Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network

no code implementations • 16 Jun 2017 • 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 high resolution hyperspectral image.

Dimensionality Reduction

Classification of Big Data with Application to Imaging Genetics

no code implementations • 16 May 2016 • Magnus O. Ulfarsson, Frosti Palsson, Jakob Sigurdsson, Johannes R. Sveinsson

In this paper, we consider the problem of classifying p>>n data and propose a classification method based on linear discriminant analysis (LDA).

Classification General Classification