The incident occurred yesterday near Chaksu when Bhagwan Sahai (65) and his son Raju, aged around 30 years, were returning home.
A truck hit the duo at Gautam Nagar killing them on the spot, the police said.
The victims had gone to a temple in Chaksu on Saturday and were returning when the mishap occurred.