Particle Swarm Optimization for Object-Based Feature Selection of VHSR Satellite Images.

Amin Alizadeh Naeini,Masoud Babadi,Sayyed Mohammad Javad Mirzadeh, Saied Amini

IEEE Geoscience and Remote Sensing Letters（2018）

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摘要

With the advent of very high spatial resolution (VHSR) satellite imagery, object-based classification (OBC) has attracted a great deal of attention in the remote sensing community. However, due to the numerous spectral, textural, and structural features which can be extracted for each object, feature selection is needed to address the curse-of-dimensionality issue. In this letter, a new wrapper ob...

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关键词

Feature extraction,Image segmentation,Spatial resolution,Satellites,Remote sensing,Particle swarm optimization

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