In this article we prove a characterization theorem for positive absolutely minimum attaining operators of first type. Using this we derive a representation theorem for general absolutely minimum attaining operators of first type, which is similar to that of the singular value decomposition for compact operators. We also study their spectrum and discuss about several properties of such operators. © 2015 Elsevier Inc.