CIA-UNet: An Attention-Enhanced Multi-Scale U-Net for Single Tree Crown Segmentation

CIA-UNet: An Attention-Enhanced Multi-Scale U-Net for Single Tree Crown Segmentation

Accurate segmentation of single tree crowns enables precise measurement of tree height, DBH, and stock volume, facilitating effective assessment of forest growth and productivity. However, single tree crown segmentation currently faces several challenges, including insufficient segmentation accuracy...

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Bibliographic Details
Main Authors: Jiapeng Duan, Chuanzhao Tian, Wansi Liu, Lixiang Cao, Teng Feng, Xiaomin Tian
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Feature measurement
pixel classification
single tree crown segmentation
theory and models
U-Net
Online Access:https://ieeexplore.ieee.org/document/11087559/
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