SynSin: End-to-End View Synthesis From a Single Image

Figure 1 : End-to-end view synthesis. Given a single RGB image (red), SynSin generates images of the scene at new viewpoints (blue). SynSin predicts a 3D point cloud, which is projected onto new views using our differentiable renderer; the rendered point cloud is passed to a GAN to synthesise the output image. SynSin is trained end-to-end, without 3D supervision.