We introduce push-forwards (trace maps) along projective morphisms in the Witt theory of (smooth) varieties over a field of characteristic different from 2, and prove their properties. Our construction of such trace maps is based on the use of twisted Thom isomorphisms and the deformations to the normal bundle.