The officials said the quake was of "moderate" intensity which lasted for a few seconds around 7am and all major towns in the region felt the tremor.
The tremor was also felt in Itanagar, Guwahati, Agartala besides Kohima and Imphal, they said.
There was no casualty in the tremor which caused minor cracks in some buildings in the state capital.