Research on Color and Substance Concentration Identification Based on GUI Regression Analysis

It integrates traditional chemical analysis methods with digital image processing techniques. By systematically analyzing the correlation between the concentration of substance solutions and the color parameters of digital images, a multiple regression prediction model based on color feature values is established. To facilitate the intelligent transformation of analytical techniques, a Graphical User Interface (GUI) based on the MATLAB platform is developed. This GUI enables a one-stop analysis process encompassing "image feature input-automatic model calculation-instant concentration display".