Supervised Image Classification by Scattering Transform with Application to Weed Detection in Culture Crops of High Density

In this article, we assess the interest of the recently introduced multiscale scattering transform for texture classification applied for the first time in plant science. Scattering transform is shown to outperform monoscale approaches (gray-level co-occurrence matrix, local binary patterns) but als...

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Bibliographic Details
Main Authors: Pejman Rasti, Ali Ahmad, Salma Samiei, Etienne Belin, David Rousseau
Format: Article
Language:English
Published: MDPI AG 2019-01-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/11/3/249