Exploratory Analysis on Pixelwise Image Segmentation Metrics with an Application in Proximal Sensing

Exploratory Analysis on Pixelwise Image Segmentation Metrics with an Application in Proximal Sensing

A considerable number of metrics can be used to evaluate the performance of machine learning algorithms. While much work is dedicated to the study and improvement of data quality and models’ performance, much less research is focused on the study of these evaluation metrics, their intrinsic relation...

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Bibliographic Details
Main Authors: Paul Melki, Lionel Bombrun, Estelle Millet, Boubacar Diallo, Hakim ElChaoui ElGhor, Jean-Pierre Da Costa
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Remote Sensing
Subjects:
evaluation metrics
classification
image segmentation
proximal sensing
precision agriculture
Online Access:https://www.mdpi.com/2072-4292/14/4/996

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https://www.mdpi.com/2072-4292/14/4/996

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