Farmland boundary extraction based on the AttMobile-DeeplabV3+ network and least squares fitting of straight lines

The rapid extraction of farmland boundaries is key to implementing autonomous operation of agricultural machinery. This study addresses the issue of incomplete farmland boundary segmentation in existing methods, proposing a method for obtaining farmland boundaries based on unmanned aerial vehicle (U...

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Bibliographic Details
Main Authors: Hao Lu, Hao Wang, Zhifeng Ma, Yaxin Ren, Weiqiang Fu, Yongchao Shan, Shupeng Hu, Guangqiang Zhang, Zhijun Meng
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-08-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1228590/full