A Meta-Analysis of Convolutional Neural Networks for Remote Sensing Applications

Since the rise of deep learning in the past few years, convolutional neural networks (CNNs) have quickly found their place within the remote sensing (RS) community. As a result, they have transitioned away from other machine learning techniques, achieving unprecedented improvements in many specific...

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Bibliographic Details
Main Authors: Hamid Ghanbari, Masoud Mahdianpari, Saeid Homayouni, Fariba Mohammadimanesh
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9376238/