82 citations · 373 across the 16 of their papers we have counts for
4 papers · 1 filter
Reconstructing Compact Building Models from Point Clouds Using Deep Implicit Fields
Zhaiyu Chen, Hugo Ledoux, Seyran Khademi +1
While three-dimensional (3D) building models play an increasingly pivotal role in many real-world applications, obtaining a compact representation of buildings remains an open prob…
GlobalMatch: Registration of Forest Terrestrial Point Clouds by Global Matching of Relative Stem Positions
Xufei Wang, Zexin Yang, Xiaojun Cheng +4
Registering point clouds of forest environments is an essential prerequisite for LiDAR applications in precision forestry. State-of-the-art methods for forest point cloud registrat…
3D Instance Segmentation of MVS Buildings
Jiazhou Chen, Yanghui Xu, Shufang Lu +2
We present a novel 3D instance segmentation framework for Multi-View Stereo (MVS) buildings in urban scenes. Unlike existing works focusing on semantic segmentation of urban scenes…
SUM: A Benchmark Dataset of Semantic Urban Meshes
Weixiao Gao, Liangliang Nan, Bas Boom +1
Recent developments in data acquisition technology allow us to collect 3D texture meshes quickly. Those can help us understand and analyse the urban environment, and as a consequen…