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Scopus Author ID: 35115334500

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Employment (1)

National Land Survey of Finland: Kirkkonummi, FI

2008-08-01 to present | Senior Research Scientist (Finnish Geospatial Research Institute)
Employment
Source: Self-asserted source
Matti Lehtomäki

Education and qualifications (2)

Aalto University: Espoo, FI

2021 | Doctor of Science (Computer Science)
Education
Source: Self-asserted source
Matti Lehtomäki

Helsinki University of Technology: Espoo, FI

2009-06-08 | Master of Science
Education
Source: Self-asserted source
Matti Lehtomäki

Works (37)

Fully automated extraction of railtop centerline from mobile laser scanning data

Automation in Construction
2024-12 | Journal article
DOI: 10.1016/j.autcon.2024.105812
Contributors: Aleksi Kononen; Harri Kaartinen; Antero Kukko; Matti Lehtomäki; Josef Taher; Juha Hyyppä
Source: check_circle
Crossref

Accuracy comparison of terrestrial and airborne laser scanning and manual measurements for stem curve-based growth measurements of individual trees

Science of Remote Sensing
2024-06 | Journal article
DOI: 10.1016/j.srs.2024.100125
Contributors: Valtteri Soininen; Eric Hyyppä; Jesse Muhojoki; Ville Luoma; Harri Kaartinen; Matti Lehtomäki; Antero Kukko; Juha Hyyppä
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Benchmarking Under- and Above-Canopy Laser Scanning Solutions for Deriving Stem Curve and Volume in Easy and Difficult Boreal Forest Conditions

Remote Sensing
2024-05-13 | Journal article
DOI: 10.3390/rs16101721
Contributors: Jesse Muhojoki; Daniella Tavi; Eric Hyyppä; Matti Lehtomäki; Tamás Faitli; Harri Kaartinen; Antero Kukko; Teemu Hakala; Juha Hyyppä
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Crossref

Branch information extraction from Norway spruce using handheld laser scanning point clouds in Nordic forests

ISPRS Open Journal of Photogrammetry and Remote Sensing
2023-08 | Journal article
DOI: 10.1016/j.ophoto.2023.100040
Contributors: Olli Winberg; Jiri Pyörälä; Xiaowei Yu; Harri Kaartinen; Antero Kukko; Markus Holopainen; Johan Holmgren; Matti Lehtomäki; Juha Hyyppä
Source: check_circle
Crossref

Individual tree segmentation and species classification using high-density close-range multispectral laser scanning data

ISPRS Open Journal of Photogrammetry and Remote Sensing
2023-08 | Journal article
DOI: 10.1016/j.ophoto.2023.100039
Contributors: Aada Hakula; Lassi Ruoppa; Matti Lehtomäki; Xiaowei Yu; Antero Kukko; Harri Kaartinen; Josef Taher; Leena Matikainen; Eric Hyyppä; Ville Luoma et al.
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Can the Perception Data of Autonomous Vehicles Be Used to Replace Mobile Mapping Surveys?—A Case Study Surveying Roadside City Trees

Remote Sensing
2023-03-27 | Journal article | Methodology, Software
DOI: 10.3390/rs15071790
Part of ISSN: 2072-4292
Contributors: Eric Hyyppä; Petri Manninen; Jyri Maanpää; Josef Taher; Paula Litkey; Heikki Hyyti; Antero Kukko; Harri Kaartinen; Eero Ahokas; Xiaowei Yu et al.
Source: Self-asserted source
Matti Lehtomäki

Predicting Growth of Individual Trees Directly and Indirectly Using 20-Year Bitemporal Airborne Laser Scanning Point Cloud Data

Forests
2022-11-30 | Journal article
DOI: 10.3390/f13122040
Part of ISSN: 1999-4907
Contributors: Valtteri Soininen; Antero Kukko; Xiaowei Yu; Harri Kaartinen; Ville Luoma; Otto Saikkonen; Markus Holopainen; Leena Matikainen; Matti Lehtomäki; Juha Hyyppä
Source: Self-asserted source
Matti Lehtomäki

Instance-Aware Semantic Segmentation of Road Furniture in Mobile Laser Scanning Data

IEEE Transactions on Intelligent Transportation Systems
2022-10 | Journal article
DOI: 10.1109/TITS.2022.3157611
Contributors: Fashuai Li; Zhize Zhou; Jianhua Xiao; Ruizhi Chen; Matti Lehtomaki; Sander Oude Elberink; George Vosselman; Juha Hyyppa; Yuwei Chen; Antero Kukko
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Crossref

Pavement distress detection using terrestrial laser scanning point clouds – Accuracy evaluation and algorithm comparison

