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Reviews

The literature-review database. Every paper Bob has reviewed (he has read many more), with a short summary, key findings, and tags. Browse, filter, search.

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  • "It only needs to work for one of us": Rethinking DIY Deaf Tech Through Situated Co-Design

    Shuxu Huffman, Robin Angelini, Raja Kushalnagar, Katta Spiel · 2025 · Proceedings of the 27th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '25)

    This experience report documents how a Deaf open water swimmer (Huffman, the first author) and their hearing kayak partner collaboratively designed and built DeafSwim, a vibration-based communication system for use during long-distance open water swims. The kayaker accompanies…

    deaf and hard of hearing · assistive technology · DIY assistive technology · co-design · participatory design

  • Characterizing Visual Intents for People with Low Vision through Eye Tracking

    Ru Wang, Ruijia Chen, Anqiao Erica Cai, Zhiyuan Li, Sanbrita Mondal, Yuhang Zhao · 2025 · Proceedings of the 27th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2025)

    This study investigates how people with low vision use their gaze when viewing images, with the goal of understanding their visual intents — the immediate, in-the-moment goals behind their eye movements. While assistive technologies like magnifiers and contrast enhancement exist…

    low vision · eye tracking · visual intent · gaze behavior · assistive technology

  • AmblyOverlay: An Input-Transparent, Assistive Overlay for Binocular Visual Therapy and Dichoptic Filtering

    Pooja Thaker · 2025 · Proceedings of the 27th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2025)

    AmblyOverlay is a proof-of-concept software tool that applies dichoptic color filters to any application window in real time, enabling binocular vision therapy during ordinary computer use — particularly gaming. The system targets people with amblyopia (lazy eye), strabismus…

    amblyopia · visual therapy · dichoptic vision · assistive technology · binocular vision

  • SignStreamNet: Streaming Sign Language Video-to-Text Translation for Accessibility

    Warfa Ahmed · 2025 · Proceedings of the 27th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2025)

    This paper introduces SignStreamNet, a hybrid neural network architecture designed to translate sign language video into written text in near real-time. The system addresses a fundamental accessibility barrier: over 70 million Deaf and Hard-of-Hearing (DHH) people worldwide rely…

    sign language translation · deaf and hard of hearing · real-time translation · deep learning · computer vision

  • Probing the Gaps in ChatGPT's Live Video Chat for Real-World Assistance for People who are Blind or Visually Impaired

    Ruei-Che Chang, Rosiana Natalie, Wenqian Xu, Jovan Zheng Feng Yap, Anhong Guo · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper evaluates ChatGPT's Advanced Voice with Video feature — OpenAI's state-of-the-art live video AI released in December 2024 — as a real-world assistive tool for blind and visually impaired (BVI) individuals. The researchers conducted an in-person exploratory study with…

    blind · visually impaired · large multimodal models · live video · ChatGPT

  • Executive Dysfunction by Design: A Cognitive Accessibility Analysis of AI Support vs. Healthcare Barriers

    Meredith Moore · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This first-person autoethnographic experience report examines the paradox of how generative AI tools have become effective assistive technology for executive dysfunction while healthcare systems designed to provide ADHD treatment actively undermine the cognitive functions they…

    executive dysfunction · cognitive accessibility · ADHD · generative AI · assistive technology

  • Smart Glasses for CVI: Co-Designing Extended Reality Solutions to Support Environmental Perception by People with Cerebral Visual Impairment

    Bhanuka Gamage, Nicola McDowell, Dijana Kovacic, Leona Holloway, Thanh-Toan Do, Arthur James Lowery, Nicholas Price, Kim Marriott · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper presents the first co-design study developing and evaluating smart glasses as an assistive platform for adults with cerebral visual impairment (CVI). CVI is set to become the leading cause of vision impairment, yet it remains dramatically underrepresented in assistive…

    cerebral visual impairment · CVI · smart glasses · extended reality · augmented reality

  • Investigating 'Touch and Talk' for Blind and Low Vision People: Science Communication Assistance Through Exploring Multiple Tactile Objects

    Ayaka Tsutsui, Xiyue Wang, Hironobu Takagi, Chieko Asakawa · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper investigates how interactive dialogue and multiple tactile 3D models can enhance science communication for blind and low vision (BLV) users. The research addresses a gap in existing tactile learning tools: most Interactive 3D Models (I3Ms) rely on pre-defined audio…

    tactile graphics · blind and low vision · science communication · 3D printed models · multimodal interaction

