Projects per year
Personal profile
Biography
Ram Subramanian is an Associate Professor with the University of Canberra. His past affiliations include IIT Ropar, and UIUC, Singapore. He was nominated as Multimedia Rising Star in 2015 and received the IEEE Transactions on Affective Computing Best Paper Award, 2019. Ram's research focuses on Human-centered computing, and the design and development of Interactive/AI systems utilizing non-verbal behavioral cues. His research explores the use of multiple information modalities (such as visual, auditory, physiological) for inference and/or user feedback.
Student Projects Available
I am very interested in projects relating to Data Science, Human-centred Computing (involving computer vision and multimedia applications), Human-computer Interaction and the use of Virtual Reality for Healthy Living and Ageing at Home. I welcome applications from students (esp. Australians and PRs) who are interested in the above topics and have reputable academic publications. Good coding skills, knowledge of machine learning algorithms and most crucially self motivation are critical attributes if you would like to work with me. Cheers!
Research interests
Modeling Human Perception & Behavior, Intelligent User Interfaces, Data Science & Applied Machine Learning, VR & Analytics for Health.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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GOTERRA PhD Scholarship in Robotics
HERATH, D. (CI), Subramanian, R. (CoI), GOECKE, R. (CoI) & RADWAN, I. (CoI)
30/01/23 → 31/12/27
Project: Research
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Valence & Arousal Estimation for Driver Sentiment & Mood Prediction
Subramanian, R. (CI) & RADWAN, I. (CoI)
8/03/24 → 7/06/25
Project: Research
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Reversing the cycle of distraction: A campaign awareness study
FATIMA, J. (CI), BAHMANNIA, S. (CoI), Subramanian, R. (CoI) & van Boxtel, J. (CoI)
8/11/23 → 1/07/25
Project: Research
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A Protocol for Enhancing Allied Health Care for Older People in Residential Care: The EAHOP Intervention
Isbel, S., D'Cunha, N. M., Wiseman, L., Dawda, P., Kosari, S., Pearce, C., Fearon, A., Sabeti, F., Hewitt, J., Kellett, J., Naunton, M., Southwood, H., Logan, P., Subramanian, R., Chadborn, N. H., Davey, R., Bail, K., Goss, J. R., Ambikairajah, A. & Lincoln, M. & 2 others, , 6 Feb 2025, In: Healthcare. 13, 3, p. 1-12 12 p., 341.Research output: Contribution to journal › Article › peer-review
Open Access -
Did eyes lie? Examining a hygiene message’s dominance in post-pandemic tourism advertising with an eye-tracking monitoring approach
FATIMA, J., Subramanian, R. & Bahmanni, S., 2025, In: Tourism and Hospitality Research. p. 1-13 13 p.Research output: Contribution to journal › Article › peer-review
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Explainable Human-centered Traits from Head Motion and Facial Expression Dynamics
Madan, S., Gahalawat, M., Guha, T., GOECKE, R. & Subramanian, R., 17 Jan 2025, In: PLoS One. 20, 1, p. 1-12 12 p., e0313883.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure) -
MIP-GAF: A MLLM-annotated Benchmark for Important Person Localization and Group Context Understanding
Madan, S., Ghosh, S., Sookha, L. R., Ganaie, M. A., Subramanian, R., Dhall, A. & Gedeon, T., 2025, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). X. Huang, S., Milanfar, P., M. Patel, V., Biswas, S., Averbuch-Elor, H., Štruc, V. & Yang, Y. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-10 10 p. (Winter Conference on Applications of Computer Vision (WACV)).Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review
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Multiview Attention Fusion for Explainable Body Language Behavior Recognition
Madan, S., Jain, R., Subramanian, R. & Dhall, A., 6 Mar 2025, In: IEEE Transactions on Affective Computing. p. 1 - 12 12 p.Research output: Contribution to journal › Article › peer-review