Publications
- 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
in IEEE Transaction on Affective computing.
- Multimodal temporal machine learning for Bipolar Disorder and Depression Recognition
Francesco Ceccarelli and Marwa Mahmoud
in Pattern Analysis and Applications Special Issue on Computer Vision and Machine Learning for Healthcare Applications, June 2021
- DeepSinse: deep learning based detection of single molecules
John S H Danial, Raed Shalaby, Katia Cosentino, Marwa Mahmoud, Fady Medhat, David Klenerman and Ana J Garcia Saez
in Bioinformatics, May 2021
- Automatic Detection of Self-Adaptors for Psychological Distress
Weizhe Lin, Indigo Orton, Mingyu Liu and Marwa Mahmoud
in IEEE International Conference on Automatic Face and Gesture Recognition, Buenos Aires, May 2020
- Towards automatic monitoring of disease progression in sheep: A hierarchical model for sheep facial expressions analysis from video
Francisca Pessanha, Krista McLennan and Marwa Mahmoud
in IEEE International Conference on Automatic Face and Gesture Recognition, Buenos Aires, May 2020
- Multimodal Deep Learning Framework for Mental Disorder Recognition
Ziheng Zhang, Weizhe Lin, Mingyu Liu and Marwa Mahmoud
in IEEE International Conference on Automatic Face and Gesture Recognition, Buenos Aires, May 2020
- ALANet: Autoencoder-LSTM for pain and protective behaviour detection
Xinhui Yuan and Marwa Mahmoud
in EmoPain Face and Movement Behaviour Challenge, IEEE International Conference on Automatic Face and Gesture Recognition, Buenos Aires, May 2020
- The Role of Oxytocin in the Facial Mimicry of Affiliative vs. Non-Affiliative Emotions
Gabriela Pavarinia, Rui Sunb, Marwa Mahmoud, Ian Cross, Simone Schnall, Agneta Fischerd, Julia Deakine, Hisham Ziauddeene, Aleksandr Koganb, Laura Vuillier
in Psychoneuroendocrinology, Elsevier, Volume 109, November 2019
- Pose-Informed Face Alignment for Extreme Head Pose Variations in Animals
Charlie Hewitt and Marwa Mahmoud
in Affective Computing and Intelligent Interaction, Cambridge, UK, September 2019
- Development of an Automated Pain Facial Expression Detection System for Sheep (Ovis Aries)
Krista McLennan and Marwa Mahmoud
in Animals, Volume 9, Issue 4 , Page 196, 29 April 2019
- Considering Race a Problem of Transfer Learning
Akbir Khan and Marwa Mahmoud
in IEEE Winter conference on Applications of Computer Vision (WACV) Workshop on Demographic Effects in Biometric Systems, Hawaii, USA, January 2019
- Pain estimation in sheep using computer vision
Marwa Mahmoud, Yiting Lu, Xijie Hou, Krista Mclennan, Peter Robinson
in ACM Book chapter in the 2nd edition of "the handbook of pain and palliative care", Springer, 2018
- Enhanced Traffic Simulation for Improved Realism in Driving Simulators
Bihao Wang, Marwa Mahmoud, Hannah Close, Javier Echevarria Cuesta, Quentin Stafford-Fraser, Peter Robinson
in ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutoUI) - Work In Progress (WIP) track, Toronto, Canada, September 2018
- The ASC-Inclusion Perceptual Serious Gaming Platform for Autistic Children
Erik Marchi, et al.
