Yes, it is possible to recognize leaves without seeing them. It can be recognized by smelling or touching. Another technique of identifying the type of leaf is by looking at the type of root of the plant. If the plant has fibrous roots, then its leaves have parallel venation, and if the plant has tap roots, then its leaves have reticulate venation.