3 papers
cs.CV2026
Benchmarking Video Foundation Models for Remote Parkinson's Disease Screening
Md Saiful Islam, Ekram Hossain, Abdelrahman Abdelkader +11
Video-based assessments offer a scalable pathway for remote Parkinson's disease (PD) screening. While traditional approaches rely on handcrafted features mimicking clinical scales,…
cs.CV2024
Hi5: Synthetic Data for Inclusive, Robust, Hand Pose Estimation
Masum Hasan, Cengiz Ozel, Nina Long +5
Hand pose estimation plays a vital role in capturing subtle nonverbal cues essential for understanding human affect. However, collecting diverse, expressive real-world data remains…
eess.IV2023
Unmasking Parkinson's Disease with Smile: An AI-enabled Screening Framework
Tariq Adnan, Md Saiful Islam, Wasifur Rahman +6
We present an efficient and accessible PD screening method by leveraging AI-driven models enabled by the largest video dataset of facial expressions from 1,059 unique participants.…