Stefano Puliti

Joined

October 2024

Names

Stefano Puliti (Preferred)

Emails

****@nibio.no (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Division of Forest and Forest Resources, NIBIO (nibio.no)

2017 – 2025

PhD student

NMBU (nmbu.no)

2014 – 2017

Advisors, Relations & Conflicts

Coauthor

Binbin Xiang

2022 – 2024

PhD Advisor

Terje Gobakken

2014 – 2017

PhD Advisor

Erik Næsset

2014 – 2017

Expertise

Forest AI and remote sensing

2017 – 2024

Point cloud segmentation

2017 – 2024

Publications

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 et al. (13 additional authors not shown)
- CoRR 2024
- Readers: Everyone
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
- Readers: Everyone
BranchPoseNet: Characterizing tree branching with a deep learning-based pose estimation approach
Stefano Puliti, Carolin Fischer, Rasmus Astrup
- CoRR 2024
- Readers: Everyone
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. 2023
- Readers: Everyone
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
- Readers: Everyone
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
- CoRR 2023
- Readers: Everyone
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
- Readers: Everyone
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
- Readers: Everyone
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
- Readers: Everyone
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
- IEEE Big Data 2022
- Readers: Everyone

View all 22 publications

Co-Authors

View all 80 co-authors