Multiscale ship detection based on dense attention pyramid network in SAR images
Q Li, R Min, Z Cui, Y Pi, Z Xu - IGARSS 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
The scales of different ships vary in synthetic aperture radar (SAR) images, especially for
small scale ships, which only occupy few pixels. So ship detection methods currently face …
small scale ships, which only occupy few pixels. So ship detection methods currently face …
PPA-Net: pyramid pooling attention network for multi-scale ship detection in SAR images
G Tang, H Zhao, C Claramunt, W Zhu, S Wang… - Remote Sensing, 2023 - mdpi.com
In light of recent advances in deep learning and Synthetic Aperture Radar (SAR) technology,
there has been a growing adoption of ship detection models that are based on deep …
there has been a growing adoption of ship detection models that are based on deep …
Dense attention pyramid networks for multi-scale ship detection in SAR images
Z Cui, Q Li, Z Cao, N Liu - IEEE Transactions on Geoscience …, 2019 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) is an active microwave imaging sensor with the capability of
working in all-weather, all-day to provide high-resolution SAR images. Recently, SAR …
working in all-weather, all-day to provide high-resolution SAR images. Recently, SAR …
A General Multi-Scale Pyramid Attention Module for Ship Detection in SAR Images
P Wang, Y Chen, Y Yang, P Chen… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Compared with large-scale ships, small-scale ships occupy few pixels and have low
contrast, so it poses a great challenge to detect multiscale ships in synthetic aperture radar …
contrast, so it poses a great challenge to detect multiscale ships in synthetic aperture radar …
An efficient center-based method with multilevel auxiliary supervision for multiscale SAR ship detection
The problem of multiscale ship detection in synthetic aperture radar (SAR) images has
received much attention with the development of deep convolutional neural networks …
received much attention with the development of deep convolutional neural networks …
Scale-transferrable pyramid network for multi-scale ship detection in SAR images
N Liu, Z Cui, Z Cao, Y Pi, H Lan - IGARSS 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Previous ship detection methods for synthetic aperture radar (SAR) images suffer from an
extreme variance of ship scale. The problem of large scale variation across ships lies in the …
extreme variance of ship scale. The problem of large scale variation across ships lies in the …
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 …
years. In the field of remote sensing, ship detection based on deep learning for synthetic …
A densely connected end-to-end neural network for multiscale and multiscene SAR ship detection
Synthetic aperture radar (SAR) images have been widely used for ship monitoring. The
traditional methods of SAR ship detection are difficult to detect small scale ships and avoid …
traditional methods of SAR ship detection are difficult to detect small scale ships and avoid …
A novel detector based on convolution neural networks for multiscale SAR ship detection in complex background
W Dai, Y Mao, R Yuan, Y Liu, X Pu, C Li - Sensors, 2020 - mdpi.com
Convolution neural network (CNN)-based detectors have shown great performance on ship
detections of synthetic aperture radar (SAR) images. However, the performance of current …
detections of synthetic aperture radar (SAR) images. However, the performance of current …
Multi-scale ship detection in SAR images based on multiple attention cascade convolutional neural networks
G Jianxin, W Zhen, Z Shanwen - 2020 international conference …, 2020 - ieeexplore.ieee.org
with the development of synthetic aperture radar (SAR) technology, accurate detection of
target in SAR images has become a challenging task, such as multi-scale ship detection …
target in SAR images has become a challenging task, such as multi-scale ship detection …
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