Advanced Mineral Deposit Mapping via Deep Learning and SVM Integration With Remote Sensing Imaging Data

Advanced Mineral Deposit Mapping via Deep Learning and SVM Integration With Remote Sensing Imaging Data

ABSTRACT Automating mineral delineation and rock type analysis using remote sensing imaging data is a critical application of machine learning. Traditional machine learning methods often struggle with accuracy and precise map generation. This study aims to enhance performance through a refined deep...

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Bibliographic Details
Main Authors: Nazir Jan, Nasru Minallah, Madiha Sher, Muhammad Wasim, Shahid Khan, Amal Al‐Rasheed, Hazrat Ali
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:Engineering Reports
Subjects:
carbonated minerals
deep learning
image processing
remote sensing
Sentinel2
support vector machine
Online Access:https://doi.org/10.1002/eng2.13031
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