DFO Dharma Deo Rai said the leopard entered the house of Biswanath Ghosh at Hakim Para in ward 15 and attacked his wife Mina Ghosh and a neighbour Litan at about 10.40 am.
The injured were rushed to a local hospital.
Later, forest officials tranquilised the leopard and took it to a rehabilitation centre.