Evaluation of residual plastic film pollution in pre-sowing cotton field using UAV imaging and semantic segmentation

To accurately evaluate residual plastic film pollution in pre-sowing cotton fields, a method based on modified U-Net model was proposed in this research. Images of pre-sowing cotton fields were collected using UAV imaging from different heights under different weather conditions. Residual films were...

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Bibliographic Details
Main Authors: Zhiqiang Zhai, Xuegeng Chen, Ruoyu Zhang, Fasong Qiu, Qingjian Meng, Jiankang Yang, Haiyuan Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.991191/full