Efficient multi-object detection and smart navigation using artificial intelligence for visually impaired people

RC Joshi, S Yadav, MK Dutta, CM Travieso-Gonzalez - Entropy, 2020 - mdpi.com
Visually impaired people face numerous difficulties in their daily life, and technological
interventions may assist them to meet these challenges. This paper proposes an artificial …

Obstacle detection system for navigation assistance of visually impaired people based on deep learning techniques

Y Said, M Atri, MA Albahar, A Ben Atitallah… - Sensors, 2023 - mdpi.com
Visually impaired people seek social integration, yet their mobility is restricted. They need a
personal navigation system that can provide privacy and increase their confidence for better …

Real-time object detection for visually challenged people

S Vaidya, N Shah, N Shah… - 2020 4th International …, 2020 - ieeexplore.ieee.org
One of the most important senses for a living is vision. Millions of people living in this world
deal with visual impairment. These people encounter difficulties in navigating independently …

Let the blind see: an AIIoT-based device for real-time object recognition with the voice conversion

P Gupta, M Shukla, N Arya, U Singh… - Machine Learning for …, 2022 - Springer
Visual impairments have been a significant problem. Many people suffer in their daily lives
because of visual impairments. This era has much AI-based smart technology, which helps …

Smart assistive system for visually impaired people obstruction avoidance through object detection and classification

U Masud, T Saeed, HM Malaikah, FU Islam… - IEEE …, 2022 - ieeexplore.ieee.org
Recent progress in innovation is making the life prosper, simpler and easier for common
individual. The World Health Organization (WHO) statistics indicate that a large amount of …

[PDF][PDF] Object detection using machine learning for visually impaired people

VN Mandhala, D Bhattacharyya, B Vamsi… - International Journal of …, 2020 - academia.edu
In this challenging evolution, the primary task in detecting the objects requires a computer
vision that deals over indoor and outdoor classes. Over the past decades, this zeal requires …

An object detection technique for blind people in real-time using deep neural network

A Kumar, SSSS Reddy… - 2019 Fifth International …, 2019 - ieeexplore.ieee.org
This paper proposed an object detection technique for blind people in real time to detect
objects on any device running this model. We use convolutional neural network along with …

[HTML][HTML] IoT enabled automated object recognition for the visually impaired

MA Rahman, MS Sadi - Computer methods and programs in biomedicine …, 2021 - Elsevier
Background Visual impairments have become one of the most predominant problems for the
last few decades. To keep doing their daily tasks, vision-impaired people usually seek help …

Vision navigator: a smart and intelligent obstacle recognition model for visually impaired users

S Suman, S Mishra, KS Sahoo… - Mobile Information …, 2022 - Wiley Online Library
Vision impairment is a major challenge faced by humanity on a large scale throughout the
world. Affected people find independently navigating and detecting obstacles extremely …

Object detection and recognition: using deep learning to assist the visually impaired

A Bhandari, PWC Prasad, A Alsadoon… - Disability and …, 2021 - Taylor & Francis
Background Deep learning systems have improved performance of devices through more
accurate object detection in a significant number of areas, for medical aid in general, and …