Inequalities involving the Khatri-Rao product of matrices

We shall show several complementary inequalities to Jensen's type inequality involving the Khatri-Rao product of maps on positive definite matrices.They are applied to extend some known inequalities involving powers of the Khatri-Rao product.Finally, we have generalized some known results for the Hadamard product of operators.