[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 …

New trends in detection of harmful insects and pests in modern agriculture using artificial neural networks. a review

D Popescu, A Dinca, L Ichim… - Frontiers in Plant Science, 2023 - frontiersin.org
Modern and precision agriculture is constantly evolving, and the use of technology has
become a critical factor in improving crop yields and protecting plants from harmful insects …

A high performance-oriented AI-enabled IoT-based pest detection system using sound analytics in large agricultural field

MA Ali, RK Dhanaraj, A Nayyar - Microprocessors and Microsystems, 2023 - Elsevier
The agricultural industry has enormous potential to meet the world's growing need for
nutritious and healthful food. However, pests destroy a significant portion of the harvest and …

AgriPest-YOLO: A rapid light-trap agricultural pest detection method based on deep learning

W Zhang, H Huang, Y Sun, X Wu - Frontiers in Plant Science, 2022 - frontiersin.org
Light traps have been widely used for automatic monitoring of pests in the field as an
alternative to time-consuming and labor-intensive manual investigations. However, the scale …

A step towards worldwide biodiversity assessment: The BIOSCAN-1M insect dataset

Z Gharaee, ZM Gong, N Pellegrino… - Advances in …, 2023 - proceedings.neurips.cc
In an effort to catalog insect biodiversity, we propose a new large dataset of hand-labelled
insect images, the BIOSCAN-1M Insect Dataset. Each record is taxonomically classified by …

AI-enabled IoT-based pest prevention and controlling system using sound analytics in large agricultural field

MA Ali, RK Dhanaraj, S Kadry - Computers and Electronics in Agriculture, 2024 - Elsevier
Modern agriculture is more scientific, analytical, and technological. IoT technology has
smartened agriculture. This upheaval changed farming and created many opportunities …

YOLO-EP: a detection algorithm to detect eggs of Pomacea canaliculata in rice fields

Y Huang, J He, G Liu, D Li, R Hu, X Hu, D Bian - Ecological Informatics, 2023 - Elsevier
The widespread of Pomacea canaliculata, a new “killer” in rice fields, may threaten the
productivity and quality of rice. Therefore, kee** an eye on it is crucial for food security …