The Direct Decorrelation Stretch (DDS) is a simple type of saturation stretch. The stretch is applied to a colour composite image and is used to improve the saturation, or colourfulness, of the image. The DDS operates by reducing the achromatic (grey) component of a pixel's colour by a scale factor (k), such that the red (r), green (g), and blue (b) components of the output colour are defined as:

rk = r - k min(r, g, b)

gk = g - k min(r, g, b)

bk = b - k min(r, g, b)

The achromatic factor (k) can range between 0 (no effect) and 1 (full saturation stretch), although typical values range from 0.3 to 0.7. A linear stretch is used afterwards to adjust overall image brightness. Liu and Moore (1996) recommend applying a colour balance stretch, such as balance_contrast_enhancement before using the DDS.

Reference

Liu, J.G., and Moore, J. (1996) Direct decorrelation stretch technique for RGB colour composition. International Journal of Remote Sensing, 17:5, 1005-1018.

See Also

create_colour_composite, balance_contrast_enhancement

Function Signature

def direct_decorrelation_stretch(self, image: Raster, achromatic_factor: float = 0.5, clip_percent: float = 1.0) -> Raster: ...

Project Links

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