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A review of recent deep learning approaches in human-centered machine learning
T Kaluarachchi, A Reis, S Nanayakkara - Sensors, 2021 - mdpi.com
After Deep Learning (DL) regained popularity recently, the Artificial Intelligence (AI) or
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …
A systematic review of intelligent assistants
An intelligent assistant (IA) is a computer system endowed with artificial intelligence and/or
machine learning techniques capable of intelligently assisting people. IAs have gained in …
machine learning techniques capable of intelligently assisting people. IAs have gained in …
What do blind and low-vision people really want from assistive smart devices? Comparison of the literature with a focus study
Over the last decade there has been considerable research into how artificial intelligence
(AI), specifically computer vision, can assist people who are blind or have low-vision (BLV) …
(AI), specifically computer vision, can assist people who are blind or have low-vision (BLV) …
Take My Hand: automated hand-based spatial guidance for the visually impaired
Tasks that involve locating objects and then moving hands to those specific locations, such
as using touchscreens or grabbing objects on a desk, are challenging for the visually …
as using touchscreens or grabbing objects on a desk, are challenging for the visually …
A probabilistic model and metrics for estimating perceived accessibility of desktop applications in keystroke-based non-visual interactions
Perceived accessibility of an application is a subjective measure of how well an individual
with a particular disability, skills, and goals experiences the application via assistive …
with a particular disability, skills, and goals experiences the application via assistive …
A framework to improve web form accessibility for the visually impaired
WAS Hakami, AY Al-Aama - IEEE Access, 2023 - ieeexplore.ieee.org
Due to the growth in the number of Internet users and the services provided by websites,
making websites accessible to everyone has become necessary. Web forms play a crucial …
making websites accessible to everyone has become necessary. Web forms play a crucial …
FormA11y-A tool for remediating PDF forms for accessibility
PDF documents are usually not born-accessible, and so document authors need to put in
additional work (remediation) to make them accessible for people with disabilities …
additional work (remediation) to make them accessible for people with disabilities …
A Recipe for Success? Exploring Strategies for Improving Non-Visual Access to Cooking Instructions
Cooking is an essential activity that enhances quality of life by enabling individuals to
prepare their own meals. However, cooking often requires multitasking between cooking …
prepare their own meals. However, cooking often requires multitasking between cooking …
Towards enabling blind people to fill out paper forms with a wearable smartphone assistant
We present PaperPal, a wearable smartphone assistant which blind people can use to fill
out paper forms independently. Unique features of PaperPal include: a novel 3D-printed …
out paper forms independently. Unique features of PaperPal include: a novel 3D-printed …
MorphGrip: Haptic Guidance Using a Shape-Changing Grip
JF Olaya-Figueroa, A Chaffangeon Caillet… - Proceedings of the …, 2024 - dl.acm.org
MorphGrip is a novel shape-changing grip that aims to guide the pose and position of
controllers or handheld devices or tools. In a user study, we explored how well such …
controllers or handheld devices or tools. In a user study, we explored how well such …