The buses were on their way to Kut, a mainly Shi'ite Muslim area 150 kilometers southeast of Baghdad, said the reports.
Iraq has been plagued with a series of bombings in the past months. Truck bombs that hit central Baghdad last Wednesday killed more than 100 people.