[HTML][HTML] Underwater target detection algorithm based on improved YOLOv5

F Lei, F Tang, S Li - Journal of Marine Science and Engineering, 2022 - mdpi.com
Underwater target detection plays an important role in ocean exploration, to which the
improvement of relevant technology is of much practical significance. Although existing …

[HTML][HTML] YOLOv5s-CA: A modified YOLOv5s network with coordinate attention for underwater target detection

G Wen, S Li, F Liu, X Luo, MJ Er, M Mahmud, T Wu - Sensors, 2023 - mdpi.com
Underwater target detection techniques have been extensively applied to underwater
vehicles for marine surveillance, aquaculture, and rescue applications. However, due to …

A multi-stage underwater image aesthetic enhancement algorithm based on a generative adversarial network

K Hu, C Weng, C Shen, T Wang, L Weng… - Engineering Applications of …, 2023 - Elsevier
Existing underwater image enhancement algorithms rely on paired datasets, which enhance
underwater images by learning the mapping relationship between low-quality and high …

Tacho-less sparse CNN to detect defects in rotor-bearing systems at varying speed

A Kumar, G Vashishtha, CP Gandhi, H Tang… - … applications of artificial …, 2021 - Elsevier
Automatic identification of bearing and rotor defects, when operated at varying speed is
challenging. To make this challenging task possible, a tacho-less deep learning model is …

A multi-label waste detection model based on transfer learning

Q Zhang, Q Yang, X Zhang, W Wei, Q Bao, J Su… - Resources, Conservation …, 2022 - Elsevier
Accurate and efficient treatment of domestic waste is an important part of urban
management. Whether domestic waste can be classified effectively will affect the …

Review of intelligent detection and health assessment of underwater structures

S Teng, A Liu, X Ye, J Wang, J Fu, Z Wu, B Chen… - Engineering …, 2024 - Elsevier
This paper aims to comprehensively discuss the latest research developments in the field of
underwater structural defect detection and health assessment. The underwater robots can …

[HTML][HTML] Underwater object detection algorithm based on attention mechanism and cross-stage partial fast spatial pyramidal pooling

J Yan, Z Zhou, D Zhou, B Su, Z Xuanyuan… - Frontiers in Marine …, 2022 - frontiersin.org
For the routine target detection algorithm in the underwater complex environment to obtain
the image of the existence of blurred images, complex background and other phenomena …

[HTML][HTML] Underwater object detection based on improved efficientdet

J Jia, M Fu, X Liu, B Zheng - Remote Sensing, 2022 - mdpi.com
Intelligent detection of marine organism plays an important part in the marine economy, and
it is significant to detect marine organisms quickly and accurately in a complex marine …

Toward efficient safety helmet detection based on YoloV5 with hierarchical positive sample selection and box density filtering

Z Li, W Xie, L Zhang, S Lu, L Xie, H Su… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Object detectors based on convolutional neural networks (CNNs) have been widely
deployed in industrial production for safety detection to guarantee the security of workers …

Research on Underwater small target Detection Algorithm based on improved YOLOv7

W Yi, B Wang - IEEE Access, 2023 - ieeexplore.ieee.org
Target detection research has always been difficult when it comes to small target detection
in underwater situations. To address the issues of a high miss detection rate and poor …