Scholar
Dasith de Silva Edirimuni
Google Scholar ID: KACSqS0AAAAJ
Research Fellow, The University of Western Australia
Citations & Impact
Citations
102
H-index
4
i10-index
4
Publications
13
Co-authors
11
list available
Publications
Resume (English only)
Academic Achievements
- August 2024: Paper 'SemReg: Semantics Constrained Point Cloud Registration' accepted to ECCV 2024
- February 2024: Paper 'StraightPCF: Straight Point Cloud Filtering' accepted to CVPR 2024
- March 2023: Paper 'Contrastive Learning for Joint Normal Estimation and Point Cloud Filtering' accepted to IEEE TVCG journal
- February 2023: Paper 'IterativePFN: True Iterative Point Cloud Filtering' accepted to CVPR 2023
- March 2022: Paper 'Deep Point Cloud Normal Estimation Via Triplet Learning' accepted to ICME 2022
- March 2021: Paper 'Interaction and structuration of membrane-binding and membrane-excluding colloidal particles in lamellar phases' accepted to Soft Matter journal
Research Experience
- Currently a Research Fellow at the University of Western Australia, working in the group of Prof. Ajmal Mian, focusing on 3D computer vision.
Education
- Bachelor of Science in Physics with minors in Mathematics and Computer Science from Hardin-Simmons University, Abilene, TX (2013); Master of Science from the University of Melbourne (2017); Master of Information Technology from Swinburne University, Melbourne (2020); recently submitted PhD thesis on neural encoder-decoder models for point cloud filtering/denoising to Deakin University, Geelong.
Background
- Formally trained as a physicist, with research interests in the application of deep learning to point cloud processing, analysis, and generation, as well as the intersection between language and vision.
Miscellany
- Looking to supervise students interested in computer vision problems, with prerequisites including outstanding grades and previous research outputs.
