Stefano Puliti

26 papers B 1C 2Journal 23

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Enhancing Tree Species Classification: Insights from YOLOv8 and Explainable AI Applied to TLS Point Cloud Projections. CoRR Adrian Straker, Paul Magdon, Marco Zullich, Maximilian Freudenberg, Christoph Kleinn, Johannes Breidenbach, Stefano Puliti, Nils Nölke
2025	J	`jnl`	ForestFormer3D: A Unified Framework for End-to-End Segmentation of Forest LiDAR 3D Point Clouds. CoRR Binbin Xiang, Maciej Wielgosz, Stefano Puliti, Kamil Král, Martin Krucek, Azim Missarov, Rasmus Astrup
2025	J	`jnl`	Multispectral airborne laser scanning for tree species classification: a benchmark of machine learning and deep learning algorithms. CoRR Josef Taher, Eric Hyyppä, Matti Hyyppä, Klaara Salolahti, Xiaowei Yu, Leena Matikainen, Antero Kukko, Matti Lehtomäki, Harri Kaartinen, Sopitta Thurachen, Paula Litkey, Ville Luoma, Markus Holopainen, Gefei Kong, Hongchao Fan, Petri Rönnholm, Antti Polvivaara, Samuli Junttila, Mikko Vastaranta, Stefano Puliti, Rasmus Astrup, Joel Kostensalo, Mari Myllymäki, Maksymilian Kulicki, Krzysztof Sterenczak, Raul de Paula Pires, Ruben Valbuena, Juan Pedro Carbonell-Rivera, Jesús Torralba, Yi-Chen Chen, Lukas Winiwarter, Markus Hollaus, Gottfried Mandlburger, Narges Takhtkeshha, Fabio Remondino, Maciej Lisiewicz, Bartlomiej Kraszewski, Xinlian Liang, Jianchang Chen, Eero Ahokas, Kirsi Karila, Eugeniu Vezeteu, Petri Manninen, Roope Näsi, Heikki Hyyti, Siiri Pyykkönen, Peilun Hu, Juha Hyyppä
2025	J	`jnl`	RoadSens: An integrated near-field sensor solution for 3D forest road monitoring. Comput. Electron. Agric. Mostafa Hoseini, Helle Ross Gobakken, Stephan Hoffmann, Csongor Horvath, Johannes Rahlf, Jan Bjerketvedt, Stefano Puliti, Rasmus Astrup
2024	J	`jnl`	Benchmarking tree species classification from proximally-sensed laser scanning data: introducing the FOR-species20K dataset. CoRR 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
2024	J	`jnl`	BranchPoseNet: Characterizing tree branching with a deep learning-based pose estimation approach. CoRR Stefano Puliti, Carolin Fischer, Rasmus Astrup
2024	J	`jnl`	SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data. CoRR Maciej Wielgosz, Stefano Puliti, Binbin Xiang, Konrad Schindler, Rasmus Astrup
2023	J	`jnl`	Automated forest inventory: analysis of high-density airborne LiDAR point clouds with 3D deep learning. CoRR Binbin Xiang, Maciej Wielgosz, Theodora Kontogianni, Torben Peters, Stefano Puliti, Rasmus Astrup, Konrad Schindler
2023	J	`jnl`	FOR-instance: a UAV laser scanning benchmark dataset for semantic and instance segmentation of individual trees. CoRR Stefano Puliti, Grant D. Pearse, Peter Surový, Luke Wallace, Markus Hollaus, Maciej Wielgosz, Rasmus Astrup
2023	J	`jnl`	Point2Tree(P2T) - Framework for Parameter Tuning of Semantic and Instance Segmentation Used with Mobile Laser Scanning Data in Coniferous Forest. Remote. Sens. Maciej Wielgosz, Stefano Puliti, Phil Wilkes, Rasmus Astrup
2023	J	`jnl`	Point2Tree(P2T) - framework for parameter tuning of semantic and instance segmentation used with mobile laser scanning data in coniferous forest. CoRR Maciej Wielgosz, Stefano Puliti, Phil Wilkes, Rasmus Astrup
2023	J	`jnl`	Towards accurate instance segmentation in large-scale LiDAR point clouds. CoRR Binbin Xiang, Torben Peters, Theodora Kontogianni, Frawa Vetterli, Stefano Puliti, Rasmus Astrup, Konrad Schindler
2022	B	`conf`	AI applications in forest monitoring need remote sensing benchmark datasets. IEEE Big Data 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
2022	J	`jnl`	AI applications in forest monitoring need remote sensing benchmark datasets. CoRR 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
2022	J	`jnl`	Automatic detection of snow breakage at single tree level using YOLOv5 applied to UAV imagery. Int. J. Appl. Earth Obs. Geoinformation Stefano Puliti, Rasmus Astrup
2022	C	`conf`	Large Scale Forest Parameter Estimation Through a Deep Learning-Based Fusion of Sentinel-2 and Tandem-X Data. IGARSS Daniel Carcereri, Paola Rizzoli, Dino Ienco, José-Luis Bueso-Bello, Carolina González, Stefano Puliti, Lorenzo Bruzzone
2022	J	`jnl`	UAV-Based Hyperspectral Imagery for Detection of Root, Butt, and Stem Rot in Norway Spruce. Remote. Sens. Benjamin Allen, Michele Dalponte, Hans Ole Ørka, Erik Næsset, Stefano Puliti, Rasmus Astrup, Terje Gobakken
2021	C	`conf`	A New Drone Laser Scanning Benchmark Dataset for Characterization of Single-Tree and Forest Biophysical Properties. IGARSS 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
2021	J	`jnl`	Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Bayesian Deep Learning. CoRR Alexander Becker, Stefania Russo, Stefano Puliti, Nico Lang, Konrad Schindler, Jan Dirk Wegner
2021	J	`jnl`	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. Vahid Akbari, Svein Solberg, Stefano Puliti
2020	J	`jnl`	Estimation of Forest Growing Stock Volume with UAV Laser Scanning Data: Can It Be Done without Field Data? Remote. Sens. Stefano Puliti, Johannes Breidenbach, Rasmus Astrup
2019	J	`jnl`	Assessing Harvested Sites in a Forested Boreal Mountain Catchment through Global Forest Watch. Remote. Sens. Fernando Rossi, Johannes Breidenbach, Stefano Puliti, Rasmus Astrup, Bruce Talbot
2019	J	`jnl`	Detection and Classification of Root and Butt-Rot (RBR) in Stumps of Norway Spruce Using RGB Images and Machine Learning. Sensors Ahmad Ostovar, Bruce Talbot, Stefano Puliti, Rasmus Astrup, Ola Ringdahl
2019	J	`jnl`	Use of UAV Photogrammetric Data for Estimation of Biophysical Properties in Forest Stands Under Regeneration. Remote. Sens. Stefano Puliti, Svein Solberg, Aksel Granhus
2017	J	`jnl`	Modelling above Ground Biomass in Tanzanian Miombo Woodlands Using TanDEM-X WorldDEM and Field Data. Remote. Sens. Stefano Puliti, Svein Solberg, Erik Næsset, Terje Gobakken, Eliakimu Zahabu, Ernest Mauya, Rogers Ernest Malimbwi
2015	J	`jnl`	Inventory of Small Forest Areas Using an Unmanned Aerial System. Remote. Sens. Stefano Puliti, Hans Ole Ørka, Terje Gobakken, Erik Næsset