ICCV 2025 Workshop CV4A11y Submissions

Real-Time Scene Understanding for Blind Users: Enhancing Vision-Language Models for Accessibility
Loan Gia
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- CV4A11y
- Readers: Everyone
Metrics for Fine-Grained Evaluation of Inline Audio Descriptions
Subhashini Venugopalan, Amy Pavel, Tyler Roper, Jimmy Tobin, Emily Wilson, Jenny Tan, Alicia Martin, Anton Kast
- Published: 28 Aug 2025, Last Modified: 29 Aug 2025
- CV4A11y
- Readers: Everyone
Towards Accessible Image Set Descriptions with ImageSet2Text
Piera Riccio, Luis Domene García, Nuria M Oliver
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- CV4A11y
- Readers: Everyone
Challenges in Visual Entailment for Accessibility
Ishant Yunay Chintapatla, Kazuma Choji, Naaisha Agarwal, Charles Duong, Vasu Sharma, Sean O'Brien, Kevin Zhu
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- CV4A11y
- Readers: Everyone
Guiding Multimodal Large Language Models with Blind and Low Vision Visual Questions for Proactive Visual Interpretations
Ricardo Enrique Gonzalez Penuela, Felipe Arias-Russi, Victor Capriles
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- CV4A11y
- Readers: Everyone
Human-centered Evaluation of Generative Models for Emotional 3D Animation Generation in VR
ICCV 2025 Workshop CV4A11y Submission17 Authors
- 06 Aug 2025 (modified: 28 Aug 2025)
- Submitted to CV4A11y
- Readers: Everyone
Towards Accessible Education: A Benchmark for AI-Powered Assistive Grading
Ruslan Khrulev
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- CV4A11y
- Readers: Everyone
"Does the cafe entrance look accessible? Where is the door?" Towards Geospatial AI Agents for Visual Inquiries
Jon E. Froehlich, Jared Hwang, Zeyu Wang, John S. O'Meara, Xia Su, William Huang, Yang Zhang, Alexander J. Fiannaca, Philip Nelson, Shaun Kane
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- CV4A11y
- Readers: Everyone
Prompting with Sign Parameters for Low-resource Sign Language Instruction Generation
Md. Tariquzzaman, Md Farhan Ishmam, Saiyma Sittul Muna, Md Kamrul Hasan, Hasan Mahmud
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- CV4A11y
- Readers: Everyone
Introduction to the First Workshop on Vision Foundation Models and Generative AI for Accessibility
Yapeng Tian, Yuhang Zhao, Jon E. Froehlich, Chu Li, Yuheng Wu
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- CV4A11y
- Readers: Everyone
Automated Context-Aware Navigation Support for Individuals with Visual Impairment Using Multimodal Language Models in Urban Environments
Alton Chao, Erika Maquiling, Edmund Chao, Roshan Sanjeev, Tonko Emil Westerhof Bossen, Ross Greer
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- CV4A11y
- Readers: Everyone
Seeing in 2D, Thinking in 3D: 3D Hand Mesh-Guided Feature Learning for Continuous Fingerspelling
Katerina Papadimitriou, Panagiotis Filntisis, George Retsinas, Gerasimos Potamianos, Petros Maragos
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- CV4A11y
- Readers: Everyone
Eco-Efficient Surveillance: Transforming Video Data into Actionable Text Summaries
ICCV 2025 Workshop CV4A11y Submission10 Authors
- 01 Jul 2025 (modified: 28 Aug 2025)
- Submitted to CV4A11y
- Readers: Everyone
RGB-Based Visual-Inertial Odometry via Knowledge Distillation from Self-Supervised Depth Estimation with Foundation Models
ICCV 2025 Workshop CV4A11y Submission9 Authors
- 30 Jun 2025 (modified: 28 Aug 2025)
- Submitted to CV4A11y
- Readers: Everyone
VisualSpeaker: Visually-Guided 3D Avatar Lip Synthesis
Alexandre Symeonidis-Herzig, Ozge Mercanoglu Sincan, Richard Bowden
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- CV4A11y
- Readers: Everyone
ADBM: Adversarial Diffusion Bridge Model for Denoising of 3D Point Cloud Data
ICCV 2025 Workshop CV4A11y Submission7 Authors
- 30 Jun 2025 (modified: 28 Aug 2025)
- Submitted to CV4A11y
- Readers: Everyone
RampNet: A Two-Stage Pipeline for Bootstrapping Curb Ramp Detection in Streetscape Images from Open Government Metadata
John S. O'Meara, Jared Hwang, Zeyu Wang, Mikey Saugstad, Jon E. Froehlich
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- CV4A11y
- Readers: Everyone
Beyond Prototypes: Challenges in Deploying XR Smart Glasses as Assistive Devices for People with Cerebral Visual Impairment
ICCV 2025 Workshop CV4A11y Submission5 Authors
- 30 Jun 2025 (modified: 28 Aug 2025)
- Submitted to CV4A11y
- Readers: Everyone
Who's Asking? Investigating Bias Through the Lens of Disability-Framed Queries in LLMs
Vishnu Hari, Kalpana Panda, Srikant Panda, Amit Agarwal, Hitesh Laxmichand Patel
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- CV4A11y
- Readers: Everyone
The Escalator Problem: Identifying Implicit Motion Blindness in AI for Accessibility
Xiantao Zhang
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- CV4A11y
- Readers: Everyone
SignLLM: Sign Language Production Large Language Models
Sen Fang, Chen Chen, Lei Wang, Ce Zheng, Chunyu Sui, Yapeng Tian
- Published: 28 Aug 2025, Last Modified: 28 Aug 2025
- CV4A11y
- Readers: Everyone