A Semi-Supervised Algorithm to Map Major Vegetation Zones Using Satellite Hyperspectral Data. - E. M. M. B. Ekanayake; E. M. H. E. B. Ekanayake; A. R. M. A. N. Rathnayake; S. S. P. Vithana; H. M. V. R. Herath; G. M. R. I. Godaliyadda; M. P. B. Ekanayake (WHISPERS, 2018)

Feature Extraction Using Minor Scatter Directions of Data to Distinguish Between Classes With Minute Differences of a Hyperspectral Image. - E. M. M. B. Ekanayake; Wele Gedara Chaminda Bandara; G. W. K. Prabhath; G. M. R. I. Godaliyadda; H. M. V. R. Herath; M. P. B. Ekanayake (ICIIS, 2019)

Hyperspectral Imaging Based Method to Identify Potential Limestone Deposits. - D. Y. L. Ranasinghe; H. M. S. Lakmal; H. M. H. K. Weerasooriya; E. M. M. B. Ekanayake; G. M. R. I. Godaliyadda; H. M. V. R. Herath; M. P. B. Ekanayake (ICIIS, 2019)

Enhanced Hyperspectral Unmixing via Non-Negative Matrix Factorization Incorporating the end Member Independence. - E. M. M. B. Ekanayake; Bhathiya Rathnayake; E. M. H. E. B. Ekanayake; A. R. M. A. N. Rathnayake; H. M. V. R. Herath; G. M. R. I. Godaliyadda; M. P. B. Ekanayake (IGARSS, 2019)

Constrained Nonnegative Matrix Factorization for Blind Hyperspectral Unmixing incorporating Endmember Independence. - E. M. M. B. Ekanayake; Bhathiya Rathnayake; G. M. R. I. Godaliyadda; H. M. V. R. Herath; M. P. B. Ekanayake (CoRR, 2020)

Graph-Based Blind Hyperspectral Unmixing via Nonnegative Matrix Factorization. - Bhathiya Rathnayake; E. M. M. B. Ekanayake; Kasun Weerakoon; G. M. R. I. Godaliyadda; M. P. B. Ekanayake; H. M. V. R. Herath (IEEE Trans. Geosci. Remote. Sens., 2020)

Constrained Nonnegative Matrix Factorization for Blind Hyperspectral Unmixing Incorporating Endmember Independence. - E. M. M. B. Ekanayake; H. M. H. K. Weerasooriya; D. Y. L. Ranasinghe; Sanjaya Herath; Bhathiya Rathnayake; G. M. R. I. Godaliyadda; M. P. B. Ekanayake; H. M. V. R. Herath (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)