Marwa Mahmoud

45 papers B 16Journal 14Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient Dense Crowd Trajectory Prediction Via Dynamic Clustering.
CoRR
Antonius Bima Murti Wijaya, Paul Henderson, Marwa Mahmoud
2025 B conf
A multimodal Framework for exploring behavioural cues for automatic Stress Detection.
ICMI
Rebecca Valerio, Marwa Mahmoud
2025 J jnl
Cross-Language Bias Examination in Large Language Models.
CoRR
Yuxuan Liang, Marwa Mahmoud
2025 J jnl
Interpretable Concept-based Deep Learning Framework for Multimodal Human Behavior Modeling.
CoRR
Xinyu Li, Marwa Mahmoud
2024 — conf
Query-Based Topic Modeling and Trend Analysis in Scientific Literature.
ICM
Ahmed Tarek, Marwa Mahmoud, Basma Afifi, Maggie Mashaly, Mervat Abu-Elkheir
2024 B conf
Unlocking the Black Box: Concept-Based Modeling for Interpretable Affective Computing Applications.
FG
Xinyu Li, Marwa Mahmoud
2023 — conf
Affective Computing for Mental Wellbeing: Challenges, Opportunities, and Promising Synergies.
ACIIW
Iulia Lefter, David D. Luxton, Alice Baird, Theodora Chaspari, Zakia Hammal, Marwa Mahmoud, Albert Ali Salah
2023 J jnl
Going Deeper than Tracking: A Survey of Computer-Vision Based Recognition of Animal Pain and Emotions.
Int. J. Comput. Vis.
Sofia Broomé, Marcelo Feighelstein, Anna Zamansky, Gabriel Carreira Lencioni, Pia Haubro Andersen, Francisca Pessanha, Marwa Mahmoud, Hedvig Kjellström, Albert Ali Salah
2023 — conf
Interactive Technologies for AI in Healthcare: Diagnosis, Management, and Assistance (ITAH).
IUI Companion
Oznur Alkan, Oya Çeliktutan, Hanan Salam, Marwa Mahmoud, Greg Buckley, Niamh Phelan
2023 J jnl
Looking at the Body: Automatic Analysis of Body Gestures and Self-Adaptors in Psychological Distress.
IEEE Trans. Affect. Comput.
Weizhe Lin, Indigo Orton, Qingbiao Li, Gabriela Pavarini, Marwa Mahmoud
2023 — conf
Open-Sheep-Face: A Comprehensive Application for Sheep Face Analysis and Pain Estimation.
ACIIW
Zejian Feng, Martina Karaskova, Marwa Mahmoud
2023 — conf
Towards early prediction of neurodevelopmental disorders: Computational model for Face Touch and Self-adaptors in Infants.
ICMI Companion
Bruno Tafur, Staci Weiss, Marwa Mahmoud
2023 J jnl
Towards early prediction of neurodevelopmental disorders: Computational model for Face Touch and Self-adaptors in Infants.
CoRR
Bruno Tafur, Marwa Mahmoud, Staci Weiss
2022 J jnl
Going Deeper than Tracking: a Survey of Computer-Vision Based Recognition of Animal Pain and Affective States.
CoRR
Sofia Broomé, Marcelo Feighelstein, Anna Zamansky, Gabriel Carreira Lencioni, Pia Haubro Andersen, Francisca Pessanha, Marwa Mahmoud, Hedvig Kjellström, Albert Ali Salah
2022 J jnl
Multimodal temporal machine learning for Bipolar Disorder and Depression Recognition.
Pattern Anal. Appl.
Francesco Ceccarelli, Marwa Mahmoud
2020 B conf
ALANet: Autoencoder-LSTM for pain and protective behaviour detection.
FG
Xinhui Yuan, Marwa Mahmoud
2020 B conf
Automatic Detection of Self-Adaptors for Psychological Distress.
FG
Weizhe Lin, Indigo Orton, Mingyu Liu, Marwa Mahmoud
2020 J jnl
Looking At The Body: Automatic Analysis of Body Gestures and Self-Adaptors in Psychological Distress.
CoRR
Weizhe Lin, Indigo Orton, Qingbiao Li, Gabriela Pavarini, Marwa Mahmoud
2020 B conf
Multimodal Deep Learning Framework for Mental Disorder Recognition.
FG
Ziheng Zhang, Weizhe Lin, Mingyu Liu, Marwa Mahmoud
2020 B conf
Towards automatic monitoring of disease progression in sheep: A hierarchical model for sheep facial expressions analysis from video.
FG
Francisca Pessanha, Krista McLennan, Marwa Mahmoud
2019 — conf
Considering Race a Problem of Transfer Learning.
WACV Workshops
Akbir Khan, Marwa Mahmoud
2019 B conf
Pose-Informed Face Alignment for Extreme Head Pose Variations in Animals.
ACII
Charlie Hewitt, Marwa Mahmoud
2019 J jnl
The ASC-Inclusion Perceptual Serious Gaming Platform for Autistic Children.
