The invention discloses an
image processing method for establishing a
mathematical model based on down sampling and interpolation, relates to an
image processing method, and solves the prior problem that the image maintains a small amount of information after the down sampling. The invention adopts the steps that firstly, an image FO to be down-sampled is input; next, an interpolation
mathematical model, namely, FH is equal to CI (U<H>F<L>U<V>) is established, and then an interpolation method is selected, a predictive model is determined, the arithmetic operator CI of the interpolation method is determined, and simultaneously UH and UV are determined according to the size of the image FO; and then a down sampling
mathematical model, namely, FL is equal to DH (CF) DV is established; a predictive model with uniform image element of the interpolation and the down sampling is established, CF is obtained through the identity of the arithmetic operator the CI of the interpolation and the arithmetic operator the CF of the down sampling, and simultaneously the DH and the DV are obtained; finally, the down sampling
processing to the image FO is performed through the obtained the FL being equal to the DH (CF) DV; the down sampling is obtained. The invention can be applied to the low
code rate compression of images and videos, therefore reducing the amount of calculation of compression
algorithm, quickening the
processing speed and reducing the time
delay, and also obviously improving the quality of restored images.