The mishap occurred after midnight when the matador heading towards Mainpuri from Delhi hit a railing along the Yamuna Expressway killing one Dhirendra, they said.
The injured have been admitted to a nearby hospital where the condition of two were stated to be serious, police said, adding the body of the deceased has been sent for post mortem.