  • Tactile Data Comics: Combining Step-by-step Presentation of Tactile Graphics with Verbal Narration for the Blind and Visually Impaired

    Yang Jiao, Ruoting Sun, Rong Luo, Xiwen Yao, Xinran She, Kotaro Hara, Yuewen Zhang, Xinyi Fu · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper introduces tactile data comics, a novel presentation method that combines step-by-step dynamic tactile graphics on a refreshable tactile display (RTD) with synchronized verbal narration to improve comprehension for blind and visually impaired students. Drawing…

    tactile graphics · refreshable tactile display · blind education · multimodal learning · data comics

  • Navigating STEM Doctoral Programs with ADHD: Barriers, Workflow Challenges, and Adaptive Strategies

    Paul Ezeamii, Kristen Shinohara · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper investigates how PhD students with ADHD navigate the structural barriers of STEM doctoral programs through a mixed-methods study with 13 participants. The research addresses a significant gap: while the 2023 Survey of Earned Doctorates reported only 130 computing PhD…

    ADHD · neurodiversity · cognitive accessibility · graduate education · executive function

  • "I can't just Google it": Technology Needs of Adult Braille Learners

    Quan Zhou · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This extended abstract investigates the overlooked challenges and technology needs of sighted adults who learn braille, specifically Teachers of Students with Visual Impairments (TVIs) and parents of blind children. While substantial research exists on braille learning for blind…

    braille literacy · visual impairment · education · teachers of students with visual impairments · adult learning

  • Life as an International Computer Science PhD Student with Cerebral Palsy

    Tianchi Mo, Humphrey Curtis, Timothy Neate · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper presents a longitudinal autoethnographic study of Tianchi, an international PhD student with cerebral palsy (CP) navigating the final stages of his doctoral journey in Computer Science at Stony Brook University. Born in China in 1990, Tianchi experienced medical…

    cerebral palsy · autoethnography · assistive technology · augmentative and alternative communication · graduate education

  • Leveraging Dynamic Audio-Tactile UIs to Assist Visually Impaired Users in Exploring Line Charts through Tactile Graphic Readers

    Gaspar Ramôa, Karin Müller · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper presents the Melodic Line Tracing Exploration UI, a novel dynamic audio-tactile user interface designed to help blind and visually impaired (BVI) individuals interpret complex line charts through tactile graphic readers. The research addresses a significant gap: while…

    data visualization · tactile graphics · sonification · audio-tactile interface · blindness and visual impairment

  • Toward a Multi-layer Framework to Assess the Quality of Life Impact of Smartphones as Assistive Technology for People with Sensory Disabilities in Kenya

    Maryam Bandukda, Lan Xiao, Giulia Barbareschi, Philip Oyier, Henry Athiany, Raul Szekely, Wallace M Karuguti, Mwangi J Matheri MJM, Victoria Austin, Catherine Holloway · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper presents the first longitudinal mixed-methods study investigating the impact of smartphones as assistive technology on the quality of life (QoL) of blind or partially sighted (BPS) and deaf or hard of hearing (DHH) individuals in Kenya. The study involved 193…

    smartphones · assistive technology · Global South · Kenya · blindness and visual impairment

  • Modeling Accessibility: Characterizing What We Mean by "Accessible"

    Kelly Avery Mack, Jesse J Martinez, Aaleyah Lewis, Jennifer Mankoff, James Fogarty, Leah Findlater, Heather D. Evans, Cynthia L Bennett, Emma J McDonnell · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper tackles a fundamental gap in accessibility research: the field lacks a clear, shared characterization of what "accessibility" actually means. While accessibility research aims to use technology to make the world more accessible to disabled people, the concept itself…

    accessibility theory · models of disability · intersectionality · assistive technology · disability justice

  • XRMusic4VIP: Enabling Simultaneous Sheet Music Reading and Playing for Visually Impaired Musicians through Extended Reality

    Julia Anken, Delia Blaess, Karin Müller · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper addresses a largely unexplored challenge in music accessibility: enabling visually impaired musicians to simultaneously read sheet music and play keyboard instruments. While assistive technologies for visually impaired musicians exist—including magnification tools,…

    extended reality · visual impairment · music accessibility · assistive technology · augmented reality

