Comparative Assessment of Pixel and Object-Based Approaches for Mapping of Olive Tree Crowns Based on UAV Multispectral Imagery

Comparative Assessment of Pixel and Object-Based Approaches for Mapping of Olive Tree Crowns Based on UAV Multispectral Imagery

Pixel-based (PB) and geographic-object-based (GEOBIA) classification approaches allow the extraction of different objects from multispectral images (MS). The primary goal of this research was the analysis of UAV imagery applicability and accuracy assessment of MLC and SVM classification algorithms w...

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Bibliographic Details
Main Authors: Ante Šiljeg, Lovre Panđa, Fran Domazetović, Ivan Marić, Mateo Gašparović, Mirko Borisov, Rina Milošević
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Remote Sensing
Subjects:
geographic object-based image analysis (GEOBIA)
pixel-based approach
very-high-resolution imagery
segmentation
Sali
support vector machine
Online Access:https://www.mdpi.com/2072-4292/14/3/757

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