Gihan Chanaka Jayatilaka : Publications

Gihan Jayatilaka*, Jameel Hassan*, Umar Marikkar, Rumali Perera, Suren Sritharan, Harshana Weligampola, Mevan Ekanayake, Roshan Godaliyadda, Parakrama Ekanayake, Vijitha Herath, G.M. Dilshan Godaliyadda, Anuruddhika Rathnayake, Samath D. Dharmaratne, Janaka Ekanayake (2020). Use of Artificial Intelligence on spatio-temporal data to generate insights during COVID-19 pandemic: A Review.
medRxiv preprint.
[PDF, Abstract]

Gihan Jayatilaka*, Harshana Weligampola*, Suren Sritharan*, Dhammika Elkaduwe, Roshan Godaliyadda, Parakrama Ekanayake, Vijitha Herath, Nalin Harischandra
[Abstract] Generalizing of Foreground Estimation Algorithms in Dynamic Background Conditions,
SLTC International Research Conference 2020
[Abstarct preprint, Presentation]
Gihan Jayatilaka*, Harshana Weligampola*, Suren Sritharan*, Pankayaraj Pathmanathan, Roshan Ragel, Isuru Nawinne.
Non-contact Infant Sleep Apnea Detection,
Accepted for 2019 IEEE International Conference on Industrial and Information Systems (ICIIS)
[PDF, Preprint PDF, doi]
Harshana Weligampola, Gihan Jayatilaka, Suren Sritharan, Roshan Goldaliyadda, Parakrama Ekanayeka, Roshan Ragel, Vijitha Herath. ,"A Retinex based GAN Pipeline to Utilize Paired and Unpaired Datasets for Enhancing Low Light Images"
Accepted for MERcon 2020
[PDF, Preprint PDF, Presentation PDF, doi]

Gamaarachchi, H., Lam, C.W., Jayatilaka, G. et al. GPU accelerated adaptive banded event alignment for rapid comparative nanopore signal analysis. BMC Bioinformatics 21, 343 (2020).
[PDF, HTML, Preprint PDF, doi]
S.S.P. Vithana, E.M.M.B. Ekanayake, E.M.H.E.B. Ekanayake, A.R.M.A.N. Rathnayake, G.C. Jayatilaka, H.M.V.R. Herath, G.M.R.I. Godaliyadda and M.P.B. Ekanayake, “Adaptive hierarchical clustering for hyperspectral image classification: Umbrella Clustering”, J. Spectral Imaging 8, a11 (2019).
[PDF, abstract, doi]