Alessandro Fiorini

3D Gaussian Flats: Hybrid 2D/3D Photometric Scene Reconstruction

Recent advances in radiance fields and novel view synthesis enable creation of realistic digital twins from photographs. However, current methods struggle with flat, texture-less surfaces, creating uneven and semi-transparent reconstructions, due to an ill-conditioned photometric reconstruction obje…