AppleQSM: Geometry-Based 3D Characterization of Apple Tree Architecture in Orchards
Tian Qiu, Tao Wang, Tao Han, Kaspar Kuehn, Lailiang Cheng, Cheng Meng, Xiangtao Xu, Kenong Xu, Yu Jiang
Abstract
of 0.77 and 0.69, and a MAE of 6.86 mm and 7.48° for branch diameter and angle, respectively. The accurate measurement of these architectural traits can enable precision management in high-density apple orchards and bolster phenotyping endeavors in breeding programs. Moreover, bottlenecks of 3D tree characterization in general were comprehensively analyzed to reveal future development.
Topics & Concepts
SegmentationTree (set theory)Pipeline (software)Computer scienceGeometryMathematicsArtificial intelligenceMathematical analysisProgramming languageRemote Sensing and LiDAR ApplicationsHorticultural and Viticultural ResearchRemote Sensing in Agriculture