Convolutional Autoencoder-Based Multispectral Image Fusion

This paper presents a deep learning-based pansharpening method for fusion of panchromatic and multispectral images in remote sensing applications. This method can be categorized as a component substitution method in which a convolutional autoencoder network is trained to generate original panchromat...

Full description

Bibliographic Details
Main Authors: Arian Azarang, Hafez E. Manoochehri, Nasser Kehtarnavaz
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8668404/