[HTML][HTML] SAR ship detection based on improved YOLOv5 and BiFPN

C Yu, Y Shin - ICT Express, 2024 - Elsevier
Synthetic aperture radar (SAR) is an advanced microwave sensor widely used in ocean
monitoring, whose operation is not affected by light and weather. Ship targets in SAR …

Improved YOLOv4 based on attention mechanism for ship detection in SAR images

Y Gao, Z Wu, M Ren, C Wu - IEEE Access, 2022 - ieeexplore.ieee.org
Ship detection in synthetic aperture radar (SAR) images is an important and challenging
work in the field of image processing. Traditional detection algorithms usually rely on …

Ship detection based on YOLOv2 for SAR imagery

YL Chang, A Anagaw, L Chang, YC Wang, CY Hsiao… - Remote Sensing, 2019 - mdpi.com
Synthetic aperture radar (SAR) imagery has been used as a promising data source for
monitoring maritime activities, and its application for oil and ship detection has been the …

A CFAR-Enhanced Ship Detector for SAR Images Based on YOLOv5s

X Wen, S Zhang, J Wang, T Yao, Y Tang - Remote Sensing, 2024 - mdpi.com
Ship detection and recognition in Synthetic Aperture Radar (SAR) images are crucial for
maritime surveillance and traffic management. Limited availability of high-quality datasets …

DBW-YOLO: A High-Precision SAR Ship Detection Method for Complex Environments

X Tang, J Zhang, Y Xia, H Xiao - IEEE Journal of Selected …, 2024 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) is widely used for ship target detection with the application of
deep learning techniques. However, in certain complex environments, such as near shore or …

High-speed ship detection in SAR images by improved yolov3

T ZHANG, X ZHANG, JUN SHI… - 2019 16th International …, 2019 - ieeexplore.ieee.org
Ship detection in synthetic aperture radar (SAR) images plays an important role in marine
transportation, fishery management, and maritime disaster rescue. Nowadays, the current …

Sar ship detection based on yolov5 using cbam and bifpn

Y Guo, S Chen, R Zhan, W Wang… - IGARSS 2022-2022 …, 2022 - ieeexplore.ieee.org
In recent years, deep learning has made breakthroughs in the field of computer vision, the
single-stage detection algorithm represented by You Only Look Once (YOLO) has achieved …

Ship detection in SAR images based on multi-scale feature extraction and adaptive feature fusion

K Zhou, M Zhang, H Wang, J Tan - Remote Sensing, 2022 - mdpi.com
Deep learning has attracted increasing attention across a number of disciplines in recent
years. In the field of remote sensing, ship detection based on deep learning for synthetic …

Detection of SAR image multiscale ship targets in complex inshore scenes based on improved YOLOv5

Z Wang, G Hou, Z Xin, G Liao… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) can operate around the clock and in all weather, and
therefore high-resolution SAR images have been frequently applied for ship inspection …

Rapid ship detection in SAR images based on YOLOv3

M Zhu, G Hu, H Zhou, C Lu, Y Zhang… - 2020 5th international …, 2020 - ieeexplore.ieee.org
With the increasing resolution and data volume of synthetic aperture radar images, ship
detection in synthetic aperture radar images has become one of the hot spots of academic …