PPA-Net: pyramid pooling attention network for multi-scale ship detection in SAR images
G Tang, H Zhao, C Claramunt, W Zhu, S Wang… - Remote Sensing, 2023 - mdpi.com
In light of recent advances in deep learning and Synthetic Aperture Radar (SAR) technology,
there has been a growing adoption of ship detection models that are based on deep …
there has been a growing adoption of ship detection models that are based on deep …
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 …
Multiscale ship detection based on dense attention pyramid network in SAR images
Q Li, R Min, Z Cui, Y Pi, Z Xu - IGARSS 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
The scales of different ships vary in synthetic aperture radar (SAR) images, especially for
small scale ships, which only occupy few pixels. So ship detection methods currently face …
small scale ships, which only occupy few pixels. So ship detection methods currently face …
BANet: A balance attention network for anchor-free ship detection in SAR images
Q Hu, S Hu, S Liu - IEEE Transactions on Geoscience and …, 2022 - ieeexplore.ieee.org
Recently, methods based on deep learning have been successfully applied to ship detection
for synthetic aperture radar (SAR) images. However, most current ship detection networks …
for synthetic aperture radar (SAR) images. However, most current ship detection networks …
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 anchor-free method based on feature balancing and refinement network for multiscale ship detection in SAR images
Recently, deep-learning methods have been successfully applied to the ship detection in the
synthetic aperture radar (SAR) images. It is still a great challenge to detect multiscale SAR …
synthetic aperture radar (SAR) images. It is still a great challenge to detect multiscale SAR …
A lightweight SAR ship detector using end-to-end image preprocessing network and channel feature guided spatial pyramid pooling
Recently, in the field of synthetic aperture radar (SAR) ship detection, deep-learning-based
methods have made significant strides in terms of detection accuracy and speed. However …
methods have made significant strides in terms of detection accuracy and speed. However …
A-BFPN: An attention-guided balanced feature pyramid network for SAR ship detection
Thanks to the excellent feature representation capabilities of neural networks, target
detection methods based on deep learning are now widely applied in synthetic aperture …
detection methods based on deep learning are now widely applied in synthetic aperture …
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 …
A novel deep learning network with deformable convolution and attention mechanisms for complex scenes ship detection in sar images
Synthetic aperture radar (SAR) can detect objects in various climate and weather conditions.
Therefore, SAR images are widely used for maritime object detection in applications such as …
Therefore, SAR images are widely used for maritime object detection in applications such as …
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