Deriving Agricultural Field Boundaries for Crop Management from Satellite Images Using Semantic Feature Pyramid Network

Deriving Agricultural Field Boundaries for Crop Management from Satellite Images Using Semantic Feature Pyramid Network

We propose a Semantic Feature Pyramid Network (FPN)-based algorithm to derive agricultural field boundaries and internal non-planting regions from satellite imagery. It is aimed at providing guidance not only for land use management, but more importantly for harvest or crop protection machinery plan...

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Bibliographic Details
Main Authors: Yang Xu, Xinyu Xue, Zhu Sun, Wei Gu, Longfei Cui, Yongkui Jin, Yubin Lan
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Remote Sensing
Subjects:
field boundary delineation
internal non-planting region detection
satellite imagery
land use guidance
agricultural machinery planning
crop acreage
Online Access:https://www.mdpi.com/2072-4292/15/11/2937

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