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. (Primary Chief Investigator (PCI)), Chee Pin, T. (Chief Investigator (CI)), Paramesran, R. (Chief Investigator (CI)), Monn, V. (Chief Investigator (CI)), Susilawati, S. (Chief Investigator (CI)) & Pu, Z. (Chief Investigator (CI))
1/08/24 → 31/07/27
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. (Primary Chief Investigator (PCI)), Chee Pin, T. (Chief Investigator (CI)), Ting, C.-M. (Chief Investigator (CI)), Monn, V. (Chief Investigator (CI)), Tang, T. B. (Chief Investigator (CI)) & Ho, C. M. R. (Chief Investigator (CI))
1/10/23 → 30/09/26
Project: Research
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Enabling Energy-Efficient Internet of Flying Things (IoFT) for Smart City Using Unmanned Aerial Vehicle (UAV) Swarming Intelligence: A Hybrid Game Theoretical and Reinforcement Learning Approach
Chee Keong, T. (Primary Chief Investigator (PCI)), Wong, W. P. (Associate Investigator (AI)) & Monn, V. (Associate Investigator (AI))
1/10/23 → 30/09/26
Project: Research
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Investigation of Control Systems for Soft Robots Based on Few-Shot-Learning approaches
Nurzaman, S. (Primary Chief Investigator (PCI)), Chee Pin, T. (Chief Investigator (CI)), Monn, V. (Chief Investigator (CI)), Goh, K. B. (Chief Investigator (CI)) & Mustapha, M. (Chief Investigator (CI))
1/10/23 → 30/09/26
Project: Research
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AdverSurreal: Novel Adversarial Techniques against Realistic DeepFakes
Phan, R. (Primary Chief Investigator (PCI)), Wong, K. S. (Chief Investigator (CI)), Ting, C.-M. (Chief Investigator (CI)), Monn, V. (Chief Investigator (CI)) & Yu, J. (Chief Investigator (CI))
7/09/21 → 6/12/24
Project: Research
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@LM DeceptionNet: A multimodal approach for efficient transfer learning-based deception detection
Zhuo, Y., Baskaran, V. M., Wang, L. Y. K. & Phan, R. C. W., 7 Jun 2025, In: Knowledge-Based Systems. 318, 14 p., 113499.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
DAP-CBR: enhancing Bitcoin block propagation efficiency using dynamic compact block relay’s prefilling of transactions
Chin, Z. H., Baskaran, V. M., Tan, C. K., Tan, I. K. T. & Yap, T. T. V., 25 Oct 2025, In: Journal of Supercomputing. 81, 1, 33 p., 77.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile1 Citation (Scopus) -
Enhancing Industrial PCB and PCBA Defect Detection: An Efficient and Accurate SEConv-YOLO Approach
Ong, S. K., Tan, C. K., Baskaran, V. M., Puah, B. K. & Liew, K. H., 21 Aug 2025, In: IEEE Access. 13, p. 148917-148935 19 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Learning Energy-Based Generative Models via Potential Flow: A Variational Principle Approach to Probability Density Homotopy Matching
Loo, J. Y., Leong, F. Y., Adeline, M., Lau, J. K., Tew, H. H., Pal, A., Baskaran, V. M., Ting, C. M. & Phan, R. C. W., May 2025, In: Transactions on Machine Learning Research. 2025-May, 20 p.Research output: Contribution to journal › Article › Research › peer-review
1 Citation (Scopus) -
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 AccessFile3 Citations (Scopus)