IEEE Trans. Games
Erik Marchi, Tadas Baltrusaitis, Andra Adams, Marwa Mahmoud, Ofer Golan, Shimrit Fridenson-Hayo, Shahar Tal, Shai Newman, Noga Meir-Goren, Antonio Camurri, Stefano Piana, Björn W. Schuller, Sven Bölte, T. Metin Sezgin, Nese Alyüz, Agnieszka Rynkiewicz, Aurelie Baranger, Alice Baird, Simon Baron-Cohen, Amandine Lassalle, Helen O'Reilly, Delia Pigat, Peter Robinson, Ian Davies
2018 B conf
Analysis of Yawning Behaviour in Spontaneous Expressions of Drowsy Drivers.
FG
Zhuoni Jie, Marwa Mahmoud, Quentin Stafford-Fraser, Peter Robinson, Eduardo Dias, Lee Skrypchuk
2018 J jnl
Considering Race a Problem of Transfer Learning.
CoRR
Akbir Khan, Marwa Mahmoud
2018 — conf
Enhanced Traffic Simulation for Improved Realism in Driving Simulators.
AutomotiveUI (adjunct)
Bihao Wang, Marwa Mahmoud, Javier Echevarría Cuesta, Hannah Close, Quentin Stafford-Fraser, Peter Robinson
2018 J jnl
Shape-only Features for Plant Leaf Identification.
CoRR
Charlie Hewitt, Marwa Mahmoud
2017 — conf
Automatic Detection of a Driver's Complex Mental States.
ICCSA (3)
Zhiyi Ma, Marwa Mahmoud, Peter Robinson, Eduardo Dias, Lee Skrypchuk
2017 B conf
Estimating Sheep Pain Level Using Facial Action Unit Detection.
FG
Yiting Lu, Marwa Mahmoud, Peter Robinson
2017 — conf
Intelligent scheduling for in-car notifications.
RTSI
Jonathan Wright, Quentin Stafford-Fraser, Marwa Mahmoud, Peter Robinson, Eduardo Dias, Lee Skrypchuk
2017 B conf
Multimodal classification of driver glance.
ACII
Daniel Baumann, Marwa Mahmoud, Peter Robinson, Eduardo Dias, Lee Skrypchuk
2016 J jnl
Automatic Analysis of Naturalistic Hand-Over-Face Gestures.
ACM Trans. Interact. Intell. Syst.
Marwa Mahmoud, Tadas Baltrusaitis, Peter Robinson
2016 — conf
Towards a User-Centric In-Vehicle Navigational System.
AutomotiveUI
Olivia Wiles, Marwa Mahmoud, Peter Robinson, Eduardo Dias, Lee Skrypchuk
2016 — conf
Towards automatic analysis of gestures and body expressions in depression.
PervasiveHealth
Marwa Mahmoud, Peter Robinson
2015 — —
Analysis of hand-over-face gestures in natural expressions.
Marwa Mahmoud
2015 B conf
Cross-dataset learning and person-specific normalisation for automatic Action Unit detection.
FG
Tadas Baltrusaitis, Marwa Mahmoud, Peter Robinson
2015 B conf
Decoupling facial expressions and head motions in complex emotions.
ACII
Andra Adams, Marwa Mahmoud, Tadas Baltrusaitis, Peter Robinson
2014 B conf
Automatic Detection of Naturalistic Hand-over-Face Gesture Descriptors.
ICMI
Marwa Mahmoud, Tadas Baltrusaitis, Peter Robinson
2014 J jnl
Automatic audiovisual behavior descriptors for psychological disorder analysis.
Image Vis. Comput.
Stefan Scherer, Giota Stratou, Gale M. Lucas, Marwa Mahmoud, Jill Boberg, Jonathan Gratch, Albert A. Rizzo, Louis-Philippe Morency
2013 B conf
Automatic behavior descriptors for psychological disorder analysis.
FG
Stefan Scherer, Giota Stratou, Marwa Mahmoud, Jill Boberg, Jonathan Gratch, Albert A. Rizzo, Louis-Philippe Morency
2013 B conf
Automatic multimodal descriptors of rhythmic body movement.
ICMI
Marwa Mahmoud, Louis-Philippe Morency, Peter Robinson
2011 — conf
3D Corpus of Spontaneous Complex Mental States.
ACII (1)
Marwa Mahmoud, Tadas Baltrusaitis, Peter Robinson, Laurel D. Riek
2011 — conf
Interpreting Hand-Over-Face Gestures.
ACII (2)
Marwa Mahmoud, Peter Robinson
2011 B conf
Real-time inference of mental states from facial expressions and upper body gestures.
FG
Tadas Baltrusaitis, Daniel McDuff, Ntombikayise Banda, Marwa Mahmoud, Rana El Kaliouby, Peter Robinson, Rosalind W. Picard
2009 — conf
Towards Communicative Face Occlusions: Machine Detection of Hand-over-Face Gestures.
ICIAR
Marwa Mahmoud, Rana El Kaliouby, Amr Goneid