Projects per year
Personal profile
Biography
Vishnu Monn Baskaran received his B.Eng. (First-Class Honours) and M.Eng. degrees in Electrical and Electronics Engineering in 2004 and 2007, respectively. In 2016, he earned a Ph.D. in Engineering from Multimedia University, Malaysia. He served at Multimedia University from 2009 to 2017, and prior to that, he worked as an R&D Engineer at Panasonic R&D Centre Malaysia from 2005 to 2009.
In 2018, Vishnu joined the School of IT at Monash University Malaysia as an academic staff member and continues to contribute to the University. He currently serves as the Deputy Head of Education at the School of IT. During his tenure, he took on the role of course coordinator for the Bachelor of Computer Science in Data Science program, where he successfully secured full accreditation from the Malaysian Board of Technologists (MBOT). As Deputy Head of School (Education), he has made significant contributions to the School’s growth by fostering a strong partnership with the Faculty of IT at Monash Australia and supporting student enrollment initiatives.
Vishnu's research expertise spans multidisciplinary parallel computing, predictive analytics and statistics, computer vision, and artificial intelligence. He has successfully secured industrial and government research grants totalling MYR 1 million as the principal investigator and has published extensively in the fields of computer vision and artificial intelligence. His academic teaching experience includes programming courses, and he served as the chief examiner for the Parallel Computing unit until 2023.
In addition, Vishnu is the director of the Advanced Computing Platform at Monash University Malaysia. In this capacity, he spearheaded the establishment of a state-of-the-art high-performance computing facility, further enhancing the University’s research capabilities.
Research interests
- High-performance computing.
- Predictive analytics.
- Machine learning & Artificial Intelligence.
- Image and video analysis and communication.
- Computer vision
Monash teaching commitment
- FIT3182 - Big data management and processing
- FIT3143 - Parallel computing
- ECE4075 - Real-time embedded systems
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):
Research area keywords
- High performance computing
- Predictive analytics
- Machine learning
- Image and video communication
Collaborations and top research areas from the last five years
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Efficient and Interpretable Multi-view Deformable Transformer with 3D Position Embeddings and Intelligent Queries for Autonomous Driving
Junn Yong, L., Chee Pin, T., Paramesran, R., Monn, V., Susilawati, S. & Pu, Z.
1/08/24 → 31/07/27
Project: Research
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Investigation of Control Systems for Soft Robots Based on Few-Shot-Learning approaches
Nurzaman, S., Chee Pin, T., Monn, V., Goh, K. B. & Mustapha, M.
1/10/23 → 30/09/26
Project: Research
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An adaptive block-design paradigm with a novel deep learning-assisted approach for better cognitive load estimation
Lam Ghai, L., Chee Pin, T., Ting, C., Monn, V., Tang, T. B. & Ho, C. M. R.
1/10/23 → 30/09/26
Project: Research
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AdverSurreal: Novel Adversarial Techniques against Realistic DeepFakes
Phan, R., Wong, K. S., Ting, C., Monn, V. & Yu, J.
7/09/21 → 6/09/24
Project: Research
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Trade-off independent image watermarking using enhanced structured matrix decomposition
Khan, A., Wong, K. S. & Baskaran, V. M., Jan 2025, In: Multimedia Tools and Applications. 84, p. 1877–1905 29 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Electric vehicle eco-driving strategy at signalized intersections based on optimal energy consumption
Jayson, T., Bakibillah, A. S. M., Tan, C. P., Kamal, M. A. S., Monn, V. & Imura, J. I., Sept 2024, In: Journal of Environmental Management. 368, 10 p., 122245.Research output: Contribution to journal › Article › Research › peer-review
3 Citations (Scopus) -
Emotion-specific AUs for micro-expression recognition
Leong, S. M., Phan, R. C. W. & Baskaran, V. M., Mar 2024, In: Multimedia Tools and Applications. 83, p. 22773–22810 38 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Music Form Analysis: A Case Study of the Theme and Variations Form
Zhao, J., Wong, K. S., Baskaran, V. M., Adhinugraha, K. & Taniar, D., 2024, 2024 IEEE International Conference on Multimedia and Expo (ICME). Luo, J., Yuan, J. & Zhang, X. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Sigma-Point Kalman Filter with Nonlinear Unknown Input Estimation via Optimization and Data-Driven Approach for Dynamic Systems
Yong Loo, J., Yang Ding, Z., Monn Baskaran, V., Girinatha Nurzaman, S. & Tan, C. P., Oct 2024, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 54, 10, p. 6068-6081 14 p.Research output: Contribution to journal › Article › Research › peer-review