English

Approach for modeling single branches of meadow orchard trees with 3D point clouds

Computer Vision and Pattern Recognition 2021-07-09 v1 Robotics

Abstract

The cultivation of orchard meadows provides an ecological benefit for biodiversity, which is significantly higher than in intensively cultivated orchards. The goal of this research is to create a tree model to automatically determine possible pruning points for stand-alone trees within meadows. The algorithm which is presented here is capable of building a skeleton model based on a pre-segmented photogrammetric 3D point cloud. Good results were achieved in assigning the points to their leading branches and building a virtual tree model, reaching an overall accuracy of 95.19 %. This model provided the necessary information about the geometry of the tree for automated pruning.

Keywords

Cite

@article{arxiv.2104.05282,
  title  = {Approach for modeling single branches of meadow orchard trees with 3D point clouds},
  author = {Jonas Straub and David Reiser and Hans W. Griepentrog},
  journal= {arXiv preprint arXiv:2104.05282},
  year   = {2021}
}