Zobrazeno 1 - 10
of 22
pro vyhledávání: '"Herath, H. M. V. R."'
Autor:
Ramanayake, R. M. L. S., Dammage, D. C., Zumri, I. Z. M., Rodrigo, K. A. R. S., Perera, A. A. P., Fernando, D., Godaliyadda, G. M. R. I., Herath, H. M. V. R., Ekanayake, M. P. B., Senaratne, A., Kizel, Fadi
Conventional manual lithological mapping (MLM) through field surveys are resource-extensive and time-consuming. Digital lithological mapping (DLM), harnessing remotely sensed spectral imaging techniques, provides an effective strategy to streamline t
Externí odkaz:
http://arxiv.org/abs/2404.00896
Autor:
Ratnayake, R. M. K. L., Sumanasekara, D. M. U. P., Wickramathilaka, H. M. K. D., Godaliyadda, G. M. R. I., Ekanayake, M. P. B., Herath, H. M. V. R.
In recent years, transformer-based deep learning networks have gained popularity in Hyperspectral (HS) unmixing applications due to their superior performance. The attention mechanism within transformers facilitates input-dependent weighting and enha
Externí odkaz:
http://arxiv.org/abs/2402.03835
Autor:
Udayanga, Darsha, Serasinghe, Ashan, Dassanayake, Supun, Godaliyadda, Roshan, Herath, H. M. V. R., Ekanayake, M. P. B., Malshan, H. L. P.
Multispectral imaging coupled with Artificial Intelligence, Machine Learning and Signal Processing techniques work as a feasible alternative for laboratory testing, especially in food quality control. Most of the recent related research has been focu
Externí odkaz:
http://arxiv.org/abs/2310.03110
Autor:
Herath, H. M. V. R.
Digital connectivity gap in the global south hampered the education of millions of school children during the COVID-19 pandemic. If not actions are taken to remedy this problem, future prospects of millions of children around will be bleak. This pape
Externí odkaz:
http://arxiv.org/abs/2110.09225
Autor:
Ranasinghe, D. Y. L., Weerasooriya, H. M. H. K., Herath, S., Herath, H. M. V. R., Godaliyadda, G. M. R. I., Ekanayake, M. P. B., Senaratne, A., Yasakethu, S. L. P.
As field surveys used for manual lithological mapping are costly and time-consuming, digital lithological mapping (DLM) that utilizes remotely sensed spectral imaging provides a viable and economical alternative. Generally, DLM has been performed usi
Externí odkaz:
http://arxiv.org/abs/2109.08143
Autor:
Ranasinghe, D. Y. L., Weerasooriya, H. M. H. K., Herath, S., Ekanayake, M. P. B., Herath, H. M. V. R., Godaliyadda, G. M. R. I., Madhujith, T.
Oil reheating has a significant impact on global health due to its extensive consumption, especially in South Asia, and severe health risks. Nevertheless, food image analysis using multispectral imaging systems(MISs) has not been applied to oil rehea
Externí odkaz:
http://arxiv.org/abs/2108.12665
Autor:
Herath, S., Weerasooriya, H. K., Ranasinghe, D. Y. L., Bandara, W. G. C., Herath, H. M. V. R., Godaliyadda, G. M. R. I., Ekanayake, M. P. B., Madhujith, Terrence
Coconut oil known for its wide range of uses is often adulterated with other edible oils. Repeated use of coconut oil in food preparation could lead to many health issues. Existing methods available for evaluating quality of oil are laborious and tim
Externí odkaz:
http://arxiv.org/abs/2011.14644
Autor:
Ekanayake, E. M. M. B., Weerasooriya, H. M. H. K., Ranasinghe, D. Y. L., Herath, S., Rathnayake, B., Godaliyadda, G. M. R. I., Ekanayake, M. P. B., Herath, H. M. V. R.
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. The endmembers of a hyperspectral image (HSI) are more
Externí odkaz:
http://arxiv.org/abs/2003.01041
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