Deep learning for SAR ship detection: Past, present and future
J Li, C Xu, H Su, L Gao, T Wang - Remote Sensing, 2022 - mdpi.com
After the revival of deep learning in computer vision in 2012, SAR ship detection comes into
the deep learning era too. The deep learning-based computer vision algorithms can work in …
the deep learning era too. The deep learning-based computer vision algorithms can work in …
Ship detection with SAR C-Band satellite images: a systematic review
Detecting and tracking ships remotely is now required in a wide range of contexts, from
military security to illegal immigration control, as well as the management of fisheries and …
military security to illegal immigration control, as well as the management of fisheries and …
An imbalanced discriminant alignment approach for domain adaptive SAR ship detection
Synthetic aperture radar (SAR) imaging has round-the-clock data acquisition capability
regardless of light and climate constraints, so it has been widely used for ship detection …
regardless of light and climate constraints, so it has been widely used for ship detection …
Hierarchical similarity alignment for domain adaptive ship detection in SAR images
J Zhang, S Li, Y Dong, B Pan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Ship detection from synthetic aperture radar (SAR) images is a hot topic, but the difficulty in
collecting labeled SAR images may hinder the development of deep-learning-based …
collecting labeled SAR images may hinder the development of deep-learning-based …
MEA-Net: A lightweight SAR ship detection model for imbalanced datasets
Y Guo, L Zhou - Remote Sensing, 2022 - mdpi.com
The existing synthetic aperture radar (SAR) ship datasets have an imbalanced number of
inshore and offshore ship targets, and the number of small, medium and large ship targets …
inshore and offshore ship targets, and the number of small, medium and large ship targets …
A fast and accurate small target detection algorithm based on feature fusion and cross-layer connection network for the SAR images
M Sun, Y Li, X Chen, Y Zhou, J Niu… - IEEE Journal of Selected …, 2023 - ieeexplore.ieee.org
Target detection technology has been greatly improved for synthetic aperture radar (SAR)
images recently, due to the advancement in the deep learning domain. However, because of …
images recently, due to the advancement in the deep learning domain. However, because of …
Small-Scale Ship Detection for SAR Remote Sensing Images Based on Coordinate-Aware Mixed Attention and Spatial Semantic Joint Context
With the rapid development of deep learning technology in recent years, convolutional
neural networks have gained remarkable progress in SAR ship detection tasks. However …
neural networks have gained remarkable progress in SAR ship detection tasks. However …
[HTML][HTML] Ship Detection in Synthetic Aperture Radar Images Based on BiLevel Spatial Attention and Deep Poly Kernel Network
S Tian, G Jin, J Gao, L Tan, Y Xue, Y Li… - Journal of Marine Science …, 2024 - mdpi.com
Synthetic aperture radar (SAR) is a technique widely used in the field of ship detection.
However, due to the high ship density, fore-ground-background imbalance, and varying …
However, due to the high ship density, fore-ground-background imbalance, and varying …
YOLOv5 Model-based Ship Detection in High Resolution SAR Images
S Sapna, S Sandhya, RD Shetty… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Detection of ships in Synthetic Aperture Radar (SAR) images play a crucial role in maritime
surveillance, most importantly under complex sea conditions. SAR permits observation in …
surveillance, most importantly under complex sea conditions. SAR permits observation in …
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 …
resolution ocean images all day and all weather. It can be used for monitoring the marine …