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Autor(en):
Grohnfeldt, Claas; Burns, Tristan Michael; Zhu, Xiao Xiang 
Titel:
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 hyperspectral c...    »
 
Kongress- / Buchtitel:
Proceedings of 7th {Workshop} on {Hyperspectral} {Image} and {Signal} {Processing}: {Evolution} in {Remote} {Sensing} - {WHISPERS} 2015 
Kongress / Zusatzinformationen:
00000 
Verlag / Institution:
IEEE Xplore 
Verlagsort:
Tokyo, Japan 
Jahr:
2015 
Reviewed:
ja