Sar ship detection based on swin transformer and feature enhancement feature pyramid network
X Ke, X Zhang, T Zhang, J Shi… - IGARSS 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
With the booming of Convolutional Neural Networks (CNNs), CNNs such as VGG-16 and
ResNet-50 widely serve as backbone in SAR ship detection. However, CNN based …
ResNet-50 widely serve as backbone in SAR ship detection. However, CNN based …
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 …
Edge Constrained Guided Feature Perception Network for Ship Detection in SAR Images
S Xu, J Fan, X Jia, J Chang - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
The ship target detection technology in synthetic aperture radar (SAR) imaging plays an
important role in information warfare. However, due to the coherence of the system and the …
important role in information warfare. However, due to the coherence of the system and the …
Anchor-free convolutional network with dense attention feature aggregation for ship detection in SAR images
In recent years, with the improvement of synthetic aperture radar (SAR) imaging resolution, it
is urgent to develop methods with higher accuracy and faster speed for ship detection in …
is urgent to develop methods with higher accuracy and faster speed for ship detection in …
A novel detector based on convolution neural networks for multiscale SAR ship detection in complex background
W Dai, Y Mao, R Yuan, Y Liu, X Pu, C Li - Sensors, 2020 - mdpi.com
Convolution neural network (CNN)-based detectors have shown great performance on ship
detections of synthetic aperture radar (SAR) images. However, the performance of current …
detections of synthetic aperture radar (SAR) images. However, the performance of current …
A fast and lightweight detection network for multi-scale SAR ship detection under complex backgrounds
J Yu, G Zhou, S Zhou, M Qin - Remote Sensing, 2021 - mdpi.com
It is very difficult to detect multi-scale synthetic aperture radar (SAR) ships, especially under
complex backgrounds. Traditional constant false alarm rate methods are cumbersome in …
complex backgrounds. Traditional constant false alarm rate methods are cumbersome in …
Efficient low-cost ship detection for SAR imagery based on simplified U-net
Y Mao, Y Yang, Z Ma, M Li, H Su, J Zhang - IEEE Access, 2020 - ieeexplore.ieee.org
Due to the rapid development of chip technology and deep learning revolution, many ship
detection frameworks for synthetic aperture radar (SAR) imagery based on convolutional …
detection frameworks for synthetic aperture radar (SAR) imagery based on convolutional …
Power transformations and feature alignment guided network for SAR ship detection
M Xiao, Z He, X Li, A Lou - IEEE Geoscience and Remote …, 2022 - ieeexplore.ieee.org
Due to the capacity of full-time and full-weather working, synthetic aperture radar (SAR)
images have been frequently applied to ship detection. However, the interference of speckle …
images have been frequently applied to ship detection. However, the interference of speckle …
SAR ship detection network based on global context and multi-scale feature enhancement
S Zhou, M Zhang, L Wu, D Yu, J Li, F Fan, Y Liu… - Signal, Image and Video …, 2024 - Springer
With the rapid development of synthetic aperture radar (SAR) technology, SAR image ship
detection plays a crucial role in fields such as marine environment monitoring and maritime …
detection plays a crucial role in fields such as marine environment monitoring and maritime …
FIAD net: A Fast SAR ship detection network based on feature integration attention and self-supervised learning
ABSTRACT Synthetic Aperture Radar (SAR) Ship Detection (SSD) is an important
application, and it has been widely used in commercial and military fields. With the …
application, and it has been widely used in commercial and military fields. With the …