The definition of success—To laugh much; to win respect of intelligent persons and the
affections of children; to earn the approbation of honest critics and endure the betrayal of …

Image classification has become an important area of research in remote sensing. In this
paper, the algorithms Artificial Neural Network (ANN) and Extreme Gradient Boosting …

This publication presents a computer method allowing river channels to be segmented
based on SAR polarimetric images. Solutions have been proposed which are based on a …

This article presents the application of a hybrid classification technique of entropy
decomposition and support vector machine (EDSVM) for crop-type categorization. It takes …

The behavior of a single organism in a swarm is often insignificant, but their collective and
social behavior is of paramount importance. The particle swarm optimization (PSO) was …

Synthetic Aperture Radar (SAR) polarimetric datasets are widely used in the detection and
classification of urban areas. Most methods used today are based on the decomposition of …

In this paper, a robust radial basis function (RBF) network based classifier is proposed for
polarimetric synthetic aperture radar (SAR) images. The proposed feature extraction process …

This paper proposes a new unsupervised classification approach for automatic analysis of
polarimetric synthetic aperture radar (SAR) image. Classification of the information in multi …

Terrain classification over polarimetric synthetic aperture radar (SAR) images has been an
active research field where several features and classifiers have been proposed up to date …

In this paper, we propose a new fuzzy rule-based system for application in image
classification problem. Each rule in our proposed system can represent more than one class …