Marwa Mahmoud

According to our database, Marwa Mahmoud authored at least 38 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Looking at the Body: Automatic Analysis of Body Gestures and Self-Adaptors in Psychological Distress.

Weizhe Lin, Indigo Orton, Qingbiao Li, Gabriela Pavarini, Marwa Mahmoud

IEEE Trans. Affect. Comput., 2023

Going Deeper than Tracking: A Survey of Computer-Vision Based Recognition of Animal Pain and Emotions.

Sofia Broomé, Marcelo Feighelstein, Anna Zamansky, Gabriel Carreira Lencioni, Pia Haubro Andersen, Francisca Pessanha, Marwa Mahmoud, Hedvig Kjellström, Albert Ali Salah

Int. J. Comput. Vis., 2023

Interactive Technologies for AI in Healthcare: Diagnosis, Management, and Assistance (ITAH).

Oznur Alkan, Oya Çeliktutan, Hanan Salam, Marwa Mahmoud, Greg Buckley, Niamh Phelan

Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Towards early prediction of neurodevelopmental disorders: Computational model for Face Touch and Self-adaptors in Infants.

Bruno Tafur, Staci Weiss, Marwa Mahmoud

Proceedings of the International Conference on Multimodal Interaction, 2023

Affective Computing for Mental Wellbeing: Challenges, Opportunities, and Promising Synergies.

Iulia Lefter, David D. Luxton, Alice Baird, Theodora Chaspari, Zakia Hammal, Marwa Mahmoud, Albert Ali Salah

Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023

Open-Sheep-Face: A Comprehensive Application for Sheep Face Analysis and Pain Estimation.

Zejian Feng, Martina Karaskova, Marwa Mahmoud

Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023

2022

Multimodal temporal machine learning for Bipolar Disorder and Depression Recognition.

Francesco Ceccarelli, Marwa Mahmoud

Pattern Anal. Appl., 2022

Going Deeper than Tracking: a Survey of Computer-Vision Based Recognition of Animal Pain and Affective States.

Sofia Broomé, Marcelo Feighelstein, Anna Zamansky, Gabriel Carreira Lencioni, Pia Haubro Andersen, Francisca Pessanha, Marwa Mahmoud, Hedvig Kjellström, Albert Ali Salah

CoRR, 2022

2021

DeepSinse: deep learning-based detection of single molecules.

John S. H. Danial, Raed Shalaby, Katia Cosentino, Marwa M. Mahmoud, Fady Medhat, David Klenerman, Ana J. Garcia Saez

Bioinform., 2021

2020

Multimodal Deep Learning Framework for Mental Disorder Recognition.

Ziheng Zhang, Weizhe Lin, Mingyu Liu, Marwa Mahmoud

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

ALANet: Autoencoder-LSTM for pain and protective behaviour detection.

Xinhui Yuan, Marwa Mahmoud

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Towards automatic monitoring of disease progression in sheep: A hierarchical model for sheep facial expressions analysis from video.

Francisca Pessanha, Krista McLennan, Marwa Mahmoud

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Automatic Detection of Self-Adaptors for Psychological Distress.

Weizhe Lin, Indigo Orton, Mingyu Liu, Marwa Mahmoud

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019

The ASC-Inclusion Perceptual Serious Gaming Platform for Autistic Children.

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

IEEE Trans. Games, 2019

Considering Race a Problem of Transfer Learning.

Akbir Khan, Marwa Mahmoud

Proceedings of the IEEE Winter Applications of Computer Vision Workshops, 2019

Pose-Informed Face Alignment for Extreme Head Pose Variations in Animals.

Charlie Hewitt, Marwa Mahmoud

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

2018

Shape-only Features for Plant Leaf Identification.

Charlie Hewitt, Marwa Mahmoud

CoRR, 2018

Analysis of Yawning Behaviour in Spontaneous Expressions of Drowsy Drivers.

