Generative View Synthesis: From Single-view Semantics to Novel-view Images

GVS also inherits the challenges of both: generating RGB values from a bare semantic map is an ill-posed problem that is further complicated by the need for the different output views to be photometrically and geometrically consistent. One could tackle this problem with the sequential application of existing techniques.