Deep learning for autonomous ship-oriented small ship detection
Sign Up to like & getrecommendations! Published in 2020 at "Safety Science"
DOI: 10.1016/j.ssci.2020.104812
Abstract: Abstract Small ship detection is an important topic in autonomous ship technology and plays an essential role in shipping safety. Since traditional object detection techniques based on the shipborne radar are not qualified for the… read more here.
Keywords: detection; autonomous ship; small ship; deep learning ... See more keywords
An Improved Deep Neural Network for Small-Ship Detection in SAR Imagery
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2023.3347660
Abstract: Ship detection by using remote-sensing images based on a synthetic aperture radar (SAR) plays an important role in managing water transportation and marine safety. However, complex background, a small-ship size, and low focus on small… read more here.
Keywords: detection; sar; ship detection; small ship ... See more keywords
MU-Net: An Efficient Small Ship Detection Network Based on Multimodal Fusion With Unpaired SAR/AIS Data
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2025.3623616
Abstract: Ship detection in synthetic aperture radar (SAR) imagery has achieved significant progress but still faces several challenges. For example, single-modal SAR provides limited ship information, and identifying small ships in complex environments is difficult, affecting… read more here.
Keywords: detection; ship detection; small ship; ship ... See more keywords
LRS²-DM: Small Ship Target Detection in Low-Resolution Remote Sensing Images Based on Diffusion Models
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2025.3580609
Abstract: With advancements in remote sensing technology, ship detection has emerged as a pivotal component in marine environmental protection and maritime traffic management. However, the significant distance of satellite imaging results in ship targets appearing as… read more here.
Keywords: detection; low resolution; remote sensing; ship ... See more keywords
YOLO-LPSS: A Lightweight and Precise Detection Model for Small Sea Ships
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Marine Science and Engineering"
DOI: 10.3390/jmse13050925
Abstract: The accurate detection of small ships based on images or vision is critical for many scenarios, like maritime surveillance, port security, and navigation safety. However, achieving accurate detection for small ships is a challenge for… read more here.
Keywords: detection; lightweight precise; small ship; lpss lightweight ... See more keywords