Zhuoni Jie, Marwa Mahmoud, Quentin Stafford-Fraser, Peter Robinson, Eduardo Dias, Lee Skrypchuk

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Enhanced Traffic Simulation for Improved Realism in Driving Simulators.

Bihao Wang, Marwa Mahmoud, Javier Echevarría Cuesta, Hannah Close, Quentin Stafford-Fraser, Peter Robinson

Proceedings of the Adjunct Proceedings of the 10th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2018

2017

Intelligent scheduling for in-car notifications.

Jonathan Wright, Quentin Stafford-Fraser, Marwa Mahmoud, Peter Robinson, Eduardo Dias, Lee Skrypchuk

Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017

Automatic Detection of a Driver's Complex Mental States.

Zhiyi Ma, Marwa Mahmoud, Peter Robinson, Eduardo Dias, Lee Skrypchuk

Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

Estimating Sheep Pain Level Using Facial Action Unit Detection.

Yiting Lu, Marwa Mahmoud, Peter Robinson

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Multimodal classification of driver glance.

Daniel Baumann, Marwa Mahmoud, Peter Robinson, Eduardo Dias, Lee Skrypchuk

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016

Automatic Analysis of Naturalistic Hand-Over-Face Gestures.

Marwa Mahmoud, Tadas Baltrusaitis, Peter Robinson

ACM Trans. Interact. Intell. Syst., 2016

Towards automatic analysis of gestures and body expressions in depression.

Marwa Mahmoud, Peter Robinson

Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2016

Towards a User-Centric In-Vehicle Navigational System.

Olivia Wiles, Marwa Mahmoud, Peter Robinson, Eduardo Dias, Lee Skrypchuk

Proceedings of the 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2016

2015

Analysis of hand-over-face gestures in natural expressions.

Marwa Mahmoud

PhD thesis, 2015

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

Tadas Baltrusaitis, Marwa Mahmoud, Peter Robinson

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Decoupling facial expressions and head motions in complex emotions.

Andra Adams, Marwa Mahmoud, Tadas Baltrusaitis, Peter Robinson

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014

Automatic audiovisual behavior descriptors for psychological disorder analysis.

Stefan Scherer, Giota Stratou, Gale M. Lucas, Marwa Mahmoud, Jill Boberg, Jonathan Gratch, Albert A. Rizzo, Louis-Philippe Morency

Image Vis. Comput., 2014

Automatic Detection of Naturalistic Hand-over-Face Gesture Descriptors.

Marwa Mahmoud, Tadas Baltrusaitis, Peter Robinson

Proceedings of the 16th International Conference on Multimodal Interaction, 2014

2013

Automatic multimodal descriptors of rhythmic body movement.

Marwa Mahmoud, Louis-Philippe Morency, Peter Robinson

Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Automatic behavior descriptors for psychological disorder analysis.

Stefan Scherer, Giota Stratou, Marwa Mahmoud, Jill Boberg, Jonathan Gratch, Albert A. Rizzo, Louis-Philippe Morency

Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

2012

Crowdsouring in emotion studies across time and culture.

Marwa M. Mahmoud, Tadas Baltrusaitis, Peter Robinson

Proceedings of the ACM multimedia 2012 workshop on Crowdsourcing for multimedia, 2012

2011

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

Tadas Baltrusaitis, Daniel McDuff, Ntombikayise Banda, Marwa Mahmoud, Rana El Kaliouby, Peter Robinson, Rosalind W. Picard

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Interpreting Hand-Over-Face Gestures.

Marwa Mahmoud, Peter Robinson

Proceedings of the Affective Computing and Intelligent Interaction, 2011

3D Corpus of Spontaneous Complex Mental States.

Marwa Mahmoud, Tadas Baltrusaitis, Peter Robinson, Laurel D. Riek

Proceedings of the Affective Computing and Intelligent Interaction, 2011

2009

Towards Communicative Face Occlusions: Machine Detection of Hand-over-Face Gestures.

Marwa Mahmoud, Rana El Kaliouby, Amr Goneid

Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009