AxVSPRoomSeg3D is a three-dimensional room segmentation method. If you like our work and feel it helpful. Please cite our work:
Yang F, Che M, Zuo X, Li L, Zhang J, Zhang C. Volumetric Representation and Sphere Packing of Indoor Space for Three-Dimensional Room Segmentation. ISPRS International Journal of Geo-Information. 2021; 10(11):739. https://doi.org/10.3390/ijgi10110739
Yang, F.; Li, Y.; Che, M.; Wang, S.; Wang, Y.; Zhang, J.; Cao, X.; Zhang, C. The Polygonal 3D Layout Reconstruction of an Indoor Environment via Voxel-Based Room Segmentation and Space Partition. ISPRS Int. J. Geo-Inf. 2022, 11, 530. https://doi.org/10.3390/ijgi11100530
Visual Studio 2015 Update3
OpenVDB 6.0.0, PCL 1.8.1, Boost 1.74
The program AxVSPRoomSeg3DPose.exe is for TLS scans. Each frame of the scanned point cloud is associated with a viewpoint. The program AxVSPRoomSeg3DTraj.exe is for IMLS point cloud. The dataset consist of point cloud, corresponding trajectory information and timestamps. The datasets were pre-processed by align the coordinate points and trajectory with timestamps.
First, set parameters in config file "configPos.ini", then run the program AxVSPRoomSeg3DPose.exe, the scans should formated as "scan1.pcd, scan2.pcd，..., scan250.pcd" （for example D:\AxVSPRoomSeg3D\data\A1apartment1\scan1.pcd）
or
set parameters in config file "configTraj.ini", then run the program AxVSPRoomSeg3DTraj.exe, the point cloud should named "scan1.txt"
the mesh format is "*.obj".
The authors give special acknowledgement to Zhu, D. [1] for the implementation of VDB-EDT algorithm. Their open source project is available on https://github.com/zhudelong/VDB-EDT.git.
- Zhu, D.; Wang, C.; Wang, W.; Garg, R.; Scherer, S.; Meng, M.Q.-H. VDB-EDT: An Efficient Euclidean Distance Transform Algorithm Based on VDB Data Structure. 2021.