Marwa Mahmoud

Cross-dataset learning and person-specific normalisation for automatic Action Unit detection

Tadas Baltrušaitis, Marwa Mahmoud, Peter Robinson · 2015 · 416 citations

Artificial Intelligence, Engineering, Machine Learning +22

Automatic behavior descriptors for psychological disorder analysis

Stefan Scherer, Giota Stratou, Marwa Mahmoud et al. · 2013 · 143 citations

Automatic Behavior Descriptors, Mental Health, Multimodal Sentiment Analysis +19

Automatic audiovisual behavior descriptors for psychological disorder analysis

Stefan Scherer, Giota Stratou, Gale Lucas et al. · Image and Vision Computing · 2014 · 118 citations

Music, Audio Mining, Speech Analysis +6

Multimodal Deep Learning Framework for Mental Disorder Recognition

Ziheng Zhang, Weizhe Lin, Mingyu Liu et al. · 2020 · 76 citations

Engineering, Machine Learning, Autoencoders +19

Real-time inference of mental states from facial expressions and upper body gestures

Tadas Baltrušaitis, Daniel McDuff, Ntombikayise Banda et al. · 2011 · 71 citations

Real-time Inference, Engineering, Biometrics +26