Local Descriptor Learning for Change Detection in Synthetic Aperture Radar Images via Convolutional Neural Networks

Local Descriptor Learning for Change Detection in Synthetic Aperture Radar Images via Convolutional Neural Networks

In this paper, we present a novel convolutional neural network (CNN)-based model for change detection in synthetic aperture radar (SAR) images. Considering that change detection task takes image pairs as an input, we first explore multiple neural network architectures, which are specifically adapted...

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Bibliographic Details
Main Authors: Huihui Dong, Wenping Ma, Yue Wu, Maoguo Gong, Licheng Jiao
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Convolutional neural networks
Siamese networks
change detection
synthetic aperture radar
local descriptor learning
Online Access:https://ieeexplore.ieee.org/document/8586791/

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