When you scan, make sure you use the right color mode in your scanner software. The terminology is not very well-defined, but usually, the following choices are offered:
Make sure you select the appropriate mode when you scan images. Scanning a black and white photograph in color photograph mode will result in three times the memory and disk space consumption compared to black and white photo mode.