Norwood is a village in East Feliciana Parish, Louisiana, United States. The population was 322 at the 2010 census. It is part of the Baton Rouge metropolitan statistical area. Norwood is located in northwestern East Feliciana Parish. Louisiana Highway 19 passes through the village, leading south 39 miles to Baton Rouge and north 2 miles to the Mississippi b…Norwood is a village in East Feliciana Parish, Louisiana, United States. The population was 322 at the 2010 census. It is part of the Baton Rouge metropolitan statistical area. Norwood is located in northwestern East Feliciana Parish. Louisiana Highway 19 passes through the village, leading south 39 miles to Baton Rouge and north 2 miles to the Mississippi border. Centreville, Mississippi, and Clinton, the East Feliciana Parish seat, is 10 miles to the southeast.