358 citations · 395 across the 2 of their papers we have counts for
3 papers
Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network
Frosti Palsson, Johannes R. Sveinsson, Magnus O. Ulfarsson
In this paper, we propose a method using a three dimensional convolutional neural network (3-D-CNN) to fuse together multispectral (MS) and hyperspectral (HS) images to obtain a hi…
Hyperspectral Subspace Identification Using SURE
Behnood Rasti, Magnus O. Ulfarsson, Johannes R. Sveinsson
Remote sensing hyperspectral sensors collect large volumes of high dimensional spectral and spatial data. However, due to spectral and spatial redundancy the true hyperspectral sig…
Classification of Big Data with Application to Imaging Genetics
Magnus O. Ulfarsson, Frosti Palsson, Jakob Sigurdsson +1
Big data applications, such as medical imaging and genetics, typically generate datasets that consist of few observations n on many more variables p, a scenario that we denote as p…