Deep learning-based automatic detection of ships: An experimental study using satellite images

K Patel, C Bhatt, PL Mazzeo - Journal of imaging, 2022 - mdpi.com
The remote sensing surveillance of maritime areas represents an essential task for both
security and environmental reasons. Recently, learning strategies belonging to the field of …

Taking artificial intelligence into space through objective selection of hyperspectral earth observation applications: To bring the “brain” close to the “eyes” of satellite …

AM Wijata, MF Foulon, Y Bobichon… - … and Remote Sensing …, 2023 - ieeexplore.ieee.org
Recent advances in remote sensing hyperspectral imaging and artificial intelligence (AI)
bring exciting opportunities to various fields of science and industry that can directly benefit …

Improved ship detection algorithm from satellite images using YOLOv7 and graph neural network

K Patel, C Bhatt, PL Mazzeo - Algorithms, 2022 - mdpi.com
One of the most critical issues that the marine surveillance system has to address is the
accuracy of its ship detection. Since it is responsible for identifying potential pirate threats, it …

Ranking Ship Detection Methods Using SAR Images Based on Machine Learning and Artificial Intelligence

M Yasir, AJ Niang, MS Hossain, QU Islam… - Journal of Marine …, 2023 - mdpi.com
We aimed to improve the performance of ship detection methods in synthetic aperture radar
(SAR) images by utilizing machine learning (ML) and artificial intelligence (AI) techniques …

Region based detection of ships from remote sensing satellite imagery using deep learning

C Anusha, C Rupa, G Samhitha - 2022 2nd International …, 2022 - ieeexplore.ieee.org
Ship detection in satellite imagery is an important application in marine time security. This
can also be majorly used in sea pollution control, oil leakage detection and other illegal …

Exploring an early warning system for maritime security risks: An approach based on compressed sensing

X Li, W Wang, H Gu, K Jin - Expert Systems with Applications, 2024 - Elsevier
Piracy has posed intractable challenges to maritime security and the global economy. This
study introduces a real-time early warning system designed to monitor piracy activity in the …

Detection of aircraft, vehicles and ships in aerial and satellite imagery using evolutionary deep learning

AK Thoudoju - 2021 - diva-portal.org
Background. The view of the Earth from above can offer a lot of data and with technological
advancements in image sensors and high-resolution satellite images there is more quantity …

Ship detection and water level measurement system based on 3D point cloud

Y Chen, Z Li, L Huang, Y Cheng - International Journal of Remote …, 2024 - Taylor & Francis
With the continuous development of the water transportation and shipping industries, the
number of ships in rivers has steadily multiplied, followed by the increasing complexity of the …

Multi-Target Tracking Algorithm Combined with High-Precision Map

Q An, Y Cai, J Zhu, S Wang, F Han - Sensors, 2022 - mdpi.com
On high-speed roads, there are certain blind areas within the radar coverage, especially
when the blind zone is in curved road sections; because the radar does not have the …

Towards an explainable artificial intelligence approach for ships detection from satellite imagery

C Ieracitano, N Mammone, FC Morabito - International Conference on …, 2022 - Springer
In recent years, ship detection and classification from remote satellite imagery using
advanced Artificial Intelligence (AI) algorithms raises great attention in military and civilian …