STAFF PROFILE
Dr Ruwan Tennakoon
Position:
Senior Lecturer
College / Portfolio:
STEM College
School / Department:
STEM|School of Computing Technologies
Phone:
+61399253306
Email:
ruwan.tennakoon@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision
- Mukhaimar, A.,Tennakoon, R.,Hoseinnezhad, R.,Lai, C.,Bab-Hadiashar, A. (2023). Robust pooling through the data mode: Robust Point cloud Classification and Segmentation Through Mode Pooling In: Intelligent Systems with Applications, 17, 1 - 12
- Korevaar, S.,Tennakoon, R.,Bab-Hadiashar, A. (2023). Failure to Achieve Domain Invariance With Domain Generalization Algorithms: An Analysis in Medical Imaging In: IEEE Access, 11, 39351 - 39372
- Chuah, W.,Tennakoon, R.,Hoseinnezhad, R.,Suter, D.,Bab-Hadiashar, A. (2023). An Information-Theoretic Method to Automatic Shortcut Avoidance and Domain Generalization for Dense Prediction Tasks In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, 10615 - 10631
- Muthu, S.,Tennakoon, R.,Rathnayake, T.,Hoseinnezhad, R.,Suter, D.,Bab-Hadiashar, A. (2023). Generalized framework for image and video object segmentation using affinity learning and message passing GNNS In: Computer Vision and Image Understanding, 236, 1 - 12
- Jessadatavornwong, P.,Tennakoon, R.,Bab-Hadiashar, A.,Das, R.,Mouritz, A.,Easton, M. (2023). Defect detectability assessment of notches in a self-piercing rivet using X-ray computed tomography In: NDT and E International, 140, 1 - 11
- Blair, A.,Khodadadian Gostar, A.,Tennakoon, R.,Bab-Hadiashar, A.,Hoseinnezhad, R. (2023). Temporal Multiple Rotation Averaging on a Distributed Dynamic Network In: IEEE Transactions on Signal and Information Processing over Networks, 9, 669 - 678
- Chuah, W.,Tennakoon, R.,Hoseinnezhad, R.,Suter, D.,Bab-Hadiashar, A. (2022). Semantic Guided Long Range Stereo Depth Estimation for Safer Autonomous Vehicle Applications In: IEEE Transactions on Intelligent Transportation Systems, 23, 18916 - 18926
- Chuah, W.,Tennakoon, R.,Hoseinnezhad, R.,Bab-Hadiashar, A.,Suter, D. (2022). ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, New Orleans, United States of America, 18/06/2022 - 24/06/2022
- Muthu, S.,Tennakoon, R.,Hoseinnezhad, R.,Bab-Hadiashar, A. (2022). Unsupervised video object segmentation: an affinity and edge learning approach In: International Journal of Machine Learning and Cybernetics, 13, 3589 - 3605
- Blair, A.,Khodadadian Gostar, A.,Tennakoon, R.,Bab-Hadiashar, A.,Li, X.,Palmer, J.,Hoseinnezhad, R. (2022). Distributed Multi-Sensor Control for Multi-Target Tracking In: Proceedings of the 11th International Conference on Control, Automation and Information Sciences, Hanoi, Vietnam, 21/11/2022-24/11/2022
Computer vision, Machine learning
13 PhD Current Supervisions6 PhD Completions and 1 Masters by Research Completions
- Next-generation stress imaging for rapid structural prototyping, testing and evaluation (ext led UAdelaide). Funded by: Department of Education-Australia's Economic Accelerator Seed Grant from (2024 to 2025)
- Using AI for Cattle Monitoring in Feedlots (Food Agility CRC). Funded by: Food Agility CRC from (2023 to 2025)
- CSIRO Data 61 NGAIGP - AI Techniques for Emergency Management and Critical Infrastructure - CSIRO Data61 Program Agreement - Next Generation Artificial Intelligence Graduate Program (NGAIGP). Funded by: Data61 (CSIRO contract) from (2023 to 2028)
- CSIRO Data 61 - Applied AI and Digital Innovation for Defence and Aerospace Applications. Funded by: CSIRO - Next Generation Graduates Programs from (2023 to 2027)
- Automated Integrity Assessment of Self-Piercing Rivet Joints: i4.0 Approach. Funded by: ARC Linkage Project Grants 2019 from (2020 to 2024)