Stefano Puliti

According to our database, Stefano Puliti authored at least 20 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

BranchPoseNet: Characterizing tree branching with a deep learning-based pose estimation approach.

Stefano Puliti, Carolin Fischer, Rasmus Astrup

CoRR, 2024

Benchmarking tree species classification from proximally-sensed laser scanning data: introducing the FOR-species20K dataset.

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

CoRR, 2024

SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data.

Maciej Wielgosz, Stefano Puliti, Binbin Xiang, Konrad Schindler, Rasmus Astrup

CoRR, 2024

2023

Point2Tree(P2T) - Framework for Parameter Tuning of Semantic and Instance Segmentation Used with Mobile Laser Scanning Data in Coniferous Forest.

Maciej Wielgosz, Stefano Puliti, Phil Wilkes, Rasmus Astrup

Remote. Sens., August, 2023

Automated forest inventory: analysis of high-density airborne LiDAR point clouds with 3D deep learning.

Binbin Xiang, Maciej Wielgosz, Theodora Kontogianni, Torben Peters, Stefano Puliti, Rasmus Astrup, Konrad Schindler

CoRR, 2023

FOR-instance: a UAV laser scanning benchmark dataset for semantic and instance segmentation of individual trees.

Stefano Puliti, Grant D. Pearse, Peter Surový, Luke Wallace, Markus Hollaus, Maciej Wielgosz, Rasmus Astrup

CoRR, 2023

Towards accurate instance segmentation in large-scale LiDAR point clouds.

Binbin Xiang, Torben Peters, Theodora Kontogianni, Frawa Vetterli, Stefano Puliti, Rasmus Astrup, Konrad Schindler

CoRR, 2023

2022

UAV-Based Hyperspectral Imagery for Detection of Root, Butt, and Stem Rot in Norway Spruce.

Benjamin Allen, Michele Dalponte, Hans Ole Ørka, Erik Næsset, Stefano Puliti, Rasmus Astrup, Terje Gobakken

Remote. Sens., 2022

Automatic detection of snow breakage at single tree level using YOLOv5 applied to UAV imagery.

Stefano Puliti, Rasmus Astrup

Int. J. Appl. Earth Obs. Geoinformation, 2022

Large Scale Forest Parameter Estimation Through a Deep Learning-Based Fusion of Sentinel-2 and Tandem-X Data.

Daniel Carcereri, Paola Rizzoli, Dino Ienco, José-Luis Bueso-Bello, Carolina González, Stefano Puliti, Lorenzo Bruzzone

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

AI applications in forest monitoring need remote sensing benchmark datasets.

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

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Multitemporal Sentinel-1 and Sentinel-2 Images for Characterization and Discrimination of Young Forest Stands Under Regeneration in Norway.

Vahid Akbari, Svein Solberg, Stefano Puliti

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Bayesian Deep Learning.

Alexander Becker, Stefania Russo, Stefano Puliti, Nico Lang, Konrad Schindler, Jan Dirk Wegner

CoRR, 2021

A New Drone Laser Scanning Benchmark Dataset for Characterization of Single-Tree and Forest Biophysical Properties.

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Estimation of Forest Growing Stock Volume with UAV Laser Scanning Data: Can It Be Done without Field Data?

Stefano Puliti, Johannes Breidenbach, Rasmus Astrup

Remote. Sens., 2020

2019

Detection and Classification of Root and Butt-Rot (RBR) in Stumps of Norway Spruce Using RGB Images and Machine Learning.

Ahmad Ostovar, Bruce Talbot, Stefano Puliti, Rasmus Astrup, Ola Ringdahl

Sensors, 2019

Assessing Harvested Sites in a Forested Boreal Mountain Catchment through Global Forest Watch.

Fernando Rossi, Johannes Breidenbach, Stefano Puliti, Rasmus Astrup, Bruce Talbot

Remote. Sens., 2019

Use of UAV Photogrammetric Data for Estimation of Biophysical Properties in Forest Stands Under Regeneration.

Stefano Puliti, Svein Solberg, Aksel Granhus

Remote. Sens., 2019

2017

Modelling above Ground Biomass in Tanzanian Miombo Woodlands Using TanDEM-X WorldDEM and Field Data.

Stefano Puliti, Svein Solberg, Erik Næsset, Terje Gobakken, Eliakimu Zahabu, Ernest Mauya, Rogers Ernest Malimbwi

Remote. Sens., 2017

2015

Inventory of Small Forest Areas Using an Unmanned Aerial System.

Stefano Puliti, Hans Ole Ørka, Terje Gobakken, Erik Næsset

Remote. Sens., 2015