Urban building detection using object-based image analysis (OBIA) and machine learning (ML) algorithms

Urban building detection using object-based image analysis (OBIA) and machine learning (ML) algorithms

The information on building features especially in the urban area is very important to support urban management and development. Nevertheless, the automated and transferable detection of building features is still challenging because of variations of the spatial and spectral characteristics to suppo...

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Bibliographic Details
Main Authors: Anshah S.A (Author), Mohamad Z. (Author), Mohamad, Z. (Author), Mohd, F.A (Author), Narashid R.H (Author), Norman, M. (Author), Rahim A. (Author), Rahim, A. (Author), Shafri, H.Z.M (Author), Shahar, H.M (Author), Talib N. (Author)
Format: Article
Language:English
Published: IOP Publishing Ltd 2021
Subjects:
Building extraction
Buildings
Classification accuracy
Classification technique
Decision trees
Feature extraction
High resolution image
Image enhancement
Land use
Learning algorithms
Learning systems
Object based image analysis (OBIA)
Object detection
Remote sensing
Remote sensing images
Remote sensing techniques
Spectral characteristics
Support vector machines
Surveys
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