Supporters of the bill say it will help keep jobs in the state. Many of those jobs have been lost to foreign countries where the labor costs are cheaper.
Supporters say the tax break is designed to make the Mississippi work force more attractive to the furniture manufacturers, many of which are located in Northeast Mississippi.
Barbour signed the bill Thursday.
The bill is House Bill 1674.