Deep learning-based object detection in maritime unmanned aerial vehicle imagery: Review and experimental comparisons

C Zhao, RW Liu, J Qu, R Gao - Engineering Applications of Artificial …, 2024 - Elsevier
With the advancement of maritime unmanned aerial vehicles (UAVs) and deep learning
technologies, the application of UAV-based object detection has become increasingly …

Asynchronous trajectory matching-based multimodal maritime data fusion for vessel traffic surveillance in inland waterways

Y Guo, RW Liu, J Qu, Y Lu, F Zhu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The automatic identification system (AIS) and video cameras have been widely exploited for
vessel traffic surveillance in inland waterways. The AIS data could provide vessel identity …

Deep learning-driven surveillance quality enhancement for maritime management promotion under low-visibility weathers

J Qu, Y Gao, Y Lu, W Xu, RW Liu - Ocean & Coastal Management, 2023 - Elsevier
Visual sensors are widely employed for real-time maritime surveillance. But they always
suffer from some low-visibility problems, typically low light and haze, which greatly reduce …

Image and AIS Data Fusion Technique for Maritime Computer Vision Applications

E Gülsoylu, P Koch, M Yildiz… - Proceedings of the …, 2024 - openaccess.thecvf.com
Deep learning object detection methods, like YOLOv5, are effective in identifying maritime
vessels but often lack detailed information important for practical applications. In this paper …

Structure Guided Global and Local Attention Transformer for Image Inpainting of Obscured Ships in Maritime Surveillance

W Baek, S Kang, YH Yang - IEEE Access, 2024 - ieeexplore.ieee.org
To ensure the safety of maritime traffic, it is crucial for cameras to capture a complete
appearance of moving vessels. However, in real marine environments, ships are often …

EMR-YOLO: A Study of Efficient Maritime Rescue Identification Algorithms

J Zhang, Y Hua, L Chen, L Li, X Shen, W Shi… - Journal of Marine …, 2024 - mdpi.com
Accurate target identification of UAV (Unmanned Aerial Vehicle)-captured images is a
prerequisite for maritime rescue and maritime surveillance. However, UAV-captured images …

A Novel Method of Automatic Ship Perception Based on the Information of PTZ Camera and Beidou Device in Wide Waters

Z Hu, JA You, J Meng, H Xiao, F Ding… - 2023 7th International …, 2023 - ieeexplore.ieee.org
Traditional shore-based vision surveillance devices for wide waters can only track ships in a
small area because current vision surveillance devices for wide waters usually use fixed …

Evaluation of an automated vessel recognition system: case study in Port of Cristo

L Maglić, L Maglić, A Blažina… - IOP Conference Series …, 2024 - iopscience.iop.org
An automated vessel recognition system is a sophisticated technological solution for the
automatic detection, identification, and classification of vessels in a maritime environment …

Structure Guided Global and Local Attention Transformer for Ship Image Inpainting

W Baek, YH Yang, S Kang - Available at SSRN 4805585 - papers.ssrn.com
To ensure the safety of maritime traffic, it is crucial for cameras to capture a complete
appearance of moving vessels. However, in real marine environments, ships are often …