AUTOMATIC SEGMENTATION OF TREE CROWNS IN PINE FORESTS USING MASK R-CNN ON RGB IMAGERY FROM UAVS
This article presents the results of applying an improved method for automatic segmentation of RGB imagery (orthophotos) obtained using consumer-grade unmanned aerial vehicles (UAVs) based on the Mask R-CNN neural network. Preparation and post-processing blocks for raster and vector files were devel...
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| Main Author: | |
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| Format: | Article |
| Language: | English |
| Published: |
Russian Academy of Sciences, Center for Forest Ecology and Productivity
2024-09-01
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| Series: | Вопросы лесной науки |
| Subjects: | |
| Online Access: | https://jfsi.ru/wp-content/uploads/2024/11/7-3-2024-Nikitina.pdf |
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