LibGrid

Pansharpening / Linear Regression

Brovey Example | | ColorMatching

Pansharpening a la Linear Regression:

$Pan = \alpha R + \beta G + \gamma B + \theta NIR + c$
  • Determine $\alpha, \beta, \gamma, \theta$ und $c$ by multiple linear regression
  • Then $V' = Pan \cdot \frac{V}{\alpha R + \beta G + \gamma B + \theta NIR + c}$
  • Brovey is special case for $\alpha=\beta=\gamma=\frac13$, $\theta=c=0$.



RGB combined with linear regression, 15m



Brovey Example | | ColorMatching

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