Some of the best plants to grow in your garden aren't just those that bloom in spring and summer — there are also flowers that offer a welcome burst of color when winter turns the landscape dull.

“An annual is a plant that produces colorful blooms all season long and lasts for just one year,” explains Dan Stuppiello, divisional merchandise manager of Live Goods at Home Depot. “If you want to ...