Projects per year
Personal profile
Biography
Ganesh Krishnasamy joined the School of Information Technology, Monash University Malaysia as a Lecturer in July 2019. He received the B.Eng. and M.Eng. degrees in electrical and electronic engineering from Universiti Kebangsaan Malaysia in 2004 and 2007. After working in the manufacturing industry for more than 4 years, he continued his doctoral studies at the University of Malaya where he completed his PhD degree in Electrical Engineering. After obtaining his PhD, he worked at Sime Darby Plantation as a data scientist for about a year. His current research interests include the field of computer vision, machine learning and optimization.
Research interests
His research interests include computer vision, pattern recognition, manifold learning, semi-supervised learning and sparse optimization with commercial applications in multimedia processing and understanding.
Research area keywords
- Computer vision
- Pattern Recognition
- Optimisation
Collaborations and top research areas from the last five years
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Æinstein: Adversarial AI amongst Materials Discovery Domains
Phan, R., Pal, A., Rajanala, S., Ting, C., Krishnasamy, G., Noman, F., Shu Min, L., Liu, J., Rudolph, C., Steinfeld, R., Siang Piao, C., Tumian, A. & Nik Hashim, N. N. W.
1/06/24 → 31/05/26
Project: Research
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Management for Planning, Allocation, Collaboration, and Tracking of Work
Krishnasamy, G. (Primary Chief Investigator (PCI)) & LIM, K. (Partner Investigator (PI))
1/08/23 → 8/03/24
Project: Research
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A Novel Semi-supervised Image-to-Video Adaption for Action Recognition in Videos.
Krishnasamy, G. (Primary Chief Investigator (PCI)), Paramesran, R. (Chief Investigator (CI)), Phan, R. (Chief Investigator (CI)) & Monn, V. (Chief Investigator (CI))
1/11/20 → 31/10/23
Project: Research
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ActNetFormer: Transformer-ResNet Hybrid Method for Semi-supervised Action Recognition in Videos
Dass, S. D. S., Barua, H. B., Krishnasamy, G., Paramesran, R. & Phan, R. C. W., 2025, Pattern Recognition - 27th International Conference, ICPR 2024 Kolkata, India, December 1–5, 2024 Proceedings, Part XV. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Cham Switzerland: Springer, p. 343-359 17 p. (Lecture Notes in Computer Science ; vol. 15315).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
1 Citation (Scopus) -
Hessian unsupervised extreme learning machine
Dass, S. D. S., Krishnasamy, G., Paramesran, R. & C.-W. Phan, R., May 2024, In: International Journal of Machine Learning and Cybernetics. 15, p. 2013–2022 10 p.Research output: Contribution to journal › Article › Research › peer-review
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Histohdr-Net: Histogram Equalization for Single LDR to HDR Image Translation
Barua, H. B., Krishnasamy, G., Wong, K., Dhall, A. & Stefanov, K., 2024, 2024 IEEE International Conference on Image Processing (ICIP) - Proceedings. Werghi, N. & Dugelay, J.-L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2730-2736 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Ready-to-Serve Detection in Badminton Videos
Yue, S. S., Paramesran, R. & Krishnasamy, G., 2024, 2024 International Conference on Electronics, Information, and Communication, ICEIC 2024. Park, Y.-H. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
5 Citations (Scopus) -
Service and End of Rally Detection in Badminton Videos
See, S. Y., Hassan, M. F., Krishnasamy, G., Loo, J. Y. & Paramesran, R., 2024, Sports Analytics - First International Conference, ISACE 2024 Paris, France, July 12–13, 2024 Proceedings. Dong, J. S., Izadi, M. & Hou, Z. (eds.). Cham Switzerland: Springer, p. 173-180 8 p. (Lecture Notes in Computer Science; vol. 14794).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
1 Citation (Scopus)