A novel deep learning approach to field-road semantic segmentation

Abstract The automatic segmentation of field-road using artificial intelligence (AI) is imperative for intelligence agriculture, allowing for the distinction between operational patterns (e.g., turning and transporting) through the analysis of global navigation satellite system (GNSS) data. This AI-...

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Bibliographic Details
Main Authors: Bei Wang, Wenze Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-05066-1
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