Kaempferia pulchra and yes, the plant goes dormant, then the flowers emerge straight from the ground first, the (beautiful) foliage comes later. It gives rise to its other common name: 'Resurrection Lily'
In the same family as the Butterfly Ginger that Ken mentions but otherwise very different.