yeah great advice about converting to grayscale. texture is about creating "architecture", or form, through areas of light and dark. this is the simplest breakdown of it, anyway.
what reveals surface texture of objects? answer: the light that is hitting them. (in pitch blackness, obviously, nothing would show). therefore the study of realism and the skill of texture rendering is, in essence, the study of light and how it hits objects.