By Dr Gelareh Mohammadi

Book Chapters

Vinciarelli A; Salamin H; Polychroniou A; Mohammadi G; Origlia A, 2012, 'From Nonverbal Cues to Perception: Personality and Social Attractiveness', in Cognitive Behavioral Systems

Vinciarelli A; Mohammadi G, 2011, 'Towards a Technology of Nonverbal Communication', in Affective Computing and Interaction: Psychological, Cognitive and Neuroscientific Perspectives

Vinciarelli A; Mohammadi G, 2010, 'Towards a technology of nonverbal communication: Vocal behavior in social and affective phenomena', in Affective Computing and Interaction: Psychological, Cognitive and Neuroscientific Perspectives, pp. 133 - 156, http://dx.doi.org/10.4018/978-1-61692-892-6.ch007

Salamin H; Mohammadi G; Truong K; Vinciarelli A, 2010, 'More than Words: Inference of Socially Relevant Information from Nonverbal Vocal Cues in Speech', in Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces: Theoretical and Practical Issues

Journal articles

Somarathna R; Mohammadi G, 2024, 'Exploring Emotions in Multi-componential Space using Interactive VR Games', IEEE Transactions on Affective Computing

Spooner A; Mohammadi G; Sachdev PS; Brodaty H; Sowmya A, 2023, 'Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery', BMC Bioinformatics, 24, http://dx.doi.org/10.1186/s12859-022-05132-9

Mohammadi G; Van De Ville D; Vuilleumier P, 2023, 'Brain networks subserving functional core processes of emotions identified with componential modeling', Cerebral Cortex, 33, pp. 7993 - 8010, http://dx.doi.org/10.1093/cercor/bhad093

Al-Zubaidi F; Mostaghimi P; Niu Y; Armstrong RT; Mohammadi G; McClure JE; Berg S, 2023, 'Effective permeability of an immiscible fluid in porous media determined from its geometric state', Physical Review Fluids, 8, http://dx.doi.org/10.1103/PhysRevFluids.8.064004

Mohammadi G; Van De Ville D; Vuilleumier P, 2023, 'Brain networks subserving functional core processes of emotions identified with componential modelling', Cerebral Cortex, pp. 2020.06.10.145201, http://dx.doi.org/10.1101/2020.06.10.145201

Somarathna R; Vuilleumier P; Mohammadi G, 2023, 'EmoStim: A Database of Emotional Film Clips with Discrete and Componential Assessment', IEEE Transactions on Affective Computing, http://dx.doi.org/10.1109/TAFFC.2023.3328900

Menétrey MQ; Mohammadi G; Leitão J; Vuilleumier P, 2022, 'Emotion Recognition in a Multi-Componential Framework: The Role of Physiology', Frontiers in Computer Science, 4, http://dx.doi.org/10.3389/fcomp.2022.773256

Liu C; M.E. Sepasgozar S; Shirowzhan S; Mohammadi G, 2022, 'Applications of object detection in modular construction based on a comparative evaluation of deep learning algorithms', Construction Innovation, 22, pp. 141 - 159, http://dx.doi.org/10.1108/CI-02-2020-0017

Mohammadi G; Vuilleumier, P, 2022, 'A Multi-Componential Approach to Emotion Recognition and the Effect of Personality', IEEE Transactions on Affective Computing, 13, pp. 1127 - 1139

Aldausari N; Sowmya A; Marcus N; Mohammadi G, 2022, 'Video Generative Adversarial Networks: A Review', ACM Computing Surveys

Somarathna R; Bednarz T; Mohammadi G, 2022, 'Virtual Reality for Emotion Elicitation – A Review', IEEE Transactions on Affective Computing

Mohammadi G; Vuilleumier P, 2020, 'A Multi-Componential Approach to Emotion Recognition and the Effect of Personality', IEEE Transactions on Affective Computing, 13, pp. 1127 - 1139, http://dx.doi.org/10.1109/TAFFC.2020.3028109

Schuller B; Steidl S; Batliner A; Nöth E; Vinciarelli A; Burkhardt F; Van Son R; Weninger F; Eyben F; Bocklet T; Mohammadi G; Weiss B, 2015, 'A Survey on perceived speaker traits: Personality, likability, pathology, and the first challenge', Computer Speech and Language, 29, pp. 100 - 131, http://dx.doi.org/10.1016/j.csl.2014.08.003

