South Korea’s president accepted the resignation of his defense minister Thursday as opposition parties moved to impeach both men over the stunning yet short-lived imposition of martial law that brought armed troops into Seoul streets.

SEOUL—A day after declaring martial law, South Korea’s president is now facing the prospect of impeachment, creating more political instability for a close U.S. ally and prompting the resignation of the country’s defense minister.