[HTML][HTML] 海杂波背景下雷达目标特征检测方法的现状与展望

许述文, 白晓惠, 郭子薰, 水鹏朗 - 雷达学报, 2020 - radars.ac.cn
海杂波背景下雷达目标特征检测方法的现状与展望 作者中心 专家审稿 责编办公 编辑办公 首页
论文 1.当期论文 2.全部论文 3.优先发表 数据 1.雷达对海探测数据 2.SAR样本数据集 3.多源 …

False-alarm-controllable radar detection for marine target based on multi features fusion via CNNs

X Chen, N Su, Y Huang, J Guan - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
Due to the influence of the complex marine environment, the marine target detection based
on statistical theory is difficult to achieve high-performance. Moreover, due to various targets' …

Deep learning-based UAV detection in pulse-Doppler radar

C Wang, J Tian, J Cao, X Wang - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the popularity of unmanned aerial vehicles (UAVs), how to conduct automatic and
effective detection to prevent unauthorized flying has become an important issue. The …

Sequence-feature detection of small targets in sea clutter based on Bi-LSTM

H Wan, X Tian, J Liang, X Shen - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In the complex and changeable marine environment, it is difficult to achieve high-
performance detection based on statistical theory for small sea surface detectors in practical …

Anomaly based sea-surface small target detection using K-nearest neighbor classification

ZX Guo, PL Shui - IEEE Transactions on Aerospace and …, 2020 - ieeexplore.ieee.org
Sea-surface small target detection is always a difficult problem in high-resolution maritime
ubiquitous radars for complex characteristics of sea clutter, weak target returns, and diversity …

[HTML][HTML] Status and prospects of feature-based detection methods for floating targets on the sea surface

XU Shuwen, BAI Xiaohui, GUO Zixun, S Penglang - 雷达学报, 2020 - radars.ac.cn
Radar target detection in sea clutter is of significance to both the civil and military
applications. With the miniaturization and invisibility of sea targets, Small Floating Targets …

[PDF][PDF] 海杂波中基于可控虚警K 近邻的海面小目标检测

郭子薰, 水鹏朗, 白晓惠, 许述文, 李东宸 - Journal of Radars, 2020 - radars.ac.cn
由于高分辨海杂波具有复杂的特性以及海面小目标具有多样性, 没有精确的简单统计模型可以较
好地描述海杂波和目标回波时间序列, 这导致目标检测遇到了很多阻碍. 为了区分海杂波和目标 …

A false alarm controllable detection method based on CNN for sea-surface small targets

Q Qu, YL Wang, W Liu, B Li - IEEE Geoscience and Remote …, 2022 - ieeexplore.ieee.org
It is a compelling task to detect sea-surface small targets in the background of strong sea
clutter. Traditional detection methods usually suffer from poor detection performance and a …

Detection of small floating targets on the sea surface based on multi-features and principal component analysis

T Gu - IEEE Geoscience and Remote Sensing Letters, 2019 - ieeexplore.ieee.org
This letter proposes a detection method of small floating targets based on multi-features and
principal component analysis (PCA) for marine surveillance radar. This method consists of …

Sea-surface floating small target detection by multifeature detector based on isolation forest

S Xu, J Zhu, J Jiang, P Shui - IEEE Journal of Selected Topics …, 2020 - ieeexplore.ieee.org
In this article, a multifeature detector based on isolation forest (iForest) algorithm is
developed to detect floating small targets in sea clutter. The conventional multifeature …