The bodies were sent for post-mortem at the Sri Krishna Medical College and Hospital (SKMCH) where one of the victims was identified as Rajendra Gupta.
The incident took place as the drivers failed to sight the other vehicle in front due to poor visibility caused by dense fog, police said.