Publications

Selected Publications Google Scholar page for the full list

Li, Xinyu and Mahmoud, Marwa (2026) AGCM: Attention-Guided Concept-based Model for Interpretable Affective Computing Applications. In: 20th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2026), Kyoto, Japan, 25-29 May 2026, (Accepted for Publication)
Guzhva, Oleksiy, Mahmoud, Marwa , Civan Dogan, Ozgur, Berthet, David and Högberg, Niclas (2026) The use of computer vision technologies for monitoring the behavior of dairy cattle. In: Berckmans, Daniel and Norton, Tomás (eds.) Advances in Precision Dairy and Beef Farming Technologies. Series: Burleigh Dodds series in agricultural science. Burleigh Dodds Science Publishing: Cambridge, UK. ISBN 9781835451946 (doi: 10.19103/AS.2025.0167.05)
Schuengel, C. et al. (2026) Behavior and the development of attachment: innovating assessment and theory building. Psychoanalytic Inquiry, (doi: 10.1080/07351690.2025.2609520) (Early Online Publication)
Valerio, Rebecca and Mahmoud, Marwa (2025) A Multimodal Framework for Exploring Behavioural Cues in Automatic Stress Detection. In: 27th ACM International Conference on Multimodal Interaction (ICMI 2025), Canberra, Australia, 13-17 Oct 2025, pp. 535-539. ISBN 9798400714993 (doi: 10.1145/3716553.3750797)
Li, Xinyu and Mahmoud, Marwa (2024) Unlocking the Black Box: Concept-Based Modeling for Interpretable Affective Computing Applications. In: The 18th IEEE International Conference on Automatic Face and Gesture Recognition, Istanbul, Turkey, 27-31 May 2024, (doi: 10.1109/FG59268.2024.10581918)
Tafur, Bruno, Weiss, Staci and Mahmoud, Marwa (2023) Towards Early Prediction of Neurodevelopmental Disorders: Computational Model for Face Touch and Self-adaptors in Infants. In: ICMI 2023 Workshop on Bridging Social Sciences and AI for Understanding Child Behavior, Paris, France, 9-13 October 2023, pp. 426-434. ISBN 9798400703218 (doi: 10.1145/3610661.3616238)
Lin, Weizhe, Orton, Indigo, Li, Qingbiao, Pavarini, Gabriela and Mahmoud, Marwa (2023) Looking at the body: automatic analysis of body gestures and self-adaptors in psychological distress. IEEE Transactions on Affective Computing, 14(2), pp. 1175-1187. (doi: 10.1109/TAFFC.2021.3101698)
Broomé, Sofia, Feighelstein, Marcelo, Zamansky, Anna, Carreira Lencioni, Gabriel, Haubro Andersen, Pia, Pessanha, Francisca, Mahmoud, Marwa , Kjellström, Hedvig and Salah, Albert Ali (2023) Going deeper than tracking: a survey of computer-vision based recognition of animal pain and emotions. International Journal of Computer Vision, 131(2), pp. 572-590. (doi: 10.1007/s11263-022-01716-3)
Ceccarelli, Francesco and Mahmoud, Marwa (2022) Multimodal temporal machine learning for bipolar disorder and depression recognition. Pattern Analysis and Applications, 25(3), pp. 493-504. (doi: 10.1007/s10044-021-01001-y)
Marchi, E. et al. (2019) The ASC-inclusion perceptual serious gaming platform for autistic children. IEEE Transactions on Games, 11(4), pp. 328-339. (doi: 10.1109/TG.2018.2864640)
Lin, Weizhe, Orton, Indigo, Liu, Mingyu and Mahmoud, Marwa (2020) Automatic Detection of Self-Adaptors for Psychological Distress. In: 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), Buenos Aires, Argentina, 16-20 Nov 2020, pp. 371-378. ISBN 9781728130798 (doi: 10.1109/FG47880.2020.00032)
Pessanha, Francisca, McLennan, Krista and Mahmoud, Marwa (2020) Towards Automatic Monitoring of Disease Progression in Sheep: a Hierarchical Model for Sheep Facial Expressions Analysis from Video. In: 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), Buenos Aires, Argentina, 16-20 Nov 2020, pp. 387-393. ISBN 9781728130798 (doi: 10.1109/FG47880.2020.00107)
Yuan, Xinhui and Mahmoud, Marwa (2020) ALANet:Autoencoder-LSTM for Pain and Protective Behaviour Detection. In: 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), Buenos Aires, Argentina, 16-20 Nov 2020, pp. 824-828. ISBN 9781728130798 (doi: 10.1109/FG47880.2020.00063)
Zhang, Ziheng, Lin, Weizhe, Liu, Mingyu and Mahmoud, Marwa (2020) Multimodal Deep Learning Framework for Mental Disorder Recognition. In: 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), Buenos Aires, Argentina, 16-20 Nov 2020, pp. 344-350. ISBN 9781728130798 (doi: 10.1109/FG47880.2020.00033)
Hewitt, Charlie and Mahmoud, Marwa (2019) Pose-Informed Face Alignment for Extreme Head Pose Variations in Animals. In: 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII), Cambridge, UK, 3-6 Sept 2019, pp. 22-27. ISBN 9781728138886 (doi: 10.1109/ACII.2019.8925472)
McLennan, Krista and Mahmoud, Marwa (2019) Development of an automated pain facial expression detection system for sheep (Ovis Aries). Animals, 9(4), 196. (doi: 10.3390/ani9040196) (PMID:31027279) (PMCID:PMC6523241)
Scherer, Stefan, Stratou, Giota, Lucas, Gale, Mahmoud, Marwa , Boberg, Jill, Gratch, Jonathan, Rizzo, Albert (Skip) and Morency, Louis-Philippe (2014) Automatic audiovisual behavior descriptors for psychological disorder analysis. Image and Vision Computing, 32(10), pp. 648-658. (doi: 10.1016/j.imavis.2014.06.001)