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
Projects
- 3 Active
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Valence & Arousal Estimation for Driver Sentiment & Mood Prediction
8/03/24 → 8/03/25
Project: Research
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Reversing the cycle of distraction: A campaign awareness study
FATIMA, J., BAHMANNIA, S., Subramanian, R. & van Boxtel, J.
8/11/23 → 31/01/25
Project: Research
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GOTERRA PhD Scholarship in Robotics
HERATH, D., Subramanian, R., GOECKE, R. & RADWAN, I.
30/01/23 → 31/12/27
Project: Research
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Gender and emotion recognition from EEG and eye movement patterns
Bilalpur, M., Kia, S. M., Kankanhalli, M., Subramanian, R. & Murugappan, M., 1 Jan 2024, Affective Computing Applications using Artificial Intelligence in Healthcare: Methods, approaches and challenges in system design. Murugapparn, M. (ed.). Institution of Engineering and Technology, p. 39-65 27 p.Research output: A Conference proceeding or a Chapter in Book › Chapter › peer-review
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MARS: A Multiview Contrastive Approach to Human Activity Recognition from Accelerometer Sensor
Sharma, G., Dhall, A. & Subramanian, R., Jan 2024, In: IEEE Sensors Letters. 8, 3, p. 1-4 4 p., 6002004.Research output: Contribution to journal › Article › peer-review
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Affective computational advertising based on perceptual metrics
Narayana, S., Jain, S., Goecke, R., Katti, H. & Subramanian, R., 3 Aug 2023, Affective Computing in Healthcare: Applications based on biosignals and artificial intelligence. Murugappan, M. (ed.). Institute of Physics Publishing, p. 4-1 - 4-20 20 p.Research output: A Conference proceeding or a Chapter in Book › Chapter › peer-review
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A Weakly Supervised Approach to Emotion-change Prediction and Improved Mood Inference
Narayana, S., Radwan, I., Parameshwara, R., Abbasnejad, I., Asthana, A., Subramanian, R. & Goecke, R., 10 Sept 2023, 2023 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p. 10388146. (2023 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023).Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review
1 Citation (Scopus) -
Design and Evaluation of a Virtual Reality Game to Improve Physical and Cognitive Acuity: VHB- A Virtual Reality Game to Improve Physical and Cognitive Acuity
John, B., Subramanian, R. & Kurian, J., 8 Dec 2023, International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies". De', R., Paul, S., Sarkar, S., KristiinaTuunainen, V., Fernandez, W., Nandhakumar, J., Santhanam, R., Burstein, F., Sarker, S., Oborn, E. & Chiarini Trembley, M. (eds.). 2023 ed. Hyderabad: Association for Information Systems, Vol. 16. p. 1-17 17 p. (International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies").Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review
1 Citation (Scopus)