Scalable Scene Modeling from Perspective Imaging: Physics-based Appearance and Geometry Inference

arXiv:2404.01248v1 Announce Type: new
Abstract: 3D scene modeling techniques serve as the bedrocks in the geospatial engineering and computer science, which drives many applications ranging from automated driving, terrain mapping, navigation, virtual, augmented, mixed, and extended reality (for gaming and movie industry etc.). This dissertation presents a fraction of contributions that advances 3D scene modeling to its state of the art, in the aspects of both appearance and geometry modeling. In contrast to the prevailing deep learning methods, as a …

abstract applications arxiv automated computer computer science cs.cv driving engineering etc extended reality gaming geometry geospatial imaging industry inference mapping mixed modeling movie movıe navigation perspective physics reality scalable science serve type virtual