Hyperspectral unmixing with spatial context and endmember ensemble learning with attention mechanism

In recent years, transformer-based deep learning networks have gained popularity in Hyperspectral (HS) unmixing applications due to their superior performance. Most of these networks use an Endmember Extraction Algorithm(EEA) for the initialization of their network. As EEAs performance depends on th...

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Main Authors: R.M.K.L. Ratnayake, D.M.U.P. Sumanasekara, H.M.K.D. Wickramathilaka, G.M.R.I. Godaliyadda, H.M.V.R. Herath, M.P.B. Ekanayake
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:ISPRS Open Journal of Photogrammetry and Remote Sensing
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Online Access:http://www.sciencedirect.com/science/article/pii/S2667393225000055
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