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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Janik Steier, Mona Goebel, Dorota Iwaszczuk
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2024-07-01
Cyfres:Remote Sensing
Pynciau:
Mynediad Ar-lein:https://www.mdpi.com/2072-4292/16/15/2786
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!