Led by BJP's Jammu (West) President, Subash Jandial, the activists burnt effigies while raising slogans against the District Commissioner and Superintendent of Police of Rajouri.
Members of Bharatiya Janata Yuva Morcha, BJP's youth wing, also took part in the protest.
A clash had broken out in Rajouri town on Friday which had left two persons injured.
The BJP leaders alleged that even five days after the incident, the state government had not taken action against the culprits but were framing false charges against innocent youth against whom warrants have been issued.