Creating Seamless 3D Maps Using Radiance Fields

arXiv:2403.11364v1 Announce Type: new
Abstract: It is desirable to create 3D object models and 3D maps from 2D input images for applications such as navigation, virtual tourism, and urban planning. The traditional methods of creating 3D maps, (such as photogrammetry), require a large number of images and odometry. Additionally, traditional methods have difficulty with reflective surfaces and specular reflections; windows and chrome in the scene can be problematic. Google Road View is a familiar application, which uses traditional methods to …

3d maps 3d object abstract applications arxiv cs.cv fields images maps navigation object photogrammetry planning tourism type urban urban planning virtual