Instance segmentation of individual tree crowns with YOLOv5: A comparison of approaches using the ForInstance benchmark LiDAR dataset

Author:

Straker Adrian,Puliti Stefano,Breidenbach JohannesORCID,Kleinn ChristophORCID,Pearse GrantORCID,Astrup Rasmus,Magdon PaulORCID

Publisher

Elsevier BV

Subject

General Medicine

Reference45 articles.

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3. Yolact: realtime instance segmentation;Bolya;Proceedings if the IEEE/CVF international conference on computer vision,2019

4. Interregional crown width models for individual trees growing in pure and mixed stands in Austria;Buchacher;Forests,2020

5. Determination of the age of oil palm from crown projection area detected from WorldView-2 multispectral remote sensing data: the case of Ejisu-Juaben district, Ghana;Chemura;ISPRS J. Photogrammetry Remote Sens.,2015

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4. Supervised terrestrial to airborne laser scanner model calibration for 3D individual-tree attribute mapping using deep neural networks;ISPRS Journal of Photogrammetry and Remote Sensing;2024-03

5. Estimating wood quality attributes from dense airborne LiDAR point clouds;Forest Ecosystems;2024

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