When you say "RGB image", do you mean like a JPEG or TIFF file? If so the "Raster to Other Format" tool (Conversion Tools->To Raster->Raster to Other Format) should provide the results you want. Or try the "Copy Raster" tool (Data Management Tools->Raster->Raster Dataset->Copy Raster) for more control over the output.