In this article we interpolate the well known Young and Heinz inequalities for unitarily invariant norms, and some of their known refinements. Then we prove new interpolated refinements. In the end, we use this interpolation idea to prove a hidden monotonicity behavior these inequalities obey. (C) 2015 Elsevier Inc. All rights reserved.