CROP AND WEED SEGMENTATION ON GROUND-BASED IMAGES USING DEEP CONVOLUTIONAL NEURAL NETWORK

<p>Weed management is of crucial importance in precision agriculture to improve productivity and reduce herbicide pollution. In this regard, showing promising results, deep learning algorithms have increasingly gained attention for crop and weed segmentation in agricultural fields. In this pap...

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Bibliographic Details
Main Authors: H. Fathipoor, R. Shah-Hosseini, H. Arefi
Format: Article
Language:English
Published: Copernicus Publications 2023-01-01
Series:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/X-4-W1-2022/195/2023/isprs-annals-X-4-W1-2022-195-2023.pdf