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...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy: Huihui Dong, Wenping Ma, Yue Wu, Maoguo Gong, Licheng Jiao
Format: Artykuł
Język:English
Wydane: IEEE 2019-01-01
Seria:IEEE Access
Hasła przedmiotowe:
Convolutional neural networks
Siamese networks
change detection
synthetic aperture radar
local descriptor learning
Dostęp online:https://ieeexplore.ieee.org/document/8586791/

Internet

https://ieeexplore.ieee.org/document/8586791/

Podobne zapisy