[HTML][HTML] Object detection and tracking in Precision Farming: a systematic review

M Ariza-Sentís, S Vélez, R Martínez-Peña… - … and Electronics in …, 2024 - Elsevier
Abstract Object Detection and Tracking have gained importance in recent years because of
the great advances in image and video analysis techniques and the accurate results these …

[HTML][HTML] A survey of object detection for UAVs based on deep learning

G Tang, J Ni, Y Zhao, Y Gu, W Cao - Remote Sensing, 2023 - mdpi.com
With the rapid development of object detection technology for unmanned aerial vehicles
(UAVs), it is convenient to collect data from UAV aerial photographs. They have a wide …

[HTML][HTML] Cooperative Grape Harvesting Using Heterogeneous Autonomous Robots

C Lytridis, C Bazinas, I Kalathas, G Siavalas… - Robotics, 2023 - mdpi.com
The development of agricultural robots is an increasingly popular research field aiming at
addressing the widespread labor shortages in the farming industry and the ever-increasing …

[HTML][HTML] Comparative Evaluation of Color Correction as Image Preprocessing for Olive Identification under Natural Light Using Cell Phones

D Mojaravscki, PS Graziano Magalhães - AgriEngineering, 2024 - mdpi.com
Integrating deep learning for crop monitoring presents opportunities and challenges,
particularly in object detection under varying environmental conditions. This study …

[HTML][HTML] DB-Tracker: Multi-Object Tracking for Drone Aerial Video Based on Box-MeMBer and MB-OSNet

Y Yuan, Y Wu, L Zhao, J Chen, Q Zhao - Drones, 2023 - mdpi.com
Drone aerial videos offer a promising future in modern digital media and remote sensing
applications, but effectively tracking several objects in these recordings is difficult. Drone …

[HTML][HTML] An aerial framework for Multi-View grape bunch detection and route Optimization using ACO

M Ariza-Sentís, S Vélez, H Baja, RG Valenti… - … and Electronics in …, 2024 - Elsevier
Typically, commercial orchards and vineyards consist of large fields that encounter similar
development phases at once. Thus, it becomes necessary to efficiently fly over all fields to …

Effects of different ground segmentation methods on the accuracy of UAV-based canopy volume measurements

L Han, Z Wang, M He, X He - Frontiers in Plant Science, 2024 - frontiersin.org
The nonuniform distribution of fruit tree canopies in space poses a challenge for precision
management. In recent years, with the development of Structure from Motion (SFM) …

[HTML][HTML] Vineyard Zoning and Vine Detection Using Machine Learning in Unmanned Aerial Vehicle Imagery

M Gavrilović, D Jovanović, P Božović, P Benka… - Remote Sensing, 2024 - mdpi.com
Precision viticulture systems are essential for enhancing traditional intensive viticulture,
achieving high-quality results, and minimizing costs. This study explores the integration of …

A passion fruit counting method based on the lightweight YOLOv5s and improved DeepSORT

S Tu, Y Huang, Y Liang, H Liu, Y Cai, H Lei - Precision Agriculture, 2024 - Springer
Accurate yield estimation of passion fruits is essential for planning acreage and harvest
timing. However, due to the complexity of the natural environment and tracking instability …

A DETR-like detector-based semi-supervised object detection method for Brassica Chinensis growth monitoring

H Li, F Shi - Computers and Electronics in Agriculture, 2024 - Elsevier
Object detection technology plays a crucial role in crop growth monitoring within smart
agriculture. However, data labeling is a costly process necessary for constructing a large …