Puliti, Stefano
- Automated forest inventory: analysis of high-density airborne LiDAR point clouds with 3D deep learning
2023/12/22 by Xiang, Binbin, Wielgosz, Maciej, Kontogianni, Theodora +4 · 10 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- FOR-instance: a UAV laser scanning benchmark dataset for semantic and instance segmentation of individual trees
2023/09/03 by Stefano Puliti, Puliti, Stefano, Grant D. Pearse +11 · 8 citations
Environmental Science · Agricultural and Biological Sciences · #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture #Forest Ecology and Biodiversity Studies
- Point2Tree(P2T) -- framework for parameter tuning of semantic and instance segmentation used with mobile laser scanning data in coniferous forest
2023/05/04 by Maciej Wielgosz, Stefano Puliti, Wielgosz, Maciej +5 · 6 citations
Environmental Science · Agricultural and Biological Sciences · #Remote Sensing and LiDAR Applications #Forest Ecology and Biodiversity Studies #Forest ecology and management
- Benchmarking tree species classification from proximally-sensed laser scanning data: introducing the FOR-species20K dataset
2024/08/12 by Puliti, Stefano, Lines, Emily R., Müllerová, Jana +30 · 6 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Towards accurate instance segmentation in large-scale LiDAR point clouds
2023/07/06 by Xiang, Binbin, Peters, Torben, Kontogianni, Theodora +4 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- AI applications in forest monitoring need remote sensing benchmark datasets
2022/12/20 by Lines, Emily R., Allen, Matt, Cabo, Carlos +7 · 1 citation
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- ForestFormer3D: A Unified Framework for End-to-End Segmentation of Forest LiDAR 3D Point Clouds
2025/06/20 by Binbin Xiang, Maciej Wielgosz, Xiang, Binbin +11 · 1 voice · 3 citations
#cs.CV #cs.AI