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• "Where Can I Park?" Understanding Human Perspectives and Scalably Detecting Disability Parking from Aerial Imagery

  Jared Hwang, Chu Li, Hanbyul Kang, Maryam Hosseini, Jon E. Froehlich · 2025 · ASSETS '25: Proceedings of the 27th International ACM SIGACCESS Conference on Computers and Accessibility

  This mixed-methods paper addresses the critical gap in understanding and assessing disability parking in the United States. Despite ADA mandates requiring 4-8% of public parking spaces to be accessible, there has been no large-scale investigation of the quality or allocation of…

  disability parking · computer vision · urban planning · aerial imagery · object detection

• 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

• 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

• 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

• Image Recognition Tools for Blind and Visually Impaired Users: An Emphasis on the Design Considerations

  Sandra Fernando, Chiemela Ndukwe, Bal Virdee, Ramzi Djemai · 2025 · ACM Transactions on Accessible Computing

  This research examines the current landscape of image recognition tools (IRT) designed for blind and visually impaired users, evaluating their capabilities against user needs and ISO ergonomic design standards. The authors conducted both a comprehensive review of 21 existing…

  image recognition · computer vision · blind and low vision · assistive technology · AI

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