Analysis of texture feature extracted by gray level co-occurrence matrix

To make the statistical measures derived from Gray Level Co-occurrence Matrix(GLCM) provide better information about the texture,sufficient experiments were done on the Brodatz pictures.Firstly,by testing the effect of each parameter on the key statistics,the changing rule of the statistics along with different parameters was obtained and proper parameters were advised.Then the stability of these statistics was analyzed when the image was rotated or its size was changed.The experimental and analytical results provide valuable reference for creating GLCM better and achieving image retrieval based on texture information.