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2020 – today
- 2025
[j11]Mostafa Hoseini
, Helle Ross Gobakken, Stephan Hoffmann, Csongor Horvath, Johannes Rahlf, Jan Bjerketvedt, Stefano Puliti, Rasmus Astrup:
RoadSens: An integrated near-field sensor solution for 3D forest road monitoring. Comput. Electron. Agric. 229: 109710 (2025)- 2024
- [i9]Maciej Wielgosz, Stefano Puliti, Binbin Xiang, Konrad Schindler, Rasmus Astrup:
SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data. CoRR abs/2401.15739 (2024) - [i8]Stefano Puliti, Emily R. Lines, Jana Müllerová, Julian Frey, Zoe Schindler, Adrian Straker, Matt Allen, Lukas Winiwarter, Nataliia Rehush, Hristina Hristova, Brent Murray, Kim Calders, Louise Terryn, Nicholas C. Coops, Bernhard Höfle, Samuli Junttila, Martin Krucek, Grzegorz Krok, Kamil Král, Shaun R. Levick, Linda Luck, Azim Missarov, Martin Mokros, Harry J. F. Owen, Krzysztof Sterenczak, Timo P. Pitkänen, Nicola Puletti, Ninni Saarinen, Chris Hopkinson, Chiara Torresan, Enrico Tomelleri, Hannah Weiser, Rasmus Astrup:
Benchmarking tree species classification from proximally-sensed laser scanning data: introducing the FOR-species20K dataset. CoRR abs/2408.06507 (2024) - [i7]Stefano Puliti, Carolin Fischer, Rasmus Astrup:
BranchPoseNet: Characterizing tree branching with a deep learning-based pose estimation approach. CoRR abs/2409.14755 (2024) - 2023
- [j10]Maciej Wielgosz, Stefano Puliti, Phil Wilkes, Rasmus Astrup:
Point2Tree(P2T) - Framework for Parameter Tuning of Semantic and Instance Segmentation Used with Mobile Laser Scanning Data in Coniferous Forest. Remote. Sens. 15(15): 3737 (2023) - [i6]Maciej Wielgosz, Stefano Puliti, Phil Wilkes, Rasmus Astrup:
Point2Tree(P2T) - framework for parameter tuning of semantic and instance segmentation used with mobile laser scanning data in coniferous forest. CoRR abs/2305.02651 (2023) - [i5]Binbin Xiang, Torben Peters, Theodora Kontogianni, Frawa Vetterli, Stefano Puliti, Rasmus Astrup, Konrad Schindler:
Towards accurate instance segmentation in large-scale LiDAR point clouds. CoRR abs/2307.02877 (2023) - [i4]Stefano Puliti, Grant D. Pearse, Peter Surový, Luke Wallace, Markus Hollaus, Maciej Wielgosz, Rasmus Astrup:
FOR-instance: a UAV laser scanning benchmark dataset for semantic and instance segmentation of individual trees. CoRR abs/2309.01279 (2023) - [i3]Binbin Xiang, Maciej Wielgosz, Theodora Kontogianni, Torben Peters, Stefano Puliti, Rasmus Astrup, Konrad Schindler:
Automated forest inventory: analysis of high-density airborne LiDAR point clouds with 3D deep learning. CoRR abs/2312.15084 (2023) - 2022
- [j9]Stefano Puliti, Rasmus Astrup:
Automatic detection of snow breakage at single tree level using YOLOv5 applied to UAV imagery. Int. J. Appl. Earth Obs. Geoinformation 112: 102946 (2022) - [j8]Benjamin Allen, Michele Dalponte, Hans Ole Ørka, Erik Næsset, Stefano Puliti, Rasmus Astrup, Terje Gobakken:
UAV-Based Hyperspectral Imagery for Detection of Root, Butt, and Stem Rot in Norway Spruce. Remote. Sens. 14(15): 3830 (2022) - [c3]Emily R. Lines, Matt Allen, Carlos Cabo, Kim Calders, Amandine Debus, Stuart W. D. Grieve, Milto Miltiadou, Adam Noach, Harry J. F. Owen, Stefano Puliti:
AI applications in forest monitoring need remote sensing benchmark datasets. IEEE Big Data 2022: 4528-4533 - [c2]Daniel Carcereri, Paola Rizzoli, Dino Ienco, José-Luis Bueso-Bello, Carolina González, Stefano Puliti, Lorenzo Bruzzone:
Large Scale Forest Parameter Estimation Through a Deep Learning-Based Fusion of Sentinel-2 and Tandem-X Data. IGARSS 2022: 5773-5776 - [i2]Emily R. Lines, Matt Allen, Carlos Cabo, Kim Calders, Amandine Debus, Stuart W. D. Grieve, Milto Miltiadou, Adam Noach, Harry J. F. Owen, Stefano Puliti:
AI applications in forest monitoring need remote sensing benchmark datasets. CoRR abs/2212.09937 (2022) - 2021
- [j7]Vahid Akbari, Svein Solberg, Stefano Puliti:
Multitemporal Sentinel-1 and Sentinel-2 Images for Characterization and Discrimination of Young Forest Stands Under Regeneration in Norway. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5049-5063 (2021) - [c1]Stefano Puliti, Grant D. Pearse, Michael S. Watt, Edward T. A. Mitchard, Iain McNicol, Magnus Bremer, Martin Rutzinger, Peter Surový, Luke Wallace, Markus Hollaus, Rasmus Astrup:
A New Drone Laser Scanning Benchmark Dataset for Characterization of Single-Tree and Forest Biophysical Properties. IGARSS 2021: 728-730 - [i1]Alexander Becker, Stefania Russo, Stefano Puliti, Nico Lang, Konrad Schindler, Jan Dirk Wegner:
Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Bayesian Deep Learning. CoRR abs/2111.13154 (2021) - 2020
- [j6]Stefano Puliti, Johannes Breidenbach, Rasmus Astrup:
Estimation of Forest Growing Stock Volume with UAV Laser Scanning Data: Can It Be Done without Field Data? Remote. Sens. 12(8): 1245 (2020)
2010 – 2019
- 2019
- [j5]Stefano Puliti, Svein Solberg, Aksel Granhus:
Use of UAV Photogrammetric Data for Estimation of Biophysical Properties in Forest Stands Under Regeneration. Remote. Sens. 11(3): 233 (2019) - [j4]Fernando Rossi, Johannes Breidenbach, Stefano Puliti, Rasmus Astrup, Bruce Talbot:
Assessing Harvested Sites in a Forested Boreal Mountain Catchment through Global Forest Watch. Remote. Sens. 11(5): 543 (2019) - [j3]Ahmad Ostovar, Bruce Talbot, Stefano Puliti, Rasmus Astrup, Ola Ringdahl:
Detection and Classification of Root and Butt-Rot (RBR) in Stumps of Norway Spruce Using RGB Images and Machine Learning. Sensors 19(7): 1579 (2019) - 2017
- [j2]Stefano Puliti, Svein Solberg, Erik Næsset, Terje Gobakken, Eliakimu Zahabu, Ernest Mauya, Rogers Ernest Malimbwi:
Modelling above Ground Biomass in Tanzanian Miombo Woodlands Using TanDEM-X WorldDEM and Field Data. Remote. Sens. 9(10): 984 (2017) - 2015
- [j1]Stefano Puliti, Hans Ole Ørka, Terje Gobakken, Erik Næsset:
Inventory of Small Forest Areas Using an Unmanned Aerial System. Remote. Sens. 7(8): 9632-9654 (2015)
Coauthor Index
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