[HTML][HTML] Object detection and tracking in Precision Farming: a systematic review
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 …
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 …
(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 …
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 …
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 …
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
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 …
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) …
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 …
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 …
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 …
agriculture. However, data labeling is a costly process necessary for constructing a large …