An advanced deep learning models-based plant disease detection: A review of recent research

M Shoaib, B Shah, S Ei-Sappagh, A Ali… - Frontiers in Plant …, 2023 - frontiersin.org
Plants play a crucial role in supplying food globally. Various environmental factors lead to
plant diseases which results in significant production losses. However, manual detection of …

Review of collision avoidance and path planning algorithms used in autonomous underwater vehicles

R Kot - Electronics, 2022 - mdpi.com
The rapid technological development of computing power and system operations today
allows for increasingly advanced algorithm implementation, as well as path planning in real …

A review of underwater mine detection and classification in sonar imagery

S Hożyń - Electronics, 2021 - mdpi.com
Underwater mines pose extreme danger for ships and submarines. Therefore, navies
around the world use mine countermeasure (MCM) units to protect against them. One of the …

A deep learning-based model for plant lesion segmentation, subtype identification, and survival probability estimation

M Shoaib, B Shah, T Hussain, A Ali, A Ullah… - Frontiers in Plant …, 2022 - frontiersin.org
Plants are the primary source of food for world's population. Diseases in plants can cause
yield loss, which can be mitigated by continual monitoring. Monitoring plant diseases …

Review of obstacle detection systems for collision avoidance of autonomous underwater vehicles tested in a real environment

R Kot - Electronics, 2022 - mdpi.com
The high efficiency of obstacle detection system (ODS) is essential to obtain the high
performance of autonomous underwater vehicles (AUVs) carrying out a mission in a …

Deep-sea underwater cooperative operation of manned/unmanned submersible and surface vehicles for different application scenarios

L Yang, S Zhao, X Wang, P Shen, T Zhang - Journal of Marine Science …, 2022 - mdpi.com
In this paper, we propose three cooperative operational modes of manned and unmanned
submersibles for a range of different deep-sea application scenarios. For large-scale …

Banana ripeness classification based on deep learning using convolutional neural network

RE Saragih, AWR Emanuel - 2021 3rd East Indonesia …, 2021 - ieeexplore.ieee.org
Fruit ripeness is an important thing in agriculture because it determines the fruit's quality.
Determining the ripeness of the fruit that was done manually poses several weaknesses …

[HTML][HTML] Underwater side-scan sonar target detection: YOLOv7 model combined with attention mechanism and scaling factor

X Wen, J Wang, C Cheng, F Zhang, G Pan - Remote Sensing, 2024 - mdpi.com
Side-scan sonar plays a crucial role in underwater exploration, and the autonomous
detection of side-scan sonar images is vital for detecting unknown underwater …

Research trends and future perspectives in marine biomimicking robotics

J Aguzzi, C Costa, M Calisti, V Funari, S Stefanni… - Sensors, 2021 - mdpi.com
Mechatronic and soft robotics are taking inspiration from the animal kingdom to create new
high-performance robots. Here, we focused on marine biomimetic research and used …

Small-sample underwater target detection: a joint approach utilizing diffusion and YOLOv7 model

C Cheng, X Hou, X Wen, W Liu, F Zhang - Remote Sensing, 2023 - mdpi.com
Underwater target detection technology plays a crucial role in the autonomous exploration of
underwater vehicles. In recent years, significant progress has been made in the field of …