Gihan Chanaka Jayatilaka : Publications


Preprints

Harshana Weligampola, Gihan Jayatilaka, Suren Sritharan, Parakrama Ekanayake, Roshan Ragel, Vijitha Herath, Roshan Godaliyadda (2021). An optical physics inspired CNN approach for intrinsic image decomposition.
Under review for ICIP 2021.
[PDF]
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]

Conference

Vu Tran, Gihan Jayatilaka, Ashwin Ashok, Archan Misra, "DeepLight: Robust & Unobtrusive Real-time Screen-Camera Communication for Real-World Displays". Accepted for 2021 20th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN). IEEE.
[PDF, code, doi]
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 PDF, Presentation PDF]
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, PDF (paywalled), 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, PDF (paywalled), Presentation PDF, doi]

Journal Publications

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]