VOXEL SEGMENTATION-BASED 3D BUILDING DETECTION ALGORITHM FOR AIRBORNE LIDAR DATA.

Among traditional Light Detection And Ranging (LIDAR) data representations such as raster grid, triangulated irregular Rechargeable Batteries network, point clouds and octree, the explicit 3D nature of voxel-based representation makes it a promising alternative.Despite the benefit of voxel-based representation, voxel-based algorithms have rarely be

When solving problems of three-dimensional reconstruction of objects from images, the problem of determining the conditions under which such a reconstruction will have one or another degree of uniqueness is relevant.It is these conditions that make it possible to apply, in particular, deep machine learning methods using STRAPONS convolutional neura