3 papers
cs.CV2026
Do Depressive Facial Patterns Transfer Across Cultures and Contexts? Evidence from a German RCT and E-DAIC
Misha Sadeghi, Robert Richer, Lydia Helene Rupp +7
Automated assessment of depression from facial dynamics holds promise for scalable mental health monitoring, yet cross-corpus generalization of learned biomarkers remains an open c…
cs.CV2025
Optimized Learned Image Compression for Facial Expression Recognition
Xiumei Li, Marc Windsheimer, Misha Sadeghi +2
Efficient data compression is crucial for the storage and transmission of visual data. However, in facial expression recognition (FER) tasks, lossy compression often leads to featu…
cs.CV2024
Exploring Facial Biomarkers for Detecting Depression through Temporal Analysis of Action Units
Aditya Parikh, Misha Sadeghi, Robert Richer +9
Depression is characterized by persistent sadness and loss of interest, significantly impairing daily functioning and now a widespread mental disorder. Traditional diagnostic metho…