15 citations · 17 across the 4 of their papers we have counts for
4 papers
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers
Monika Gahalawat, Maneesh Bilalpur, Raul Fernandez Rojas +3
Depression is a debilitating mood disorder negatively impacting millions worldwide. While researchers have explored multiple verbal and non-verbal behavioural cues for automated de…
Explainable Depression Detection via Head Motion Patterns
Monika Gahalawat, Raul Fernandez Rojas, Tanaya Guha +2
While depression has been studied via multimodal non-verbal behavioural cues, head motion behaviour has not received much attention as a biomarker. This study demonstrates the util…
Explainable Human-centered Traits from Head Motion and Facial Expression Dynamics
Surbhi Madan, Monika Gahalawat, Tanaya Guha +2
We explore the efficacy of multimodal behavioral cues for explainable prediction of personality and interview-specific traits. We utilize elementary head-motion units named kinemes…
Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics
Surbhi Madan, Monika Gahalawat, Tanaya Guha +1
We demonstrate the utility of elementary head-motion units termed kinemes for behavioral analytics to predict personality and interview traits. Transforming head-motion patterns in…