Chinthaka Pathum Dinesh Herath Gedara
Assistant Teaching Professor,
Multidisciplinary Graduate Engineering Programs
Contact
- c.herathgedara@northeastern.edu
- 410 West Georgia St
Vancouver, BC V6B 1Z3
Canada
Research Focus
Graph Signal Processing, Data Analytics, Machine Learning, Generative AI, Computer Vision, Data Science, Linear Algebra, Image Processing, Convex Optimization, 3D Point Cloud Processing, Smart Grids
Education
- PhD, Signal and Image Processing, Simon Fraser University (SFU), BC, Canada, 2021
Research Overview
Graph Signal Processing, Data Analytics, Machine Learning, Generative AI, Computer Vision, Data Science, Linear Algebra, Image Processing, Convex Optimization, 3D Point Cloud Processing, Smart Grids
Selected Publications
- C. Dinesh, G. Cheung, and I. V. Bajic, “Graph-based 3D Point Cloud Video Super-Resolution via Partial Point Correspondence”, in IEEE Trans. Image Process., vol.31, pp. 4117-4132, 2022.
- C. Dinesh, G. Cheung, and I. V. Bajic, “3D Point Cloud Sampling via Graph Sampling and Gershgorin Disc Alignment”, in IEEE Trans. on Pattern Anal. Mach. Intell., vol. 45, no. 1, pp. 868-886, 2022.
- C. Dinesh, G. Cheung, and I. V. Bajic, “Point Cloud Denoising via Feature Graph Laplacian Regularization”, in IEEE Trans. on Image Process., vol. 29, pp. 4143-4158, 2020.
- C. Dinesh, S. Makonin and, I. V. Bajic, “Load Identification Based Residential Power Forecasting using Affinity Aggregation Spectral Clustering”, in IEEE Access, vol. 8, pp. 99431-99444, 2020.