基于GUI回归分析的颜色与物质浓度辨识研究

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

    • 摘要: 将传统化学分析方法与数字图像处理技术结合起来, 通过系统分析物质溶液浓度与数码图像色彩参数的相关性, 建立了基于颜色特征值的多元回归预测模型。为推进分析技术的智能化转型, 开发了基于MATLAB平台的图形用户界面(GUI), 实现了"图像特征输入-模型自动计算-浓度即时显示"的一站式分析流程。

       

      Abstract: 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".

       

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