Choose a chemical paint stripper available in a variety of applications. Liquid and aerosol paint strippers are effective for removing up to two layers of paint, while a brushable paste-like formula can be applied in heavy coats to strip several layers of paint at a time.
Remove any cushions or coverings from the furniture. Clean the surface using a damp cloth to remove any loose dirt or residue.
Protect your hands with rubber gloves to avoid alkaline burns from the paint remover. Apply it to a manageable area using a brush, spray can or dry rag. Refer to the directions on the product label to allow the paint to soften for the instructed length of time.
Use a chemical-resistant blade to scrape the loosened paint from the furniture. Keep a hose or bucket of water nearby to frequently rinse the furniture of excess paint as you go.
Follow up the scraping with a medium grade of steel wool or scouring pad for a thorough removal. Wetting the furniture before scrubbing it will also help with hard-to-remove spots.