Lukas Winiwarter

According to our database, Lukas Winiwarter authored at least 23 papers between 2021 and 2026.

Collaborative distances:

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

2026

BathyFacto: Refraction-Aware Two-Media Neural Radiance Fields for Bathymetry.

Markus Brezovsky, Anatol Günthner, Frederik Schulte, Lukas Winiwarter, Boris Jutzi, Gottfried Mandlburger

CoRR, May, 2026

M3C2-EP: Pushing the limits of 3D topographic point cloud change detection by error propagation [Data and Source Code].

Lukas Winiwarter, Katharina Anders, Vivien Zahs, Martin Hämmerle, Bernhard Höfle

Dataset, May, 2026

UAV laser scanning and terrestrial laser scanning point clouds of snow-on and snow-off conditions of a forest plot in the black forest at Hundseck, Baden-Württemberg, Germany [data].

Lukas Winiwarter, Katharina Anders, Guyen Battuvshin, Lucas Menzel, Bernhard Höfle

Dataset, April, 2026

Opaque Voxel-based Tree Models for Virtual Laser Scanning in Forestry Applications [Research Data and Source Code].

Hannah Weiser, Lukas Winiwarter, Katharina Anders, Fabian Ewald Fassnacht, Bernhard Höfle

Dataset, April, 2026

Manually labeled terrestrial laser scanning point clouds of individual trees for leaf-wood separation.

Hannah Weiser, Veit Ulrich, Lukas Winiwarter, Alberto M. Esmorís, Bernhard Höfle

Dataset, April, 2026

An Automatic Iterative Random Forest approach to derive gully activity maps in large areas with training data scarcity [Data and Source Code].

Miguel Vallejo Orti, Lukas Winiwarter, Eva Corral-Pazos-de-Provens, Jack Williams, Olaf Bubenzer, Bernhard Höfle

Dataset, April, 2026

py4dgeo: Open-source scientific software for topographic change analysis in 3D/4D geographic point clouds.

Katharina Anders, Dominic Kempf, William Albert, Petr D. Andriushchenko, X. Huang, D. Hulskemper, T. Isensee, Dmitrii Kapitan, Ronald Tabernig, Hannah Weiser, Lukas Winiwarter, Vivien Zahs, Bernhard Höfle

SoftwareX, 2026

2025

Multispectral airborne laser scanning for tree species classification: a benchmark of machine learning and deep learning algorithms.

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

CoRR, April, 2025

A systematic literature review of low-cost 3D mapping solutions.

Jesús Balado, Raissa Garozzo, Lukas Winiwarter, Sofia Tilon

Inf. Fusion, 2025

2024

Evaluating Tree Species Mapping: Probability Sampling Validation of Pure and Mixed Species Classes Using Convolutional Neural Networks and Sentinel-2 Time Series.

Tobias Schadauer, Susanne Karel, Markus Loew, Ursula Knieling, Kevin Kopecky, Christoph Bauerhansl, Ambros Berger, Stephan Graeber, Lukas Winiwarter

Remote. Sens., August, 2024

An Automatic Iterative Random Forest approach to derive gully activity maps in large areas with training data scarcity [Data and Source Code].

Miguel Vallejo Orti, Lukas Winiwarter, Eva Corral-Pazos-de-Provens, Jack Williams, Olaf Bubenzer, Bernhard Höfle

Dataset, May, 2024

Extraction of Forest Road Information from CubeSat Imagery Using Convolutional Neural Networks.

Lukas Winiwarter, Nicholas C. Coops, Alex Bastyr, Jean-Romain Roussel, Daisy Q. R. Zhao, Clayton T. Lamb, Adam T. Ford

Remote. Sens., March, 2024

Manually labeled terrestrial laser scanning point clouds of individual trees for leaf-wood separation.

Hannah Weiser, Veit Ulrich, Lukas Winiwarter, Alberto M. Esmorís, Bernhard Höfle

Dataset, January, 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

2023

UAV laser scanning and terrestrial laser scanning point clouds of snow-on and snow-off conditions of a forest plot in the black forest at Hundseck, Baden-Württemberg, Germany [data].

Lukas Winiwarter, Katharina Anders, Guyen Battuvshin, Lucas Menzel, Bernhard Höfle

Dataset, February, 2023

UAV laser scanning and terrestrial laser scanning point clouds of snow-on and snow-off conditions of a forest plot in the black forest at Hundseck, Baden-Württemberg, Germany [data].

Lukas Winiwarter, Katharina Anders, Guyen Battuvshin, Lucas Menzel, Bernhard Höfle

Dataset, February, 2023

2022

Improving Change Analysis From Near-Continuous 3D Time Series by Considering Full Temporal Information.

Katharina Anders, Lukas Winiwarter, Bernhard Höfle

IEEE Geosci. Remote. Sens. Lett., 2022

Virtual LiDAR Simulation as a High Performance Computing Challenge: Toward HPC HELIOS++.

Alberto Manuel Esmorís Pena, Miguel Yermo, Hannah Weiser, Lukas Winiwarter, Bernhard Höfle, Francisco F. Rivera

IEEE Access, 2022

2021

Opaque Voxel-based Tree Models for Virtual Laser Scanning in Forestry Applications [Research Data and Source Code].

Hannah Weiser, Lukas Winiwarter, Katharina Anders, Fabian Ewald Fassnacht, Bernhard Höfle

Dataset, August, 2021

M3C2-EP: Pushing the limits of 3D topographic point cloud change detection by error propagation [Data and Source Code].

Lukas Winiwarter, Katharina Anders, Vivien Zahs, Martin Hämmerle, Bernhard Höfle

Dataset, June, 2021

M3C2-EP: Pushing the limits of 3D topographic point cloud change detection by error propagation [Data and Source Code].

Lukas Winiwarter, Katharina Anders, Vivien Zahs, Martin Hämmerle, Bernhard Höfle

Dataset, June, 2021

Use of TanDEM-X and Sentinel Products to Derive Gully Activity Maps in Kunene Region (Namibia) Based on Automatic Iterative Random Forest Approach.

Miguel Vallejo Orti, Lukas Winiwarter, Eva Corral-Pazos-de-Provens, Jack G. Williams, Olaf Bubenzer, Bernhard Höfle

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

Virtual laser scanning with HELIOS++: A novel take on ray tracing-based simulation of topographic 3D laser scanning.

Lukas Winiwarter, Alberto Manuel Esmorís Pena, Hannah Weiser, Katharina Anders, Jorge Martínez Sánchez, Mark Searle, Bernhard Höfle

CoRR, 2021