Is Your Training Data Really Ground Truth? A Quality Assessment of Manual Annotation for Individual Tree Crown Delineation

For the accurate and automatic mapping of forest stands based on very-high-resolution satellite imagery and digital orthophotos, precise object detection at the individual tree level is necessary. Currently, supervised deep learning models are primarily applied for this task. To train a reliable mod...

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Bibliographic Details
Main Authors: Janik Steier, Mona Goebel, Dorota Iwaszczuk
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/16/15/2786