1. A processor based method, comprising: receiving a digital image; statistically selecting a subset portion of the digital image; compressing the selected subset to estimate a scale factor and to create a Bit Rate Control (BRC) curve; and using the estimated scale factor to compress the entire digital image once such that the compressed digital image is compressed to a preset compressed size, and the BRC curve is employed during the single compression to prevent overshooting of the preset compressed size.