Can the king capture a rook while the rook is checking the king?

If a king is placed in check by a rook and the rook is unprotected, they yes, the king can capture it. Another way to view the situation is that if a rook is used to put a king in check and the king will not end up in check by capturing that rook, then the king may take the rook.