Muhammad Anas Ahmed Shaikh

Layout, Geometry or Generator? Dissecting Two-Stage Satellite-to-Street View Synthesis with Frozen Foundation Features

Satellite-to-street view synthesis asks a model to imagine a ground-level panorama from a single overhead tile. We dissect a two-stage pipeline on CVUSA, in which a semantic layout predicted from the tile guides a conditional generator, and measure which design choices actually m...