CNN-based object recognition and tracking system to assist visually impaired people

F Ashiq, M Asif, MB Ahmad, S Zafar, K Masood… - IEEE …, 2022 - ieeexplore.ieee.org
Visually impaired persons (VIPs) comprise a significant portion of the population, and they
are present around the globe and in every part of the world. In recent times, technology …

Wearable travel aid for environment perception and navigation of visually impaired people

J Bai, Z Liu, Y Lin, Y Li, S Lian, D Liu - Electronics, 2019 - mdpi.com
Assistive devices for visually impaired people (VIP) which support daily traveling and
improve social inclusion are developing fast. Most of them try to solve the problem of …

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 …

DEEP-SEE: Joint Object Detection, Tracking and Recognition with Application to Visually Impaired Navigational Assistance

R Tapu, B Mocanu, T Zaharia - Sensors, 2017 - mdpi.com
In this paper, we introduce the so-called DEEP-SEE framework that jointly exploits computer
vision algorithms and deep convolutional neural networks (CNNs) to detect, track and …

Hybrid optimization-enabled deep learning for indoor object detection and distance estimation to assist visually impaired persons

A Nagarajan, MP Gopinath - Advances in Engineering Software, 2023 - Elsevier
Indoor object recognition mainly deals with recognizing indoor objects and in recent years, it
becomes a crucial research topic among investigators. Visually Impaired Persons (VIPs) is a …

[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 …

Simple smartphone-based guiding system for visually impaired people

BS Lin, CC Lee, PY Chiang - Sensors, 2017 - mdpi.com
Visually impaired people are often unaware of dangers in front of them, even in familiar
environments. Furthermore, in unfamiliar environments, such people require guidance to …

Convolutional neural network-based real-time object detection and tracking for parrot AR drone 2

A Rohan, M Rabah, SH Kim - IEEE access, 2019 - ieeexplore.ieee.org
Recent advancements in the field of Artificial Intelligence (AI) have provided an opportunity
to create autonomous devices, robots, and machines characterized particularly with the …

[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 …

[PDF][PDF] Outdoor navigation for visually impaired based on deep learning

S Shadi, S Hadi, MA Nazari, W Hardt - Proc. CEUR Workshop Proc, 2019 - ceur-ws.org
Visually impaired and blind people frequently have no knowledge of outdoor obstacles. and
need guidance in order to avoid colliding risks. The aim of this research is to develop a …