Vinciarelli A; Mohammadi G, 2014, 'A survey of personality computing', IEEE Transactions on Affective Computing, 5, pp. 273 - 291, http://dx.doi.org/10.1109/TAFFC.2014.2330816

Vinciarelli A; Mohammadi G, 2014, 'More personality in personality computing', IEEE Transactions on Affective Computing, 5, pp. 297 - 300, http://dx.doi.org/10.1109/TAFFC.2014.2341252

Mohammadi G; Vinciarelli A, 2012, 'Automatic personality perception: Prediction of trait attribution based on prosodic features', IEEE Transactions on Affective Computing, 3, pp. 273 - 284, http://dx.doi.org/10.1109/T-AFFC.2012.5

Conference Papers

Somarathna R; Mohammadi G, 2024, 'Towards Understanding Player Experience in Virtual Reality Games through Physiological Computing', France, presented at IEEE International Conference on Pervasive Computing and Communications, France, 11 March 2024

Hu X; Aldausari N; Mohammadi G, 2023, '2CET-GAN: Pixel-Level GAN Model for Human Facial Expression Transfer', Canada, presented at Proceedings of ACM Conference on Multimedia Workshops, Canada, 30 October 2023, http://dx.doi.org/10.1145/3607541.3616822

Gan PZ; Sowmya A; Mohammadi G, 2023, 'CLIP-based Model for Effective and Explainable Apparent Personality Perception', Canada, presented at Proceedings of ACM Conference on Multimedia Workshops, Canada, 30 October 2023, http://dx.doi.org/10.1145/3607865.3613178

Libman M; Mohammadi G, 2023, 'ECG-Coupled Multimodal Approach for Stress Detection', Canada, presented at Proceedings of the International Multimodal Sentiment Analysis Workshop and Challenge, Canada, 30 October 2023, http://dx.doi.org/10.1145/3606039.3613103

Somarathna R; Elvitigala D; Yan Y; Quigley A; Mohammadi G, 2023, 'Exploring User Engagement in Immersive Virtual Reality Games through Multimodal Body Movements', New Zealand, presented at ACM Symposium on Virtual Reality Software and Technology (VRST), New Zealand, 09 October 2023, http://dx.doi.org/10.1145/3611659.3615687

Liu CY; Mohammadi G; Song Y; Johal W, 2023, 'Speech-Gesture GAN: Gesture Generation for Robots and Embodied Agents', Korea, presented at IEEE International Conference on Robot & Human Interactive Communication (RO-MAN), Korea, 28 August 2023, http://dx.doi.org/10.1109/RO-MAN57019.2023.10309493

Ens B; Kalkofen D; Mohammadi G; Guan F, 2023, 'Message from the ISMAR 2023 General Chairs', in Proceedings - 2023 IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2023, pp. xii, http://dx.doi.org/10.1109/ISMAR59233.2023.00005

de Belen RA; Mohammadi G; Sowmya A, 2023, 'Temporal Understanding of Gaze Communication with GazeTransformer', in Proceedings of Machine Learning Research

Aldausari N; Sowmya A; Marcus N; Mohammadi G, 2022, 'Diverse Audio-to-Video GAN Using Multiscale Image Fusion', Australia, presented at Australasian Joint Conference on Artificial Intelligence, Australia, 05 December 2022

Somarathna R; Quigley A; Mohammadi G, 2022, 'Multi-componential Emotion Recognition in VR Using Physiological Signals', Australia, presented at Australasian Joint Conference on Artificial Intelligence, Australia, 05 December 2022

Gan Z; Sowmya A; Mohammadi G, 2022, 'Zero-shot Personality Perception From Facial Images', in Proceedings of the Australasian Joint Conference on Artificial Intelligence, Perth, presented at Australasian Joint Conference on Artificial Intelligence, AJCAI2022, Perth, 05 December 2022

Aldausari N; Sowmya A; Marcus N; Mohammadi G, 2022, 'Cascaded Siamese Self-supervised Audio to Video GAN', USA, presented at Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, USA, 19 July 2022

Somarathna R; Bednarz T; Mohammadi G, 2022, 'An Exploratory Analysis of Interactive VR-Based Framework for Multi-Componential Analysis of Emotion', Italy, pp. 353 - 358, presented at IEEE International Conference on Pervasive Computing and Communications, Italy, 21 March 2022, http://dx.doi.org/10.1109/PerComWorkshops53856.2022.9767281

