11 citations · 13 across the 3 of their papers we have counts for
4 papers
3Dtrees.earth: community research infrastructure for tree and forest analysis using close-range LiDAR data
Janusch Vajna-Jehle, Kilian Gerberding, Daniel Lusk +275
From individual trees to forest stands, three-dimensional structure shapes carbon, water, and energy flows, habitat conditions, and resource availability. Yet tree and forest struc…
treeX: Unsupervised Tree Instance Segmentation in Dense Forest Point Clouds
Josafat-Mattias Burmeister, Andreas Tockner, Stefan Reder +4
Close-range laser scanning provides detailed 3D captures of forest stands but requires efficient software for processing 3D point cloud data and extracting individual trees. Althou…
Standardness Clouds Meaning: A Position Regarding the Informed Usage of Standard Datasets
Tim Cech, Ole Wegen, Daniel Atzberger +3
Standard datasets are frequently used to train and evaluate Machine Learning models. However, the assumed standardness of these datasets leads to a lack of in-depth discussion on h…
Large-Scale Evaluation of Topic Models and Dimensionality Reduction Methods for 2D Text Spatialization
Daniel Atzberger, Tim Cech, Willy Scheibel +4
Topic models are a class of unsupervised learning algorithms for detecting the semantic structure within a text corpus. Together with a subsequent dimensionality reduction algorith…