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
- Acharya, D.,Tennakoon, R.,Muthu, S.,Khoshelham, K.,Hoseinnezhad, R.,Bab-Hadiashar, A. (2022). Single-image localisation using 3D models: Combining hierarchical edge maps and semantic segmentation for domain adaptation In: Automation in Construction, 136, 1 - 15
- Mukhaimar, A.,Tennakoon, R.,Lai, C.,Hoseinnezhad, R.,Bab-Hadiashar, A. (2022). Robust Object Classification Approach Using Spherical Harmonics In: IEEE Access, 10, 21541 - 21553
- 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
- Korevaar, S.,Tennakoon, R.,Page, M.,Brotchie, P.,Thangarajah, J.,Florescu, C.,Sutherland, T.,Kam, N.,Bab-Hadiashar, A. (2021). Incidental detection of prostate cancer with computed tomography scans In: Scientific Reports, 11, 1 - 10
- Tennakoon, R.,Suter, D.,Zhang, E.,Chin, T.,Bab-Hadiashar, A. (2021). Consensus Maximisation Using Influences of Monotone Boolean Functions In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Virtual, 19-25 June 2021
- Ali, S.,Mayo, S.,Khodadadian Gostar, A.,Tennakoon, R.,Bab-Hadiashar, A.,Mcann, T.,Tuhumury, H.,Favaro, J. (2021). Automatic segmentation for synchrotron-based imaging of porous bread dough using deep learning approach In: Journal of Synchrotron Radiation, 28, 566 - 575
Computer vision, Machine learning
4 PhD Completions and 1 Masters by Research Completions6 PhD Current Supervisions
- Automated Integrity Assessment of Self-Piercing Rivet Joints: i4.0 Approach. Funded by: ARC Linkage Project Grants 2019 from (2020 to 2023)
- Automated inspection system for polypropylene sheet extrusion. Funded by: Innovation Connections grant - Cat 1 from (2020 to 2022)