QUT - Academic profiles - Dr Akila Hewa Thondilege

Akila Pemasiri is a Postdoctoral Research Fellow in the Signal Processing, Artificial Intelligence, and Vision Technologies group at QUT. Her research interests include applying machine learning principles to solve complex problems across various domains, including communications, defense, medical and healthcare, sports, and infrastructure.

0452 648 772

a.thondilege@qut.edu.au

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QUT alumni

Personal details

Positions

Research Fellow
Faculty of Engineering,
School of Electrical Engineering & Robotics

Qualifications

Doctor of Philosophy (Queensland University of Technology)
B.Sc.Eng(Hons.) in Computer Science and Engineering

Publications

QUT ePrints

For more publications by Akila, explore their research in QUT ePrints (our digital repository).

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2024

Huang, Z., Pemasiri, A., Denman, S., Fookes, C. & Martin, T. (2024). Multi-Stage Learning for Radar Pulse Activity Segmentation. Proceedings of ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 7340–7344. Institute of Electrical and Electronics Engineers Inc.. https://eprints.qut.edu.au/251521
Pemasiri, A., Huang, Z., Williams, F., Goan, E., Denman, S., Martin, T. & Fookes, C. (2024). Automatic Radar Signal Detection and FFT Estimation using Deep Learning. Proceedings of the 2024 17th International Conference on Signal Processing and Communication System (ICSPCS), 1–5. Institute of Electrical and Electronics Engineers Inc.. https://eprints.qut.edu.au/255437

2023

Dayarathna, T., Muthukumarana, T., Rathnayaka, Y., Denman, S., de Silva, C., Pemasiri, A. & Ahmedt-Aristizabal, D. (2023). Privacy-Preserving in-bed pose monitoring: A fusion and reconstruction study. Expert Systems with Applications, Article 119139, 213(Part C). https://eprints.qut.edu.au/236589
Huang, Z., Pemasiri, A., Denman, S., Fookes, C. & Martin, T. (2023). Multi-Task Learning For Radar Signal Characterisation. Proceedings of the 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), Institute of Electrical and Electronics Engineers Inc.. https://eprints.qut.edu.au/242529

2022

Hewa Thondilege, A. S. P., Nguyen Thanh, K., Sridharan, S. & Fookes, C. (2022). Accurate 3D hand mesh recovery from a single RGB image. Scientific Reports, Article 11043, 12(1). https://eprints.qut.edu.au/233432

2021

Pemasiri, A., Nguyen, K., Sridharan, S. & Fookes, C. (2021). Multi-modal semantic image segmentation. Computer Vision and Image Understanding, Article 103085, 202. https://eprints.qut.edu.au/209538

2019

Hewa Thondilege, A. S. P., Nguyen Thanh, K., Sridharan, S. & Fookes, C. (2019). Sparse over-complete patch matching. Pattern Recognition Letters, 122, 1–6. https://eprints.qut.edu.au/126052
Pemasiri, A., Ahmedt-Aristizabal, D., Nguyen, K., Sridharan, S., Dionisio, S. & Fookes, C. (2019). Semantic segmentation of hands in multimodal images: A region new-based CNN approach. Proceedings of the 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 819–823. Institute of Electrical and Electronics Engineers Inc.. https://eprints.qut.edu.au/201675
Hewa Thondilege, A. S. P., Nguyen Thanh, K., Sridharan, S. & Fookes, C. (2019). Semantic correspondence in the wild. Proceedings of the 2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 1137–1146. Institute of Electrical and Electronics Engineers Inc.. https://eprints.qut.edu.au/203305
Hewa Thondilege, A. S. P., Nguyen Thanh, K., Sridharan, S. & Fookes, C. (2019). Unified 2D and 3D hand pose estimation from a single visible or X-ray image. Proceedings of the 30th British Machine Vision Conference 2019, BMVC 2019, British Machine Vision Association. https://eprints.qut.edu.au/203304

2017

Panchendrarajan, R., Ahamed, N., Sivakumar, P., Murugaiah, B., Ranathunga, S. & Pemasiri, A. (2017). Eatery - A multi-aspect restaurant rating system. HT '17: Proceedings of the 28th ACM Conference on Hypertext and Social Media, 225–234. Association for Computing Machinery (ACM). https://eprints.qut.edu.au/238287

2016

Panchendrarajan, R., Ahamed, M. N. N., Murugaiah, B., Prakhash, S., Ranathunga, S. & Pemasiri, A. (2016). Implicit aspect detection in restaurant reviews. Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, WASSA 2016, 128–136. The Association for Computational Linguistics (ACL). https://eprints.qut.edu.au/238288
Panchendrarajan, R., Murugaiah, B., Prakhash, S., Nazick Ahamed, M. N., Ranathunga, S. & Pemasiri, A. (2016). Cheap food or friendly staff? Weighting hierarchical aspects in the restaurant domain. Proceedings of the 2016 Moratuwa Engineering Research Conference (MERCon), 24–29. Institute of Electrical and Electronics Engineers Inc.. https://eprints.qut.edu.au/238298
Prakhash, S., Nazick, A., Panchendrarajan, R., Brunthavan, M., Ranathunga, S. & Pemasiri, A. (2016). Categorizing food names in restaurant reviews. Proceedings of the 2016 Moratuwa Engineering Research Conference (MERCon), 1–5. Institute of Electrical and Electronics Engineers Inc.. https://eprints.qut.edu.au/238299

2015

Hettige, B., Hewamalage, H., Rajapaksha, C., Wajirasena, N., Pemasiri, A. & Perera, I. (2015). Evaluation of feature-based object identification for augmented reality applications on mobile devices. Proceedings of the 2015 IEEE 10th International Conference on Industrial and Information Systems (ICIIS), 170–175. Institute of Electrical and Electronics Engineers Inc.. https://eprints.qut.edu.au/238290

A complete list of publications is available at: https://www.qut.edu.au/about/our-people/academic-profiles/a.thondilege

Dr Akila Hewa Thondilege

Biography