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Some remote sensing applications, like coastal zone monitoring, require images having at the same time a high spatial, spectral, and temporal resolution. However, for the moment, no sensor provides these three characteristics at once. The medium resolution imaging spectrometer (MERIS) sensor combines high spectral resolution (15 bands) and low spatial resolution (300 m), whereas the enhanced thematic...
Coastal water monitoring often requires images with good spatial and spectral resolutions. This communication describes a new method for multispectral and hyperspectral images fusion: the Coupled Nonnegative Tensor Factorization fusion approach which directly exploits the tensorial nature of multi and hyperspectral images. The CNTF fusion algorithm allows to separate both hyperspectral and multispectral...
The Medium Resolution Imaging Spectrometer (MERIS) launched in 2002 collects images having a high spectral and temporal resolution, while the Landsat Enhanced Thematic Mapper (ETM) provides images with a high spatial resolution. Several remote sensing applications such as coastal zones monitoring require to have those characteristics combined in a single image. This leads to perform a fusion method...
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