Development and application of ship detection and classification datasets: A review

C Zhang, X Zhang, G Gao, H Lang, G Liu… - … and Remote Sensing …, 2024 - ieeexplore.ieee.org
Ship detection and classification pose significant challenges in remote sensing. The potent
feature extraction capabilities of deep learning algorithms render them pivotal for these …

Ship detection from raw SAR echo data

X Leng, K Ji, G Kuang - IEEE Transactions on Geoscience and …, 2023 - ieeexplore.ieee.org
In the context of ship monitoring in the ocean, targets are usually sparsely distributed. Thus,
synthetic aperture radar (SAR) imaging of the whole scene is usually quite redundant and …

[HTML][HTML] Lightweight Ship Detection Network for SAR Range-Compressed Domain

X Tan, X Leng, Z Sun, R Luo, K Ji, G Kuang - Remote Sensing, 2024 - mdpi.com
The utilization of Synthetic Aperture Radar (SAR) for real-time ship detection proves highly
advantageous in the supervision and monitoring of maritime activities. Ship detection in the …

YOLO-RC: SAR ship detection guided by characteristics of range-compressed domain

X Tan, X Leng, R Luo, Z Sun, K Ji… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Conventional ship detection using synthetic aperture radar (SAR) is typically limited to fully-
focused SAR images, limiting the development of real-time SAR ship detection. Ship …

An Incept-TextCNN model for ship target detection in SAR range-compressed domain

HC Zeng, YT Song, W Yang, T Miao… - … and Remote Sensing …, 2024 - ieeexplore.ieee.org
Traditionally, synthetic aperture radar (SAR)-based ship target detection is performed in the
image domain, where SAR imaging processing has to be applied first. However, SAR …

YOLO-RDFEA: Object Detection in RD Imagery With Improved YOLOv8 Based on Feature Enhancement and Attention Mechanisms

J Yang, M Dong, C Li, F Nie - IEEE Access, 2024 - ieeexplore.ieee.org
Range-Doppler (RD) imaging has eclipsed synthetic aperture radar (SAR) imaging as the
latest hotspot in the field of radar image object detection, owing to its low cost, high speed …

RCShip: A dataset dedicated to ship detection in range-compressed SAR data

X Tan, X Leng, K Ji, G Kuang - IEEE Geoscience and Remote …, 2024 - ieeexplore.ieee.org
Timely monitoring of ships is imperative for ensuring the safety and security of maritime
operations. Ship detection in synthetic aperture radar (SAR) is typically applicable to …

[PDF][PDF] Capabilities to use passive measurement systems to detect objects moving in a water region

W Mironiuk, K Buszman - Archives of transport, 2023 - bibliotekanauki.pl
The increase in the use of sea water is the basis for the development of the existing security
systems in given areas. Monitoring the navigational situation in a given water area is one of …

Hierarchical fusion evaluation and optimization of radar intelligent tracking algorithm via hybrid weight design mechanism

K Hu, C Yang, Z Wang, J Wang - Engineering Applications of Artificial …, 2024 - Elsevier
In this paper, a hybrid weight design and optimization mechanism is proposed to ensure a
better application effect in the multi-level weighted evaluation/optimization process of …

面向海域环境感知的视觉处理方法研莎述.

肖雨晴, 罗亮, 于博向, 杨志渊… - Journal of Computer …, 2024 - search.ebscohost.com
环境感知是海上目标智能化监测的核心技术, 广泛应用于军事与工业领域. 深度学习为环境感知
研究带来新活力, 但目前该领域缺乏全面性的综述. 从深度学习, 环境感知与视觉方法的交叉点 …