In this paper some objective image fusion performance measures are described. The measures which can be used if ground truth or the ideal fused image is known are described as well as the measures which can be used if the ideal fused image cannot be obtained manually or via a reliable procedure. The objective image fusion performance measures are compared by analyzing the results of five different image fusion methods. .