Transfer Learning-Based Accurate Detection of Shrub Crown Boundaries Using UAS Imagery

The accurate delineation of shrub crown boundaries is critical for ecological monitoring, land management, and understanding vegetation dynamics in fragile ecosystems such as semi-arid shrublands. While traditional image processing techniques often struggle with overlapping canopies, deep learning m...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Jiawei Li, Huihui Zhang, David Barnard
Format:	Article
Language:	English
Published:	MDPI AG 2025-07-01
Subjects:	deep learning shrub segmentation UAS attention U-Net Mask R-CNN
Online Access:	https://www.mdpi.com/2072-4292/17/13/2275