  • Access Beyond the Score: Understanding Notation Needs and Workflows of Low Vision Musicians

    William Christopher Payne, Yu Lee An · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper investigates how musicians with low vision acquire, adapt, and use music notation, an area that has received far less research attention than Braille Music for blind musicians. Through semi-structured interviews with 16 low vision musicians and 2 sighted Teachers of…

    low vision · music accessibility · notation · Modified Stave Notation · Braille Music

  • Engaging Visually Impaired People in Science Museums Through an Immersive Workshop: Practices, Challenges, and Opportunities

    Xiyue Wang, Seita Kayukawa, Hironobu Takagi, Chieko Asakawa · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper investigates how science museums can become more accessible to visually impaired visitors through the design and evaluation of an immersive, tactile workshop. Conducted at Miraikan (The National Museum of Emerging Science and Innovation) in Tokyo, the research…

    museum accessibility · science education · blindness · low vision · tactile learning

  • FocusView: Understanding and Customizing Informational Video Watching Experiences for Viewers with ADHD

    Hanxiu Hazel Zhu, Ruijia Chen, Yuhang Zhao · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper presents FocusView, an AI-powered video customization interface designed to help viewers with ADHD reduce distractions and maintain focus when watching informational videos. The research addresses the critical gap that while videos have become a dominant medium for…

    ADHD · video accessibility · video customization · distraction reduction · cognitive accessibility

  • Temp access: Reflecting on multimodal GAI as an accessibility technology for temporary disability

    Kate S. Glazko · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper presents an autoethnographic account of using multimodal generative AI (GAI) tools as accessibility technology during a period of temporary disability. The author, an accessibility researcher, experienced an illness that simultaneously impacted verbal communication,…

    generative AI · temporary disability · assistive technology · autoethnography · multimodal AI

  • A Review of 25 Years of Human-Computer Interaction Research on Reading Support Technologies for People with Disabilities Published in the ACM Digital Library

    Oliver Alonzo, Saad Hassan · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This systematic literature review analyzes 101 HCI publications from ACM venues spanning 2000 to 2024 that focus on reading support technologies for people with disabilities. The authors developed a comprehensive coding rubric covering publication metadata, contribution types,…

    systematic literature review · reading support · reading disability · dyslexia · blind or low vision

  • Generative AI for Teachers with Vision Impairments in the Global South: A Bridge Too Far?

    Manohar Swaminathan, Tarini Naik · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This mixed-methods study examines the readiness and capacity of teachers with vision impairments (TVIs) in India to leverage generative AI technologies in their teaching practice. The research combines in-depth interviews with 15 TVIs from 10 schools in Karnataka and a…

    generative AI · vision impairment · education · Global South · India

  • Exploring Shared Augmented Reality for Low-Vision Training of Activities of Daily Living

    Yong-Joon Thoo, Karim Aebischer, Nicolas Ruffieux, Denis Lalanne · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper investigates the feasibility of using co-located shared augmented reality (S-AR) to support low-vision therapist (LVT)-guided training for people with low vision. While virtual reality has shown promise for practicing orientation and mobility skills, it isolates users…

    low vision · augmented reality · vision rehabilitation · activities of daily living · shared AR

  • AT@Work: Intelligent Assistive Technologies for Enabling Workplace Inclusion

    Mario Heinz-Jakobs, Sinem Görmez, Hailey L Johnson, Jens Gerken, Max Pascher, Giulia Barbareschi, Saminda Sundeepa Balasuriya, Laurianne Sitbon, Carsten Röcker · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This workshop paper examines the role of digital assistive technologies (ATs) in advancing vocational inclusion for people with disabilities. Despite increasing policy efforts such as the United Nations Convention on the Rights of Persons with Disabilities (UNCRPD) and…

    assistive technology · workplace inclusion · vocational rehabilitation · collaborative robots · cognitive disability

  • Exploring Object Status Recognition for Recipe Progress Tracking in Non-Visual Cooking

    Franklin Mingzhe Li, Kaitlyn Ng, Bin Zhu, Patrick Carrington · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper presents OSCAR (Object Status Context Awareness for Recipes), a technical pipeline that uses object status recognition—tracking the condition and transformation of ingredients and tools—to support recipe progress tracking for blind and low vision (BLV) cooks. Unlike…

    blind and low vision · cooking accessibility · context awareness · object recognition · computer vision