Deep learning for health informatics

D Ravì, C Wong, F Deligianni… - IEEE journal of …, 2016‏ - ieeexplore.ieee.org
With a massive influx of multimodality data, the role of data analytics in health informatics
has grown rapidly in the last decade. This has also prompted increasing interests in the …

A systematic review of urban navigation systems for visually impaired people

FEZ El-Taher, A Taha, J Courtney, S Mckeever - Sensors, 2021‏ - mdpi.com
Blind and Visually impaired people (BVIP) face a range of practical difficulties when
undertaking outdoor journeys as pedestrians. Over the past decade, a variety of assistive …

A survey of machine learning techniques for indoor localization and navigation systems

P Roy, C Chowdhury - Journal of Intelligent & Robotic Systems, 2021‏ - Springer
In the recent past, we have witnessed the adoption of different machine learning techniques
for indoor positioning applications using WiFi, Bluetooth and other technologies. The …

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 …

A survey on assistive technology for visually impaired

K Manjari, M Verma, G Singal - Internet of Things, 2020‏ - Elsevier
One-Sixth of the world population is suffering from vision impairment, as per WHO's report. In
the past decades, many efforts have been done in develo** several devices to provide …

Smartphone-based computer vision travelling aids for blind and visually impaired individuals: A systematic review

A Budrionis, D Plikynas, P Daniušis… - Assistive …, 2022‏ - Taylor & Francis
Given the growth in the numbers of visually impaired (VI) people in low-income countries,
the development of affordable electronic travel aid (ETA) systems employing devices …

A qualitative and quantitative analysis of research in mobility technologies for visually impaired people

J Madake, S Bhatlawande, A Solanke… - IEEE Access, 2023‏ - ieeexplore.ieee.org
Assistive technology in rehabilitation programs is vital for people with vision impairments
worldwide. The term “blind assistive technology” refers to mobility devices specifically …

Enhancing perception for the visually impaired with deep learning techniques and low-cost wearable sensors

Z Bauer, A Dominguez, E Cruz, F Gomez-Donoso… - Pattern recognition …, 2020‏ - Elsevier
As estimated by the World Health Organization, there are millions of people who lives with
some form of vision impairment. As a consequence, some of them present mobility problems …

[HTML][HTML] Outdoor navigation assistive system based on robust and real-time visual–auditory substitution approach

F Scalvini, C Bordeau, M Ambard, C Migniot, J Dubois - Sensors, 2023‏ - mdpi.com
Blindness affects millions of people worldwide, leading to difficulties in daily travel and a
loss of independence due to a lack of spatial information. This article proposes a new …

[HTML][HTML] Outdoor mobility aid for people with visual impairment: Obstacle detection and responsive framework for the scene perception during the outdoor mobility of …

W Khan, A Hussain, BM Khan, K Crockett - Expert Systems with …, 2023‏ - Elsevier
Outdoor mobility of individuals with visual impairment is challenging particularly where
collision with obstacles can have significant impact on both physical and mental health. A …