Autonomous underwater vehicle navigation: A review

B Zhang, D Ji, S Liu, X Zhu, W Xu - Ocean Engineering, 2023 - Elsevier
Abstract Autonomous Underwater Vehicles (AUVs) have been focused on by research
efforts because of their extensive applications in scientific, commercial as well as military …

[PDF][PDF] A novel classification approach for grape leaf disease detection based on different attention deep learning techniques

SP Praveen, R Nakka, A Chokka, VN Thatha… - International Journal of …, 2023 - academia.edu
Preventing and controlling grape diseases is essential for a good grape harvest. With the
help of “single shot multibox detectors”,“faster region based convolutional neural networks” …

Using a multi-convolutional neural network to automatically identify small-sample tea leaf diseases

G Hu, M Fang - Sustainable Computing: Informatics and Systems, 2022 - Elsevier
Tea leaf disease is a factor leading to the decline of tea quality and yield. In this study, a
multi-convolutional neural network (CNN) model, MergeModel, combined with diseased leaf …

Sonar-based Deep Learning in Underwater Robotics: Overview, Robustness and Challenges

M Aubard, A Madureira, L Teixeira, J Pinto - arxiv preprint arxiv …, 2024 - arxiv.org
With the growing interest in underwater exploration and monitoring, Autonomous
Underwater Vehicles (AUVs) have become essential. The recent interest in onboard Deep …

Detection of weak and small targets in forward-looking sonar image using multi-branch shuttle neural network

J Wang, C Feng, L Wang, G Li, B He - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Autonomous Underwater Vehicle (AUV) is an automated navigation device, which can
independently complete the underwater investigation and detection without supervision …

Grape leaf disease detection based on attention mechanisms

W Guo, Q Feng, X Li, S Yang, J Yang - International Journal of Agricultural …, 2022 - ijabe.net
Prevention and control of grape diseases is the key measure to ensure grape yield. In order
to improve the precision of grape leaf disease detection, in this study, Squeeze-and …

Side-scan sonar image segmentation based on multi-channel CNN for AUV navigation

D Yang, C Cheng, C Wang, G Pan… - Frontiers in …, 2022 - frontiersin.org
The AUV (Autonomous Underwater Vehicle) navigation process relies on the interaction of a
variety of sensors. The side-scan sonar can collect underwater images and obtain semantic …

[HTML][HTML] Adaptive navigation algorithm with deep learning for autonomous underwater vehicle

H Ma, X Mu, B He - Sensors, 2021 - mdpi.com
Precise navigation is essential for autonomous underwater vehicles (AUVs). The
measurement deviation of the navigation sensors, especially the microelectromechanical …

Exploiting deep matching and underwater terrain images to improve underwater localization accuracy

F Zhang, H Bian, W Ge, M Wei - IEEE Geoscience and Remote …, 2023 - ieeexplore.ieee.org
Underwater terrain image (UTI) matching provides a new idea for terrain-aided localization
technology. However, the diversity of UTIs makes it very difficult to accurately match real …

Modified whale optimization algorithm for underwater image matching in a UUV vision system

Z Yan, J Zhang, J Tang - Multimedia tools and applications, 2021 - Springer
In this paper, a hybrid whale optimization algorithm based on the Lévy flight strategy (LWOA)
and lateral inhibition (LI) is proposed to solve the underwater image matching problem in an …