Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network
Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network
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 of the hyperspectral image is performed prior to fusion in order to significantly reduce the computational time …