Bae Yong Joon and Park Soo Jin

South Korean actor Bae Yong-joon, the star of the hugely popular TV drama "Winter Sonata," will marry Park Joo-jin, a singer-turned-actress, later this year, their management agency said Thursday.

"The two had known each other before and began a serious relationship in February," Keyeast said in a release posted on its website. "The two received approval from their parents and plan to tie the knot this fall."

The agency said the specific schedule for the wedding hasn't been confirmed yet.