This document presents a new image compression technique based on polynomial interpolation. It describes converting image pixels into polynomial factors through interpolation. The technique proposes sorting subimages to improve compression ratios and peak-to-noise ratios compared to other methods. Preliminary results show the polynomial interpolation approach provides promising enhancements for image compression by reducing file sizes while maintaining good quality in reconstructed images.