Deep learning for conifer/deciduous classification of airborne LiDAR 3D point clouds representing individual trees

no code implementations • 24 Feb 2018 • Hamid Hamraz, Nathan B. Jacobs, Marco A. Contreras, Chase H. Clark

Lastly, the classification accuracies of overstory trees (~90%) were more balanced than those of understory trees (~90% deciduous and ~65% coniferous), which is likely due to the incomplete capture of understory tree crowns via airborne LiDAR.

Classification Data Augmentation +1