[HTML][HTML] Ship fire detection based on an improved YOLO algorithm with a lightweight convolutional neural network model

H Wu, Y Hu, W Wang, X Mei, J Xian - Sensors, 2022 - mdpi.com
Ship fire is one of the greatest dangers to ship navigation safety. Nevertheless, typical
detection methods have limited detection effectiveness and accuracy due to distance …

[HTML][HTML] Fire detection in ship engine rooms based on deep learning

J Zhu, J Zhang, Y Wang, Y Ge, Z Zhang, S Zhang - Sensors, 2023 - mdpi.com
Ship fires are one of the main factors that endanger the safety of ships; because the ship is
far away from land, the fire can be difficult to extinguish and could often cause huge losses …

Lightweight ship detection methods based on YOLOv3 and DenseNet

Z Li, L Zhao, X Han, M Pan - Mathematical Problems in …, 2020 - Wiley Online Library
Ship detection is one of the most important research contents of ship intelligent navigation
and monitoring. As a supplement to classical navigational equipment such as radar and the …

Ship target detection based on improved YOLO network

H Huang, D Sun, R Wang, C Zhu… - … Problems in Engineering, 2020 - Wiley Online Library
Ship target detection is an important guarantee for the safe passage of ships on the river.
However, the ship image in the river is difficult to recognize due to the factors such as …

[HTML][HTML] An Efficient Ship-Detection Algorithm Based on the Improved YOLOv5

J Wang, Q Pan, D Lu, Y Zhang - Electronics, 2023 - mdpi.com
Aiming to solve the problems of large-scale changes, the dense occlusion of ship targets,
and a low detection accuracy caused by challenges in the localization and identification of …

[HTML][HTML] Fire detection and notification method in ship areas using deep learning and computer vision approaches

K Avazov, MK Jamil, B Muminov, AB Abdusalomov… - Sensors, 2023 - mdpi.com
Fire incidents occurring onboard ships cause significant consequences that result in
substantial effects. Fires on ships can have extensive and severe wide-ranging impacts on …

[HTML][HTML] Modified yolov3 for ship detection with visible and infrared images

L Chang, YT Chen, JH Wang, YL Chang - Electronics, 2022 - mdpi.com
As the demands for international marine transportation increase rapidly, effective port
management has become an important issue. Automatic ship recognition can facilitate the …

[HTML][HTML] Lightweight object detection algorithm based on YOLOv5 for unmanned surface vehicles

J Zhang, J Jin, Y Ma, P Ren - Frontiers in marine science, 2023 - frontiersin.org
Visual detection technology is essential for an unmanned surface vehicle (USV) to perceive
the surrounding environment; it can determine the spatial position and category of the …

Ship target detection algorithm based on improved YOLOv3 for maritime image

D Chen, S Sun, Z Lei, H Shao… - Journal of Advanced …, 2021 - Wiley Online Library
Accurate identification of ships is the key technology of intelligent transportation in water. At
the same time, it also provides a judgment basis for water traffic safety control. This paper …

[HTML][HTML] A detection method of the rescue targets in the marine casualty based on improved YOLOv5s

J Bai, J Dai, Z Wang, S Yang - Frontiers in Neurorobotics, 2022 - frontiersin.org
In recent years, with the deep exploitation of marine resources and the development of
maritime transportation, ship collision accidents occur frequently, which leads to the …