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Integrating Crowd-sourced Annotations of Tree Crowns using Markov Random Field and Multispectral Information

Benefiting from advancements in algorithms and computing capabilities, supervised deep learning models offer significant advantages in accurately mapping individual tree canopy cover, which is a fundamental component of forestry management. In contrast to traditional field measurement methods, deep...

Ausführliche Beschreibung

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Bibliografische Detailangaben
Hauptverfasser: Q. Mei, J. Steier, D. Iwaszczuk
Format: Artigo
Sprache:Inglês
Veröffentlicht: Copernicus Publications 2024-06-01
Schriftenreihe:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online-Zugang:https://isprs-archives.copernicus.org/articles/XLVIII-2-2024/257/2024/isprs-archives-XLVIII-2-2024-257-2024.pdf
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