A review of sonification solutions in assistive systems for visually impaired people

A Lăpușteanu, A Morar, A Moldoveanu… - Disability and …, 2024 - Taylor & Francis
Purpose Visually impaired people (VIP) find it challenging to understand and gain
awareness of their surroundings. Most activities require the use of the auditory or tactile …

Object Detection for the Visually Impaired: A Systematic Literature Review

GF Nugraha, R Mardiati - 2024 10th International Conference …, 2024 - ieeexplore.ieee.org
The development of object detection devices has become a significant investigative focus to
enhance autonomy and quality of life for the visually impaired. In this context, technologies …

Investigating YOLO models towards outdoor obstacle detection for visually impaired people

C He, P Saha - arxiv preprint arxiv:2312.07571, 2023 - arxiv.org
The utilization of deep learning-based object detection is an effective approach to assist
visually impaired individuals in avoiding obstacles. In this paper, we implemented seven …

[HTML][HTML] Automatic Generation of Guidance for Indoor Navigation at Metro Stations

JB Marciniak, B Wiktorzak - Applied Sciences, 2024 - mdpi.com
This article delves into the advancements in indoor navigation in metro stations and
describes the development and implementation of algorithms for the automatic generation of …

[HTML][HTML] An Enhanced Transportation System for People of Determination

U Perumal, F Jeribi, MH Alhameed - Sensors, 2024 - mdpi.com
Visually Impaired Persons (VIPs) have difficulty in recognizing vehicles used for navigation.
Additionally, they may not be able to identify the bus to their desired destination. However …

[HTML][HTML] Multi-Modal System for Walking Safety for the Visually Impaired: Multi-Object Detection and Natural Language Generation

J Lee, KA Cha, M Lee - Applied Sciences, 2024 - mdpi.com
This study introduces a system for visually impaired individuals in a walking environment. It
combines object recognition using YOLOv5 and cautionary sentence generation with …

Development of Machine Learning Model for Assistance of Visually Impaired

H Karamchandani, S Kumari, KK Dutta… - 2023 International …, 2023 - ieeexplore.ieee.org
People with reduced vision or total blindness frequently have trouble navigating new
environments on their own. It can be difficult to travel or even just stroll down a busy street …

[HTML][HTML] YOLO-OD: Obstacle Detection for Visually Impaired Navigation Assistance

W Wang, B **g, X Yu, Y Sun, L Yang, C Wang - Sensors, 2024 - mdpi.com
Visually impaired individuals frequently encounter difficulties in detecting and avoiding
obstacles in the wild. To address this issue, we propose an obstacle detection method for …

Real-time obstacle detection for visually impaired people using deep learning

L Bougheloum, MB Salah… - 2023 6th International …, 2023 - ieeexplore.ieee.org
Object detection is a critical technology with the potential to significantly enhance the
independence and safety of visually impaired individuals. In this resarch, we propose an …

AI Based Talking and Virtual Eye for Visionless People

P Kumar, V Karthick, S Lithishkumar… - … on Emerging Trends …, 2024 - ieeexplore.ieee.org
The emerging growth in communication technology, created a path for innovation of various
consumer products that support peoples in different arena. The problem faced by visually …