A gated cross-domain collaborative network for underwater object detection

L Dai, H Liu, P Song, M Liu - Pattern Recognition, 2024 - Elsevier
Underwater object detection (UOD) plays a significant role in aquaculture and marine
environmental protection. Considering the challenges posed by low contrast and low-light …

A dual-branch joint learning network for underwater object detection

B Wang, Z Wang, W Guo, Y Wang - Knowledge-Based Systems, 2024 - Elsevier
Underwater object detection (UOD) is crucial for develo** marine resources,
environmental monitoring, and ecological protection. However, the degradation of …

[HTML][HTML] CEH-YOLO: A composite enhanced YOLO-based model for underwater object detection

J Feng, T ** - Ecological Informatics, 2024 - Elsevier
Advances in underwater recording and processing systems have highlighted the need for
automated methods dedicated to the accurate detection and tracking of small underwater …

YOLOv8-MU: an improved YOLOv8 underwater detector based on a large kernel block and a multi-branch reparameterization module

X Jiang, X Zhuang, J Chen, J Zhang, Y Zhang - Sensors, 2024 - mdpi.com
Underwater visual detection technology is crucial for marine exploration and monitoring.
Given the growing demand for accurate underwater target recognition, this study introduces …

[HTML][HTML] Research on the identification and classification of marine debris based on improved YOLOv8

W Jiang, L Yang, Y Bu - Journal of Marine Science and Engineering, 2024 - mdpi.com
Autonomous underwater vehicles equipped with target recognition algorithms are a primary
means of removing marine debris. However, due to poor underwater visibility, light …

Underwater Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future

L Chen, Y Huang, J Dong, Q Xu, S Kwong, H Lu… - arxiv preprint arxiv …, 2024 - arxiv.org
Underwater object detection (UOD), aiming to identify and localise the objects in underwater
images or videos, presents significant challenges due to the optical distortion, water …

[HTML][HTML] Yolo-ge: An attention fusion enhanced underwater object detection algorithm

Q Li, H Shi - Journal of Marine Science and Engineering, 2024 - mdpi.com
Underwater object detection is a challenging task with profound implications for fields such
as aquaculture, marine ecological protection, and maritime rescue operations. The presence …

[HTML][HTML] Multi-Scale Feature Fusion Enhancement for Underwater Object Detection

Z **ao, Z Li, H Li, M Li, X Liu, Y Kong - Sensors, 2024 - mdpi.com
Underwater object detection (UOD) presents substantial challenges due to the complex
visual conditions and the physical properties of light in underwater environments. Small …

SAR-EdgeYOLO: Robust Bridge Detection in Low-Resolution SAR via Edge Enhancement

S Han, J Song, H Kim, D Kim - IEEE Access, 2024 - ieeexplore.ieee.org
Bridge detection using Synthetic Aperture Radar (SAR) is important for infrastructure
management, disaster prevention, and navigation automation. Although high-resolution …

Feature Fusion Network with Local Information Exchange for Underwater Object Detection

X Liu, P Ma, C Long - Electronics, 2025 - search.proquest.com
When using enhanced images for underwater object detection, issues such as detail loss
and increased noise often arise, leading to decreased detection efficiency. To address this …