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Author(s):
Grohnfeldt, Claas; Burns, Tristan Michael; Zhu, Xiao Xiang 
Title:
Dictionary Learning Strategies for Sparse Representation Based Hyperspectral Image Enhancement 
Abstract:
The fusion of hyperspectral data with a corresponding higher resolution multispectral image has become an increasingly active research field. The goal is to create a hyperspectral image that has the spatial resolution of the multispectral image. This work aims at combining two established fusion algorithms, namely J-{SparseFI}-{HM} and {CNMF}, to a new method which features their individual advantages. The sparse representation based J-{SparseFI}-{HM} algorithm is used to pre-process those hyper...    »
 
Keywords:
peer_review 
Journal title:
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) 
Year:
2015 
Notes:
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