Common Error Analysis in Convolution Calculation

Abstract

Due to the specificity of symbols and definitions in the convolutional mathematical definition, some errors are easy to occur in the convolution calculation process. From the mathematical calculation point of view, the error of the scale transformation in convolution calculation is analyzed, and the error is analyzed. The origin, the derivation gives the correct calculation method and the correct result, and is extended to some common scale transformation calculations.