... About lab . ... Online Journal "Computer graphics and multimedia" (in russian) . ... Cutting-Plane Training of Non-associative Markov Network for 3D Point Cloud Segmentation . ... We address the problem of object class segmentation of 3D point clouds. ... In contrast to prior work we use the kernel trick which makes our method one of the first non-linear methods for max-margin Markov Random Field training applied to 3D point cloud segmentation. ...