An Assistive Device for the Visually Impaired for Enhanced Navigation and Reading

Visual impairments have emerged as a prevalent issue over recent decades. The daily lives of visually impaired individuals are full of challenges, leading to a significant dependence on others for assistance with everyday tasks. Though various systems have been developed to aid the visually impaired in their day-to-day life, many of these are constrained by their specific domains. In this paper, we have taken a comprehensive approach to develop a solution aimed at enhancing the mobility and reading capabilities of the visually impaired. The solution is provided by developing an embedded spectacle glass with realtime obstacle avoidance, fall detection, and textual information extraction modules. The system generates an audible alert upon detecting obstacles ahead. In the event of an accident, the fall detection module sends an emergency response to a designated caregiver. The optical character recognition (OCR) module includes various image preprocessing techniques, an OCR engine, and a text-to-speech converter. In the optical character recognition module, the overall character error rate (CER) and word error rate (WER) are 6.97% and 9.46% respectively. The paper provides a comprehensive solution for the visually impaired by developing a portable, wearable, lightweight, and low-cost spectacle by which they can get assistance to detect obstacles around them and get textual information easily.

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Published
2024-12-18
DOI
https://doi.org/10.1109/icece64886.2024.11024586
Primary Topic
Tactile and Sensory Interactions
Type
article
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article

An Assistive Device for the Visually Impaired for Enhanced Navigation and Reading

Md. Repon Islam, Md Shamsul Arefin, Muhammad Sheikh Sadi, Humaira Neha et al.
Tactile and Sensory Interactions
article

An Assistive Device for the Visually Impaired for Enhanced Navigation and Reading

Md. Repon Islam, Md Shamsul Arefin, Muhammad Sheikh Sadi, Humaira Neha, Sadman Sakib
article en

Abstract

Visual impairments have emerged as a prevalent issue over recent decades. The daily lives of visually impaired individuals are full of challenges, leading to a significant dependence on others for assistance with everyday tasks. Though various systems have been developed to aid the visually impaired in their day-to-day life, many of these are constrained by their specific domains. In this paper, we have taken a comprehensive approach to develop a solution aimed at enhancing the mobility and reading capabilities of the visually impaired. The solution is provided by developing an embedded spectacle glass with realtime obstacle avoidance, fall detection, and textual information extraction modules. The system generates an audible alert upon detecting obstacles ahead. In the event of an accident, the fall detection module sends an emergency response to a designated caregiver. The optical character recognition (OCR) module includes various image preprocessing techniques, an OCR engine, and a text-to-speech converter. In the optical character recognition module, the overall character error rate (CER) and word error rate (WER) are 6.97% and 9.46% respectively. The paper provides a comprehensive solution for the visually impaired by developing a portable, wearable, lightweight, and low-cost spectacle by which they can get assistance to detect obstacles around them and get textual information easily.

Khulna University of Engineering and Technology (BD)
Quality Education
Openalex Percentile: Top 71%
Tactile and Sensory Interactions
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