Individual Tree-Crown Detection and Species Classification in Very High-Resolution Remote Sensing Imagery Using a Deep Learning Ensemble Model

Individual Tree-Crown Detection and Species Classification in Very High-Resolution Remote Sensing Imagery Using a Deep Learning Ensemble Model

Traditional methods for individual tree-crown (ITC) detection (image classification, segmentation, template matching, etc.) applied to very high-resolution remote sensing imagery have been shown to struggle in disparate landscape types or image resolutions due to scale problems and information compl...

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Bibliographic Details
Main Authors: Alin-Ionuț Pleșoianu, Mihai-Sorin Stupariu, Ionuț Șandric, Ileana Pătru-Stupariu, Lucian Drăguț
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Remote Sensing
Subjects:
tree-crown detection
deep learning
ensemble model
object detection
single shot detector
Online Access:https://www.mdpi.com/2072-4292/12/15/2426

Internet

https://www.mdpi.com/2072-4292/12/15/2426

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