A method has been developed which automatically extracts river and river bank locations from arbitrarily sourced high resolution (~lm) visual spectrum imagery without recourse to multi-spectral or even color information. This method relies on quantifying the difference in image texture between the relatively smooth surface of the river water and the rougher surface of the vegetated land or built environment bordering it and then segmenting the image into high and ...