Drone-Aided Detection of Weeds: Transfer Learning for Embedded Image Processing

In this article, we address the problem of hogweed detection using a drone equipped with red, green, blue (RGB) and multispectral cameras. We study two approaches: 1) offline detection running on the orthophoto of the area scanned within the mission and 2) real-time scanning from the frame stream di...

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Bibliographic Details
Main Authors: Iaroslav Koshelev, Maxim Savinov, Alexander Menshchikov, Andrey Somov
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9963605/