Výsledky vyhledávání - "Parth C. Upadhyay"

Classification of Crop Residue Cover in High-Resolution RGB Images Using Machine Learning

Autor: Parth C. Upadhyay, John A. Lory, Guilherme N. DeSouza, Timotius A. P. Lagaunne, Christine M. Spinka

Publikováno v: Journal of the ASABE. 65:75-86

HighlightsA machine learning framework estimated residue cover in RGB images taken at three resolutions from 88 locations.The best results primarily used texture features, the RFE-SVM feature selection method, and the SVM classifier.Accounting for sh

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a135240650597fdc0b2ad57bbd1aa7d0
https://doi.org/10.13031/ja.14572

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Estimation of Crop Residue Cover in High-Resolution RGB Images Using Features From a Pre-Trained Convolution Neural Network

Autor: T A. P. Lagaunne, Parth C Upadhyay, John A Lory, Guilherme N DeSouza, David A Reece

Publikováno v: Soil Erosion Research Under a Changing Climate, January 8-13, 2023, Aguadilla, Puerto Rico, USA.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::212bebdca8fb6756ad51ee74aed8c3cf
https://doi.org/10.13031/soil.2023092

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Classifying Cover Crop Residue from RGB Images: A Simple SVM versus a SVM Ensemble

Autor: Parth C. Upadhyay, Lokesh Karanam, John A. Lory, Guilherme N. DeSouza

Publikováno v: 2021 IEEE Symposium Series on Computational Intelligence (SSCI).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::62270cf325b47d1531c705cc0c85a548
https://doi.org/10.1109/ssci50451.2021.9660147

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