Gray level co-occurrence matrix (GLCM) texture based crop classification using low altitude remote sensing platforms

Gray level co-occurrence matrix (GLCM) texture based crop classification using low altitude remote sensing platforms

Crop classification in early phenological stages has been a difficult task due to spectrum similarity of different crops. For this purpose, low altitude platforms such as drones have great potential to provide high resolution optical imagery where Machine Learning (ML) applied to classify different...

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Bibliographic Details
Main Authors: Naveed Iqbal, Rafia Mumtaz, Uferah Shafi, Syed Mohammad Hassan Zaidi
Format: Article
Language:English
Published: PeerJ Inc. 2021-05-01
Series:PeerJ Computer Science
Subjects:
Machine learning
Remote sensing
Texture analysis
Classification
Unmanned aerial vehicles
Feature extraction
Online Access:https://peerj.com/articles/cs-536.pdf

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https://peerj.com/articles/cs-536.pdf

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