Tree species classification on images from airborne mobile mapping using ML.NET
Author:
Affiliation:
1. Institute of Geodesy and Civil Engineering, Faculty of Geoengineering, University of Warmia and Mazury, Olsztyn, Poland
Funder
findings of this study are available from the corresponding author
Publisher
Informa UK Limited
Subject
Applied Mathematics,Atmospheric Science,Computers in Earth Sciences,General Environmental Science
Link
https://www.tandfonline.com/doi/pdf/10.1080/22797254.2023.2271651
Reference91 articles.
1. Machine Learning at Microsoft with ML.NET
2. Breast Cancer Diagnosis in Histopathological Images Using ResNet-50 Convolutional Neural Network
3. Forest plantation species classification using Full-Pol-Time-Averaged SAR scattering powers
4. A novel data augmentation based on Gabor filter and convolutional deep learning for improving the classification of COVID-19 chest X-Ray images
5. Airborne-laser-scanning-derived auxiliary information discriminating between broadleaf and conifer trees improves the accuracy of models for predicting timber volume in mixed and heterogeneously structured forests
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