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 …

Large kernel sparse ConvNet weighted by multi-frequency attention for remote sensing scene understanding

J Wang, W Li, M Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Remote sensing scene understanding is a highly challenging task, and has gradually
emerged as a research hotspot in the field of intelligent interpretation of remote sensing …

A small ship object detection method for satellite remote sensing data

X Fan, Z Hu, Y Zhao, J Chen, T Wei… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Satellite remote sensing technology can achieve real-time observation of ships at sea, and
the remote sensing images obtained have the advantages of high contrast and low noise …

SAR Ship Detection Based on Explainable Evidence Learning under Intra-class Imbalance

Y Liu, G Yan, F Ma, Y Zhou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) ship detection is an important technology supporting water
traffic monitoring and marine safety maintenance. In recent years, many methods based on …

SAR target incremental recognition based on features with strong separability

F Gao, L Kong, R Lang, J Sun, J Wang… - … on Geoscience and …, 2024 - ieeexplore.ieee.org
With the rapid development of deep learning technology, many synthetic aperture radar
(SAR) target recognition algorithms based on convolutional neural networks have achieved …

DSF-Net: A dual feature shuffle guided multi-field fusion network for SAR small ship target detection

Z Xu, J Zhai, K Huang, K Liu - Remote Sensing, 2023 - mdpi.com
SAR images play a crucial role in ship detection across diverse scenarios due to their all-
day, all-weather characteristics. However, detecting SAR ship targets poses inherent …

Oriented ship detection based on soft thresholding and context information in SAR images of complex scenes

C Zhang, G Gao, J Liu, D Duan - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The detection of ships encompasses an abundance of applications within the domains of
fishery management, marine rescue operations, and maritime monitoring. In recent years, a …

Ship detection in haze and low-light remote sensing images via colour balance and DCNN

R Song, T Li, T Li - Applied Ocean Research, 2023 - Elsevier
Ship detection in marine remote sensing images (RSI) is an area of growing interest with a
wide range of potential applications. However, current ship detection methods often suffer …

Real-time assessment of ship collision risk using image processing techniques

H Ding, J Weng, K Shi - Applied Ocean Research, 2024 - Elsevier
The poor quality or the miss of Automatic Identification System (AIS) data may cause
erroneous judgement of the potential navigational risk. Therefore, this study proposes a real …

Infrared Moving Small Target Detection Based on Space–Time Combination in Complex Scenes

Y Wang, L Cao, K Su, D Dai, N Li, D Wu - Remote Sensing, 2023 - mdpi.com
In the infrared small target images with complex backgrounds, there exist various
interferences that share similar characteristics with the target (such as building edges). The …