In this article we show how to extend the multi-view stereo technique when the object to be reconstructed is inside a transparent - but refractive - material, which causes distortions in the images. We provide a theoretical formulation of the problem accounting for a general, non-planar shape of the refractive interface, then a discrete solving method, which are validated by tests on synthetic and real data.