in IEEE Transaction on computational intelligence and AI in Games, August 2018
- Analysis of yawning behaviour in spontaneous expressions of drowsy drivers
Zhuoni Jie, Marwa Mahmoud, Quentin Stafford-Fraser, Peter Robinson, Eduardo Dias, Lee Skrypchuk
in Human Behavior Understanding (HBU) workshop in IEEE International Conference on Automatic Face and Gesture Recognition, Xi'an, China, May 2018
- Multimodal Classification of Driver Glance
Daniel Baumann, Marwa Mahmoud, Peter Robinson
in Affective Computing and Intelligent Interaction, San Antonio, Texas, USA, October 2017
- Intelligent scheduling for in-car notifications
Jonathan Wright, Quentin Stafford-Fraser, Marwa Mahmoud, Peter Robinson, Eduardo Dias, Lee Skrypchuk
in the International Forum on Research and Technologies for Society and Industry (Special track on: Smart mobility), Modena, Italy, September 2017
- Automatic detection of a driver’s complex mental states
Zhiyi Ma, Marwa Mahmoud, Peter Robinson, Eduardo Dias, and Lee Skrypchuk
in International Conference on Computational Science and Its Applications, Trieste, Italy, July 2017
- Estimating sheep pain level using facial action unit detection
Yiting Lu, Marwa Mahmoud, Peter Robinson
in IEEE International Conference on Automatic Face and Gesture Recognition, Washington DC, USA, May 2017
- Towards a User-Centric In-Vehicle Navigational System
Olivia Wiles, Marwa Mahmoud, Peter Robinson, Eduardo Dias and Lee Skrypchuk
in International Conference on Automotive User Interfaces and Interactive Vehicular Applications, MI, USA, October 2016
- Towards automatic analysis of gestures and body expressions in depression
Marwa Mahmoud and Peter Robinson
in Pervasive Health Workshop on Affective Interaction with Virtual Assistants within the Healthcare Context, Cancun, Mexico, May 2016
- Automatic analysis of naturalistic hand-over-face gestures
Marwa Mahmoud, Tadas Baltrušaitis and Peter Robinson
in ACM Transaction on Interactive Intelligent Systems, Volume 6 Issue 2, July 2016
- Decoupling facial expressions and head motions in complex emotions
Andra Adams, Marwa Mahmoud, Tadas Baltrušaitis and Peter Robinson
in International Conference on Affective Computing and Intelligent Interaction, Xi'an, China, September 2015
- Cross-dataset learning and person-specific normalisation for automatic Action Unit detection
Tadas Baltrušaitis, Marwa Mahmoud and Peter Robinson
in Facial Expression Recognition and Analysis Challenge in IEEE International Conference on Automatic Face and Gesture Recognition, Ljublijana, Slovenia, May 2015
[Winner of segmented emotional intensity challenge]
- Recent developments and results of ASC-Inclusion: An integrated internet-based environment for social inclusion of children with autism spectrum conditions
Björn Schuller, et al.
in Intelligent Digital Games for Empowerment and Inclusion Workshop, ACM conference on Intelligent User Interfaces(IUI), Atlanta, USA, March 2015
- Automatic face analysis tools for interactive digital games
Marwa Mahmoud, Tadas Baltrušaitis, Vlad Gavrila, Mariusz Rozycki, Leonardo Impett and Peter Robinson
in Intelligent Digital Games for Empowerment and Inclusion Workshop, ACM conference on Intelligent User Interfaces (IUI), Atlanta, USA, March 2015
- Automatic detection of naturalistic hand-over-face gesture descriptors
Marwa Mahmoud, Tadas Baltrušaitis, and Peter Robinson
in the International Conference on Multimodal Interaction, Istanbul, Turkey, November 2014
[Best student paper award]
- Automatic audiovisual behavior descriptors for psychological disorder analysis
Stefan Scherer, Giota Stratou, Gale Lucas, Marwa Mahmoud, Jill Boberg, Jonathan Gratch, Albert (Skip) Rizzo and Louis-Philippe Morency
in Image and Vision Computing Journal, 2014
- Automatic multimodal descriptors of rhythmic body movement
Marwa Mahmoud, Louis-Philippe Morency, and Peter Robinson
in the International Conference on Multimodal Interaction, Sydney, Australia, December 2013
- Automatic behavior descriptors for psychological disorder analysis
Stefan Scherer, Giota Stratou, Marwa Mahmoud, Jill Boberg, Jonathan Gratch, Albert (Skip) Rizzo and Louis-Philippe Morency
in IEEE International Conference on Automatic Face and Gesture Recognition, Shanghai, China, April 2013
[Best paper award]
- Crowdsouring in emotion studies across time and culture
Marwa Mahmoud, Tadas Baltrušaitis, and Peter Robinson
in Workshop on Crowdsourcing for Multimedia, ACM Multimedia, Nara, Japan, October 2012
- Interpreting hand-over-face gestures
Marwa Mahmoud and Peter Robinson
in the Doctoral Consortium in International Conference on Affective Computing and Intelligent Interaction, Memphis, TN, October 2011
- 3D corpus of spontaneous complex mental states
Marwa Mahmoud, Tadas Baltrušaitis, Peter Robinson and Laurel Riek
in International Conference on Affective Computing and Intelligent Interaction, Memphis, TN, October 2011
- Real-time inference of mental states from facial expressions and upper
body gestures
Tadas Baltrušaitis, Daniel McDuff, Ntombikayise Banda, Marwa Mahmoud, Rana el Kaliouby, Rosalind Picard, and Peter Robinson
in IEEE Intl Conference on Automatic Face and Gesture Recognition, Facial Expression Recognition and Analysis Challenge, Santa Barbara, CA, March 2011
- Towards Communicative Face Occlusions: Machine Detection of Hand-over-Face Gestures
Marwa Mahmoud, Rana el Kaliouby, and Amr Goneid
in Intl Conf. on Image Analysis and Recognition, Halifax, Canada, July 2009