Automatic target recognition of SAR images based on global scattering center model
Z Jianxiong, S Zhiguang, C **ao… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
This paper proposes a synthetic aperture radar (SAR) automatic target recognition approach
based on a global scattering center model. The scattering center model is established offline …
based on a global scattering center model. The scattering center model is established offline …
Ship classification in medium-resolution SAR images via densely connected triplet CNNs integrating Fisher discrimination regularized metric learning
J He, Y Wang, H Liu - IEEE Transactions on Geoscience and …, 2020 - ieeexplore.ieee.org
Thanks to the medium-to-high resolution and wide coverage imaging ability, satellite
synthetic aperture radar (SAR) systems are momentously developed for intelligent maritime …
synthetic aperture radar (SAR) systems are momentously developed for intelligent maritime …
SPAN: Strong scattering point aware network for ship detection and classification in large-scale SAR imagery
Ship detection and classification in synthetic aperture radar (SAR) images play a vital role
for wide applications. Due to the unique SAR imaging mechanism, ship detection and …
for wide applications. Due to the unique SAR imaging mechanism, ship detection and …
Dual-branch deep convolution neural network for polarimetric SAR image classification
The deep convolution neural network (CNN), which has prominent advantages in feature
learning, can learn and extract features from data automatically. Existing polarimetric …
learning, can learn and extract features from data automatically. Existing polarimetric …
Ship classification in TerraSAR-X images with feature space based sparse representation
X **ng, K Ji, H Zou, W Chen… - IEEE Geoscience and …, 2013 - ieeexplore.ieee.org
Ship classification is the key step in maritime surveillance using synthetic aperture radar
(SAR) imagery. In this letter, we develop a new ship classification method in TerraSAR-X …
(SAR) imagery. In this letter, we develop a new ship classification method in TerraSAR-X …
Ship classification in single-pol SAR images based on fuzzy logic
G Margarit, A Tabasco - IEEE Transactions on Geoscience and …, 2011 - ieeexplore.ieee.org
This paper presents a new ship classification methodology that uses single-pol synthetic
aperture radar (SAR) images to categorize targets based on a fuzzy logic (FL) decision rule …
aperture radar (SAR) images to categorize targets based on a fuzzy logic (FL) decision rule …
Ship classification in SAR image by joint feature and classifier selection
H Lang, J Zhang, X Zhang… - IEEE Geoscience and …, 2015 - ieeexplore.ieee.org
Selecting discriminate features and constructing an appropriate classifier are two essential
factors for ship classification in a synthetic aperture radar (SAR) image. Unfortunately, these …
factors for ship classification in a synthetic aperture radar (SAR) image. Unfortunately, these …
HDSS-Net: A novel hierarchically designed network with spherical space classifier for ship recognition in SAR images
Ship recognition in synthetic aperture radar (SAR) images is essential for many applications
in maritime surveillance tasks. Recently, convolutional neural network (CNN)-based …
in maritime surveillance tasks. Recently, convolutional neural network (CNN)-based …
Fishing vessel classification in SAR images using a novel deep learning model
Y Guan, X Zhang, S Chen, G Liu, Y Jia… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
With the development of deep learning (DL), research on ship classification in synthetic
aperture radar (SAR) images has made remarkable progress. However, such research has …
aperture radar (SAR) images has made remarkable progress. However, such research has …
Multichannel SAR-GMTI in maritime scenarios with F-SAR and TerraSAR-X sensors
This paper explores the ground moving target indication (GMTI) capabilities of the German
Aerospace Center's state-of-the-art airborne (F-SAR) and spaceborne (TerraSAR-X) …
Aerospace Center's state-of-the-art airborne (F-SAR) and spaceborne (TerraSAR-X) …