Literature Reviews

Reviewed research papers, articles, and publications relevant to digital accessibility.

3 results found tagged IoT.

Multi-Perspective Visual Contrastive Decoding for Reliable Assistance

Bocheng Pan, Hailong Shi, Xingyu Gao (2026) — ACM Transactions on Internet of Things

This technical paper presents MPVCD (Multi-Perspective Visual Contrastive Decoding), a framework designed to address the reliability of AI-generated visual descriptions for people who are blind or have low vision (BLV). The core problem it tackles: w…
Crowd-AI Camera Sensing in the Real World

Anhong Guo, Anuraag Jain, Shomiron Ghose, Gierad Laput, Chris Harrison, Jeffrey P. Bigham (2018) — Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

This paper presents Zensors++, a hybrid crowd-AI camera sensing system that allows users to point a networked camera at a scene, define a natural language question about it (such as "Is the coffee machine in use?" or "How many people are in the room?…
CHIMELIGHT: Augmenting Instruments in Interactive Music Therapy for Children with Neurodevelopmental Disorders

Joana Lobo, Soichiro Matsuda, Izumi Futamata, Ryoichi Sakuta, Kenji Suzuki (2019) — Proceedings of the 21st International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS)

This paper presents CHIMELIGHT, an IoT-based system that augments handchime musical instruments with real-time visual feedback to support music therapists working with children who have neurodevelopmental disorders (NDDs) including autism spectrum di…