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ChangeDetectionPCAKmeans

MATLAB implementation for Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and k-Means Clustering.

Install / Use

/learn @rulixiang/ChangeDetectionPCAKmeans
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

ChangeDetectionPCAKmeans

MATLAB implementation for paper Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and k-Means Clustering.

Burn area

Input images of Burn area

Burn area

Change Detection results

burn area resullts

Conifer area

Input images of Conifer area

Conifer area

Change Detection results

Conifer area resullts

Forest area

Input images of Forest area

Forest area

Change Detection results

Forest area resullts

Lake area

Input images of Lake area

Lake area

Change Detection results

Lake area resullts

View on GitHub
GitHub Stars80
CategoryDevelopment
Updated2mo ago
Forks22

Languages

MATLAB

Security Score

100/100

Audited on Jan 14, 2026

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