Stefano Puliti

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 20

Top Topics

Benchmark Datasets

Parameter Tuning

Top Venues

Publications

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 (2024)
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 (2023)
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 (2023)
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 (2023)
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) (2023)
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 (2023)
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 (2022)
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 (2022)
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. Big Data (2022)
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) (2022)
Daniel Carcereri, Paola Rizzoli, Dino Ienco, Jose 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)
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)
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 (2021)
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 (2021)
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) (2020)
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) (2019)
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) (2019)
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) (2019)
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) (2017)
Stefano Puliti, Hans Ole Ørka, Terje Gobakken, Erik Næsset
Inventory of Small Forest Areas Using an Unmanned Aerial System. Remote. Sens. 7 (8) (2015)