Enhanced feature extraction for ship detection from multi-resolution and multi-scene synthetic aperture radar (SAR) images
Independent of daylight and weather conditions, synthetic aperture radar (SAR) images
have been widely used for ship monitoring. The traditional methods for SAR ship detection …
have been widely used for ship monitoring. The traditional methods for SAR ship detection …
Regional prediction-aware network with cross-scale self-attention for ship detection in SAR images
L Zhang, Y Liu, Y Huang, L Qu - IEEE Geoscience and Remote …, 2022 - ieeexplore.ieee.org
Deep learning algorithms have been widely used in ship detection with synthetic aperture
radar (SAR). However, the complex background, clutter noise, and large span of ship sizes …
radar (SAR). However, the complex background, clutter noise, and large span of ship sizes …
An effective multi-layer attention network for SAR ship detection
Z Suo, Y Zhao, Y Hu - Journal of Marine Science and Engineering, 2023 - mdpi.com
The use of deep learning-based techniques has improved the performance of synthetic
aperture radar (SAR) image-based applications, such as ship detection. However, all …
aperture radar (SAR) image-based applications, such as ship detection. However, all …
FINet: A feature interaction network for SAR ship object-level and pixel-level detection
Deep learning-based detection methods have achieved great success in ship target
detection in synthetic aperture radar (SAR) images. However, due to the interference of …
detection in synthetic aperture radar (SAR) images. However, due to the interference of …
Two-stage ship detection in synthetic aperture radar images based on attention mechanism and extended pooling
C Wang, W Su, H Gu - Journal of Applied Remote Sensing, 2020 - spiedigitallibrary.org
Object detection in synthetic aperture radar (SAR) images remains a challenging problem
due to the particular imaging mechanism of SAR systems. The sizes of targets are relatively …
due to the particular imaging mechanism of SAR systems. The sizes of targets are relatively …
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 …
Feature enhancement pyramid and shallow feature reconstruction network for SAR ship detection
L Bai, C Yao, Z Ye, D Xue, X Lin… - IEEE Journal of Selected …, 2023 - ieeexplore.ieee.org
Recently, convolutional neural network based methods have been studied for ship detection
in optical remote sensing images. However, it is challenging to apply them to microwave …
in optical remote sensing images. However, it is challenging to apply them to microwave …
Dense attention pyramid networks for multi-scale ship detection in SAR images
Z Cui, Q Li, Z Cao, N Liu - IEEE Transactions on Geoscience …, 2019 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) is an active microwave imaging sensor with the capability of
working in all-weather, all-day to provide high-resolution SAR images. Recently, SAR …
working in all-weather, all-day to provide high-resolution SAR images. Recently, SAR …
SAR ship detection based on end-to-end morphological feature pyramid network
C Zhao, X Fu, J Dong, R Qin, J Chang… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Intelligent ship detection based on high-precision synthetic aperture radar (SAR) images
plays a vital role in ocean monitoring and maritime management. Denoising is an effective …
plays a vital role in ocean monitoring and maritime management. Denoising is an effective …
Ship detection in SAR images based on multi-scale feature extraction and adaptive feature fusion
K Zhou, M Zhang, H Wang, J Tan - Remote Sensing, 2022 - mdpi.com
Deep learning has attracted increasing attention across a number of disciplines in recent
years. In the field of remote sensing, ship detection based on deep learning for synthetic …
years. In the field of remote sensing, ship detection based on deep learning for synthetic …
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