no code implementations • 1 Apr 2024 • R. M. L. S. Ramanayake, D. Fernando, D. Wickramasinghe, D. Y. L. Ranasinghe, G. M. R. I. Godaliyadda, H. M. V. R. Herath, M. P. B. Ekanayake, A. Senaratne, Fadi Kizel
The results of satellite-based spectral imaging analysis were corroborated with X-ray diffraction (XRD) and Magnetic Separation (MS) analysis of soil samples collected from those sites via field surveys.
no code implementations • 6 Feb 2024 • H. M. K. D. Wickramathilaka, R. M. K. L. Ratnayake, D. M. U. P. Sumanasekara, G. M. R. I. Godaliyadda, M. P. B. Ekanayake, H. M. V. R. Herath
Drawing inspiration from this, we propose a novel attention based Hyperspectral Unmixing algorithm called Transformer based Endmember Fusion with Spatial Context for Hyperspectral Unmixing (FusionNet).
no code implementations • 24 Jun 2023 • M. A. N. Perera, N. G. K. R. Wijewardhana, A. A. D. T Nissanka, S. A. H. A. Suraweera, G. M. R. I. Godaliyadda
Therefore, by following the already existing VLC handover systems, this statistical parameter based novel handover method is designed.
no code implementations • 1 Feb 2023 • E. M. S. P. Ekanayake, T. H. M. N. C. Thelasingha, U. V. B. L. Udugama, G. M. R. I. Godaliyadda, M. P. B. Ekanayake, B. G. L. T. Samaranayake, J. V. Wijayakulasooriya
For places where human access is not possible, a method should be proposed to identify the environment.
no code implementations • 28 Aug 2021 • D. Y. L. Ranasinghe, H. M. H. K. Weerasooriya, S. Herath, M. P. B. Ekanayake, H. M. V. R. Herath, G. M. R. I. Godaliyadda, T. Madhujith
Accordingly, the proposed work closes the gap for using multispectral imaging for oil reheating and proposes a novel algorithm for unsupervised detection of critical property changes in the oil.
no code implementations • 30 Nov 2020 • S. Herath, H. K. Weerasooriya, D. Y. L. Ranasinghe, W. G. C. Bandara, H. M. V. R. Herath, G. M. R. I. Godaliyadda, M. P. B. Ekanayake, Terrence Madhujith
Therefore, we propose an imaging system hardware and image processing-based algorithm to estimate the adulteration of coconut oil with palm oil as the adulterant.
no code implementations • 2 Mar 2020 • E. M. M. B. Ekanayake, H. M. H. K. Weerasooriya, D. Y. L. Ranasinghe, S. Herath, B. Rathnayake, G. M. R. I. Godaliyadda, M. P. B. Ekanayake, H. M. V. R. Herath
Hyperspectral unmixing (HU) has become an important technique in exploiting hyperspectral data since it decomposes a mixed pixel into a collection of endmembers weighted by fractional abundances.