combination is both efficient and robust. The system not only identifies hurdles but also suggests a safe path (if available) to the left or right side and tells the user to stop, move left, or move right. The system has been tested in real time by both blindfolded and blind people at different indoor and outdoor locations, demonstrating that it operates adequately.

Publisher

Hindawi Limited

Subject

Biomedical Engineering,Bioengineering,Medicine (miscellaneous),Biotechnology

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1. Data Mining and Fusion Framework for In-Home Monitoring Applications;Sensors;2023-10-24

2. Survey and analysis of the current status of research in the field of outdoor navigation for the blind;Disability and Rehabilitation: Assistive Technology;2023-07-04

3. Assistance For Visually Impaired People Using Deep Learning;2023 2nd International Conference on Vision Towards Emerging Trends in Communication and Networking Technologies (ViTECoN);2023-05-05

4. Advancement in navigation technologies and their potential for the visually impaired: a comprehensive review;Spatial Information Research;2023-04-21

5. Mobile Based Navigation System for Visually Impaired Person Using Image Detection with Voice Translation;2023 3rd International Conference on Information Communication and Software Engineering (ICICSE);2023-04-07

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