Abstract: Based on MATLAB,a coal particle image recognition system was designed and developed,through which feature parameters of coal particle images were extracted as the neural network’s input,then forecasted the coal particle density and drew the curve of coal particle density and cumulative yield,which had an Significant influence for digital coal preparation.