Yup, them're Unicos with the waistband rolled under. Got a couple of pairs and love 'em. Be sure to get a size larger than normal 'cause Unico's tend to run small....
I can't actually see the bottom of the leg in the pic, so suspect they might atually be the Unico Long-johns - see here for more views and a purchasing opportunity: