4 papers
Beyond Contact Sensors: Deep learning with Pseudo-Labeling for remote Photoplethysmography
Bhargav Acharya, Barbara Hammer, Hanna Drimalla
Heart rate is a critical biomarker of health, and remote photoplethysmography (rPPG) enables its contactless estimation from video data for telemedicine applications. Recent advanc…
What Clinicians Need: Designing, Developing and Evaluating an AI-Based Decision Support System for Autism Assessment
Ulrike Schäfer, William Saakyan, Matthias Norden +5
AI methods promise to support autism spectrum condition (ASC) diagnostics in adults, a complex and time-consuming process, that is characterized by a shortage of specialized clinic…
Video-based Social Interaction Behavior Analysis with the Simulated Interaction Task for Children (Kids-SIT)
Rituja Pardhi, Matthias Norden, William Saakyan +5
Accurately quantifying children's social interaction behavior is part of understanding their cognitive and emotional development, as well as mental health conditions. Kids-SIT is a…
Generalization of Video-Based Heart Rate Estimation Methods To Low Illumination and Elevated Heart Rates
Bhargav Acharya, William Saakyan, Barbara Hammer +1
Heart rate is a physiological signal that provides information about an individual's health and affective state. Remote photoplethysmography (rPPG) allows the estimation of this si…