Integration of Object-Based Image Analysis and Convolutional Neural Network for the Classification of High-Resolution Satellite Image: A Comparative Assessment

Integration of Object-Based Image Analysis and Convolutional Neural Network for the Classification of High-Resolution Satellite Image: A Comparative Assessment

During the past decade, deep learning-based classification methods (e.g., convolutional neural networks—CNN) have demonstrated great success in a variety of vision tasks, including satellite image classification. Deep learning methods, on the other hand, do not preserve the precise edges of the targ...

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Bibliographic Details
Main Authors: Omer Saud Azeez, Helmi Z. M. Shafri, Aidi Hizami Alias, Nuzul A. B. Haron
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Applied Sciences
Subjects:
deep learning
convolutional neural networks
Object-Based Image Analysis
remote sensing
integration frameworks
Online Access:https://www.mdpi.com/2076-3417/12/21/10890

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