Matti Lehtomäki

17 papers Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Riverine Land Cover Mapping through Semantic Segmentation of Multispectral Point Clouds.
CoRR
Sopitta Thurachen, Josef Taher, Matti Lehtomäki, Leena Matikainen, Linnea Blåfield, Mikel Calle Navarro, Antero Kukko, Tomi Westerlund, Harri Kaartinen
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
Unsupervised deep learning for semantic segmentation of multispectral LiDAR forest point clouds.
CoRR
Lassi Ruoppa, Oona Oinonen, Josef Taher, Matti Lehtomäki, Narges Takhtkeshha, Antero Kukko, Harri Kaartinen, Juha Hyyppä
2024 J jnl
Benchmarking Under- and Above-Canopy Laser Scanning Solutions for Deriving Stem Curve and Volume in Easy and Difficult Boreal Forest Conditions.
Remote. Sens.
Jesse Muhojoki, Daniella Tavi, Eric Hyyppä, Matti Lehtomäki, Tamás Faitli, Harri Kaartinen, Antero Kukko, Teemu Hakala, Juha Hyyppä
2024 J jnl
Unsupervised semantic segmentation of urban high-density multispectral point clouds.
CoRR
Oona Oinonen, Lassi Ruoppa, Josef Taher, Matti Lehtomäki, Leena Matikainen, Kirsi Karila, Teemu Hakala, Antero Kukko, Harri Kaartinen, Juha Hyyppä
2023 J jnl
Can the Perception Data of Autonomous Vehicles Be Used to Replace Mobile Mapping Surveys? - A Case Study Surveying Roadside City Trees.
Remote. Sens.
Eric Hyyppä, Petri Manninen, Jyri Maanpää, Josef Taher, Paula Litkey, Heikki Hyyti, Antero Kukko, Harri Kaartinen, Eero Ahokas, Xiaowei Yu, Jesse Muhojoki, Matti Lehtomäki, Juho-Pekka Virtanen, Juha Hyyppä
2022 J jnl
Instance-Aware Semantic Segmentation of Road Furniture in Mobile Laser Scanning Data.
IEEE Trans. Intell. Transp. Syst.
Fashuai Li, Zhize Zhou, Jianhua Xiao, Ruizhi Chen, Matti Lehtomäki, Sander Oude Elberink, George Vosselman, Juha Hyyppä, Yuwei Chen, Antero Kukko
2021 J jnl
Feasibility of Mobile Laser Scanning towards Operational Accurate Road Rut Depth Measurements.
Sensors
Aimad El Issaoui, Ziyi Feng, Matti Lehtomäki, Eric Hyyppä, Hannu Hyyppä, Harri Kaartinen, Antero Kukko, Juha Hyyppä
2021 J jnl
Improving TLS-based stem volume estimates by field measurements.
Comput. Electron. Agric.
Timo P. Pitkänen, Pasi Raumonen, Xinlian Liang, Matti Lehtomäki, Annika Kangas
2021 J jnl
Voxel-Based Automatic Tree Detection and Parameter Retrieval from Terrestrial Laser Scans for Plot-Wise Forest Inventory.
Remote. Sens.
Gábor Brolly, Géza Király, Matti Lehtomäki, Xinlian Liang
2019 J jnl
Preregistration Classification of Mobile LIDAR Data Using Spatial Correlations.
IEEE Trans. Geosci. Remote. Sens.
Ville V. Lehtola, Matti Lehtomäki, Heikki Hyyti, Risto Kaijaluoto, Antero Kukko, Harri Kaartinen, Juha Hyyppä
2018 J jnl
The Accuracy Comparison of Three Simultaneous Localization and Mapping (SLAM)-Based Indoor Mapping Technologies.
Sensors
Yuwei Chen, Jian Tang, Changhui Jiang, Lingli Zhu, Matti Lehtomäki, Harri Kaartinen, Risto Kaijaluoto, Yiwu Wang, Juha Hyyppä, Hannu Hyyppä, Hui Zhou, Ling Pei, Ruizhi Chen
2017 J jnl
Automated matching of multiple terrestrial laser scans for stem mapping without the use of artificial references.
Int. J. Appl. Earth Obs. Geoinformation
Jingbin Liu, Xinlian Liang, Juha Hyyppä, Xiaowei Yu, Matti Lehtomäki, Jiri Pyörälä, Lingli Zhu, Yunsheng Wang, Ruizhi Chen
2016 J jnl
Object Classification and Recognition From Mobile Laser Scanning Point Clouds in a Road Environment.
IEEE Trans. Geosci. Remote. Sens.
Matti Lehtomäki, Anttoni Jaakkola, Juha Hyyppä, Jouko Lampinen, Harri Kaartinen, Antero Kukko, Eetu Puttonen, Hannu Hyyppä
2015 J jnl
Automated 3D Scene Reconstruction from Open Geospatial Data Sources: Airborne Laser Scanning and a 2D Topographic Database.
Remote. Sens.
Lingli Zhu, Matti Lehtomäki, Juha Hyyppä, Eetu Puttonen, Anssi Krooks, Hannu Hyyppä
2013 J jnl
Improved Sampling for Terrestrial and Mobile Laser Scanner Point Cloud Data.
Remote. Sens.
Eetu Puttonen, Matti Lehtomäki, Harri Kaartinen, Lingli Zhu, Antero Kukko, Anttoni Jaakkola
2010 J jnl
Detection of Vertical Pole-Like Objects in a Road Environment Using Vehicle-Based Laser Scanning Data.
Remote. Sens.
Matti Lehtomäki, Anttoni Jaakkola, Juha Hyyppä, Antero Kukko, Harri Kaartinen