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Assistive Technology for the Visually Impaired: Optimizing Frame Rate (Freshness) to Improve the Performance of Real-Time Objects Detection Application.

Accepted version
Peer-reviewed

Type

Conference Object

Change log

Authors

Barakat, Basel 
Steponenaite, Aiste 
Lall, Gurprit S 
Arshad, Kamran 
Wassell, Ian J 

Abstract

It has been 100+ years since the world’s first commercial radio station started. This century witnessed several astonishing inventions (e.g. the computer, internet and mobiles) that have shaped the way we work and socialize. With the start of a new decade, it is evident that we are becoming more reliant on these new technologies as the majority of the world population relies on the new technology on a daily basis. As world’s population is becoming reliant on new technologies and we are shaping our lives around it, it is of paramount importance to consider those people who struggle in using the new technologies and inventions. In this paper, we are presenting an algorithm and a framework that helps partially sighted people to locate their essential belongings. The framework integrates state-of-the-art technologies from computer vision, speech recognition and communication queueing theory to create a framework that can be implemented on low computing power platforms. The framework verbally communicates with the users to identify the object they are aiming to find and then notify them when it is within the range.

Description

Keywords

46 Information and Computing Sciences, 4608 Human-Centred Computing, Bioengineering, Assistive Technology

Journal Title

HCII 2020 Universal Access in Human-Computer Interaction. Applications and Practice

Conference Name

HCII 2020: International Conference on Human-Computer Interaction

Journal ISSN

0302-9743
1611-3349

Volume Title

12189

Publisher

Springer

Rights

All rights reserved