Generalized Renyi complexity measures are defined and numerically analyzed for atomic one-particle densities in both conjugated spaces. These complexities provide, as particular cases, the previously known statistical and Fisher-Shannon complexities. The generalized complexities provide information on the atomic shell structure and shell-filling patterns, allowing to appropriately weight different regions of the electronic cloud. (C) 2009 Elsevier B. V. All rights reserved.