Texture operator for snow particle classification into snowflake and graupel

► In this study we design an automatic system for snow particle image classification. ► We apply image processing techniques for snow particle image description. ► We introduce novel approaches for texture operators creation. ► We compare the classification efficiency with novel and well‐known texture operators. ► We find that applying PCA improves the classification results.