A review of recent deep learning approaches in human-centered machine learning
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 …
“It's complicated”: Negotiating accessibility and (mis) representation in image descriptions of race, gender, and disability
Content creators are instructed to write textual descriptions of visual content to make it
accessible; yet existing guidelines lack specifics on how to write about people's appearance …
accessible; yet existing guidelines lack specifics on how to write about people's appearance …
Cabot: Designing and evaluating an autonomous navigation robot for blind people
Navigation robots have the potential to overcome some of the limitations of traditional
navigation aids for blind people, specially in unfamiliar environments. In this paper, we …
navigation aids for blind people, specially in unfamiliar environments. In this paper, we …
Smart glass system using deep learning for the blind and visually impaired
M Mukhiddinov, J Cho - Electronics, 2021 - mdpi.com
Individuals suffering from visual impairments and blindness encounter difficulties in moving
independently and overcoming various problems in their routine lives. As a solution, artificial …
independently and overcoming various problems in their routine lives. As a solution, artificial …
Brain-machine interfaces to assist the blind
The loss or absence of vision is probably one of the most incapacitating events that can
befall a human being. The importance of vision for humans is also reflected in brain anatomy …
befall a human being. The importance of vision for humans is also reflected in brain anatomy …
“it's just part of me:” understanding avatar diversity and self-presentation of people with disabilities in social virtual reality
In social Virtual Reality (VR), users are embodied in avatars and interact with other users in
a face-to-face manner using avatars as the medium. With the advent of social VR, people …
a face-to-face manner using avatars as the medium. With the advent of social VR, people …
The care work of access
Current approaches to AI and Assistive Technology (AT) often foreground task completion
over other encounters such as expressions of care. Our paper challenges and complements …
over other encounters such as expressions of care. Our paper challenges and complements …
ExploreGen: Large language models for envisioning the uses and risks of AI technologies
Responsible AI design is increasingly seen as an imperative by both AI developers and AI
compliance experts. One of the key tasks is envisioning AI technology uses and risks …
compliance experts. One of the key tasks is envisioning AI technology uses and risks …
Vrbubble: Enhancing peripheral awareness of avatars for people with visual impairments in social virtual reality
TF Ji, B Cochran, Y Zhao - Proceedings of the 24th International ACM …, 2022 - dl.acm.org
Social Virtual Reality (VR) is growing for remote socialization and collaboration. However,
current social VR applications are not accessible to people with visual impairments (PVI) …
current social VR applications are not accessible to people with visual impairments (PVI) …
EagleEye: Wearable camera-based person identification in crowded urban spaces
We present EagleEye, an AR-based system that identifies missing person (or people) in
large, crowded urban spaces. Designing EagleEye involves critical technical challenges for …
large, crowded urban spaces. Designing EagleEye involves critical technical challenges for …