SOMARATHNA R; Bednarz TOMASZ; Mohammadi G, 2021, 'Multi-Componential Analysis of Emotions Using Virtual Reality', Japan, presented at ACM Symposium on Virtual Reality Software and Technology (VRST), Japan, 08 December 2021, http://dx.doi.org/10.1145/3489849.3489958

Liu Y; Mohammadi G; Song Y; Johal W, 2021, 'Speech-based Gesture Generation for Robots and Embodied Agents: A ScopingReview', Japan, presented at Human-Agent Interaction, Japan, 09 November 2021

Aldausari N; Sowmya A; Marcus N; Mohammadi G, 2021, 'PhonicsGAN: Synthesizing Graphical Videos from Phonics Songs', Online, presented at International Conference on Artificial Intelligence, Online, 14 September 2021

Mohammadi G; Lin K; Vuilleumier P, 2019, 'Towards Understanding Emotional Experience in a Componential Framework', in 2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019, http://dx.doi.org/10.1109/ACII.2019.8925491

Mohammadi G; Vuilleumier P, 2017, 'Prediction of Emotional Moments from Neural Activity', presented at Alpine Brain Imaging Meeting, 16 January 2017

Mohammadi G; Vuilleumier P, 2017, 'Prediction of Emotional Moments from Neural Activity', in ABIM, presented at Alpine Brain Imaging Meeting

Mohammadi G; Vuilleumier P, 2016, 'A Multi-Cluster Pattern Analysis on Emotional States', in ABIM, presented at Alpine Brain Imaging Meeting

Mohammadi G; Vuilleumier P, 2016, 'A Multi-Cluster Pattern Analysis on Emotional States', in ABIM, presented at Alpine Brain Imaging Meeting

Mohammadi G; Vinciarelli A, 2015, 'Automatic personality perception: Prediction of trait attribution based on prosodic features (extended abstract)', China, presented at International Conference on Affective Computing and Intelligent Interaction (ACII),, China, 21 September 2015 - 24 September 2015

Mohammadi G; Park S; Sagae K; Morency LP, 2013, 'Who is Persuasive? The Role of Perceived Personality and Communication Modality in Social Multimedia', Sydney, presented at International Conference on Multimodal Interaction, Sydney, 09 December 2013 - 13 December 2013

Park S; Mohammadi G; Artstein R; Morency LP, 2012, 'Crowdsourcing micro-level Multimedia Annotations: The challenge of Evaluation & Inference', Japan, presented at ACM multimedia 2012 workshop on Crowdsourcing for multimedia, Japan, 29 October 2012 - 02 November 2012

Mohammadi G; Origlia A; Filippone M; Vinciarelli A, 2012, 'From Speech to Personality: Mapping Voice Quality and Intonation into Personality Differences', Japan, presented at ACM International Conference on Multimedia, Japan, 29 October 2012 - 02 November 2012

Polzehl T; Schoenenberg K; Moller S; Metze F; Mohammadi G; Vinciarelli A, 2012, 'On Speaker Independent Personality Perception and Prediction from Speech', USA, presented at INTERSPEECH, USA, 09 September 2012 - 13 September 2012

Schuller B; Steidl S; Batliner A; Noth E; Vinciarelli A; Felix F; Son R; Weninger F; Eyben F; Bocklet T; Mohammadi G; Weiss B, 2012, 'The INTERSPEECH 2012 Speaker Trait Challenge', USA, presented at INTERSPEECH, USA, 09 September 2012 - 13 September 2012

Mohammadi G; Vinciarelli A, 2011, 'Humans As Feature Extractors: Combining Prosody and Personality Perception for Improved Speaking Style Recognition', USA, presented at IEEE International Conference on Systems, Man and Cybernetics, USA, 09 October 2011 - 12 October 2011

Salamin H; Truong K; Mohammadi G; Vinciarelli A, 2010, 'Automatic Role Recognition Based on Conversational and Prosodic Behaviour', Italy, presented at ACM International Conference on Multimedia, Italy, -

Mohammadi G; Vinciarelli A, 2010, 'The Voice of Personality: Mapping Nonverbal Vocal Behavior into Trait Attributions', Italy, presented at International workshop on Social signal processing, Italy, -

Back to profile page