No, a lessor cannot remove the lessee and his belongings from the leased property without recourse to the Court of Law.
A lease is very favourable to the lessee as it creates tenancy rights in the favour of the Lessee.  It is always advisable for the LESSOR to adhere to the guidelines provided in the respective State Rent Control Act, of the state where the rented property is situated.
A Lessor should always refrain from forcefully removing the Lessee or his belongings from the rented property or disconnecting the basic service supply.
He can follow the legal procedure of filing an eviction notice in the court of competent jurisdiction and if needed he can file an eviction suit to get the Lessee evicted from the rented property