The blast took place around 5 pm between Yerkad and Dhanora Road while a police party was returning after combing operations, they said.
The two injured policemen, identified as Chetan Salve and Mitesh Bhandekar, were admitted in the city hospital for treatment.
The other two injured policemen are yet to be identified, police said.