SAR Ship detection method based on convolutional neural network and multi-layer feature fusion

B Yue, W Zhao, S Han - Advances in Natural Computation, Fuzzy Systems …, 2020 - Springer
SAR ship detection plays an important role in marine traffic monitoring. Traditional SAR
target detection methods are mostly based on intensity differences between target and …

SAR Ship Detection Based on An Improved CNN with IoU-FL and Attention Mechanism

Z Ze, G Li, J Han, X Wang… - 2023 IEEE Radar …, 2023 - ieeexplore.ieee.org
Ship detection in synthetic aperture radar (SAR) images is important in the area of marine
surveillance. However, the extremely unbalanced distribution of easy and hard examples …

Ship detection in SAR images based on multiscale feature fusion and channel relation calibration of features

Z Xueke, LIU Chang, Z Bin - 雷达学报, 2021 - radars.ac.cn
Deep-learning technology has enabled remarkable results for ship detection in SAR images.
However, in view of the complex and changeable backgrounds of SAR ship images, how to …

An Automated SAR-based Method for Ship Detection in Maritime Surveillance System

Z Xu, D Zhang, L Fan, H Ma, Y Li - 2023 7th International …, 2023 - ieeexplore.ieee.org
Synthetic Aperture Radar (SAR) is an active Earth observation system that can obtain high-
resolution ocean images all day and all weather. It can be used for monitoring the marine …

Review of ship target detection based on SAR images

X Wu, X He, S Tian, B Wang… - 2023 7th International …, 2023 - ieeexplore.ieee.org
Ship target recognition is one of the important directions of the development of intelligent
war, which has been widely used in military fields such as early warning detection, precision …

Automatic SAR ship detection based on multifeature fusion network in spatial and frequency domains

S Wang, Z Cai, J Yuan - IEEE Transactions on Geoscience and …, 2023 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) ship detection is sensitive to the interference of inshore
background, disturbance of strong wind and waves. The similar textures of the neighbor …

A SAR ship detection method based on improved Faster R-CNN

B YUE, S HAN - Computer and Modernization, 2019 - cam.org.cn
SAR ship detection plays an important role in marine traffic monitoring. Traditional SAR
target detection algorithms are mostly based on contrast difference between target and …

Adaptive CFAR method for SAR ship detection using intensity and texture feature fusion attention contrast mechanism

N Li, X Pan, L Yang, Z Huang, Z Wu, G Zheng - Sensors, 2022 - mdpi.com
Due to the complexity of sea surface environments, such as speckles and side lobes of
ships, ship wake, etc., the detection of ship targets in synthetic aperture radar (SAR) images …

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 …

[HTML][HTML] 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 …