Abstract: A system and method for implementing multi-level resolution conversion (MLRC) of a set of image pixels efficiently using linear interpolation. The system automatically generates equations for determining the values of output pixels in a real-time manner as a function of the input pixels and a desired resolution conversion. As the input pixel values are received, the MLRC system generates the pixel values in real-time at a rate required for the output resolution without requiring a large number of intermediate complex calculations to be stored in memory. The pixel values utilized in the equations are normalized and scaled to values within a predetermined normalization range in order to minimize the complexity of the calculations performed by the MLRC system.