ISPRS Open Journal of Photogrammetry and Remote Sensing
2022-01 | Journal article
DOI: 10.1016/j.ophoto.2021.100010
Part of ISSN: 2667-3932
Contributors: Ziyi Feng; Aimad El Issaoui; Matti Lehtomäki; Matias Ingman; Harri Kaartinen; Antero Kukko; Joona Savela; Hannu Hyyppä; Juha Hyyppä
Source: Self-asserted source
Matti Lehtomäki

Detection and Recognition of Objects from Mobile Laser Scanning Point Clouds

2021 | Dissertation or Thesis
Contributors: Matti Lehtomäki
Source: Self-asserted source
Matti Lehtomäki

Feasibility of Mobile Laser Scanning towards Operational Accurate Road Rut Depth Measurements

Sensors
2021-02-08 | Journal article
DOI: 10.3390/s21041180
Part of ISSN: 1424-8220
Contributors: Aimad El Issaoui; Ziyi Feng; Matti Lehtomäki; Eric Hyyppä; Hannu Hyyppä; Harri Kaartinen; Antero Kukko; Juha Hyyppä
Source: Self-asserted source
Matti Lehtomäki

Seamless integration of above- and under-canopy unmanned aerial vehicle laser scanning for forest investigation

Forest Ecosystems
2021-02-07 | Journal article
DOI: 10.1186/s40663-021-00290-3
Part of ISSN: 2197-5620
Contributors: Yunsheng Wang; Antero Kukko; Eric Hyyppä; Teemu Hakala; Jiri Pyörälä; Matti Lehtomäki; Aimad El Issaoui; Xiaowei Yu; Harri Kaartinen; Xinlian Liang et al.
Source: Self-asserted source
Matti Lehtomäki

Voxel-Based Automatic Tree Detection and Parameter Retrieval from Terrestrial Laser Scans for Plot-Wise Forest Inventory

Remote Sensing
2021-02-03 | Journal article
DOI: 10.3390/rs13040542
Part of ISSN: 2072-4292
Contributors: Gábor Brolly; Géza Király; Matti Lehtomäki; Xinlian Liang
Source: Self-asserted source
Matti Lehtomäki

Improving TLS-based stem volume estimates by field measurements

Computers and Electronics in Agriculture
2021-01 | Journal article
DOI: 10.1016/j.compag.2020.105882
Part of ISSN: 0168-1699
Contributors: Timo P. Pitkänen; Pasi Raumonen; Xinlian Liang; Matti Lehtomäki; Annika Kangas
Source: Self-asserted source
Matti Lehtomäki

A clustering framework for monitoring circadian rhythm in structural dynamics in plants from terrestrial laser scanning time series

Frontiers in Plant Science
2019 | Journal article
DOI: 10.3389/fpls.2019.00486
EID:

2-s2.0-85067354351
Contributors: Puttonen, E.; Lehtomäki, M.; Litkey, P.; Näsi, R.; Feng, Z.; Liang, X.; Wittke, S.; Pandžić, M.; Hakala, T.; Karjalainen, M. et al.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier
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Forest in situ observations using unmanned aerial vehicle as an alternative of terrestrial measurements

Forest Ecosystems
2019 | Journal article
DOI: 10.1186/s40663-019-0173-3
EID:

2-s2.0-85066314710
Contributors: Liang, X.; Wang, Y.; Pyörälä, J.; Lehtomäki, M.; Yu, X.; Kaartinen, H.; Kukko, A.; Honkavaara, E.; Issaoui, A.E.I.; Nevalainen, O. et al.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier
grade
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Power line mapping technique using all-terrain mobile laser scanning

Automation in Construction
2019 | Journal article
DOI: 10.1016/j.autcon.2019.03.023
EID:

2-s2.0-85065883229
Contributors: Lehtomäki, M.; Kukko, A.; Matikainen, L.; Hyyppä, J.; Kaartinen, H.; Jaakkola, A.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier
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In situ biomass estimation at tree and plot levels: What did data record and what did algorithms derive from terrestrial and aerial point clouds in boreal forest

Remote Sensing of Environment
2019-10 | Journal article
DOI: 10.1016/j.rse.2019.111309
Contributors: Yunsheng Wang; Jiri Pyörälä; Xinlian Liang; Matti Lehtomäki; Antero Kukko; Xiaowei Yu; Harri Kaartinen; Juha Hyyppä
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Crossref

Toward utilizing multitemporal multispectral airborne laser scanning, Sentinel-2, and mobile laser scanning in map updating

Journal of Applied Remote Sensing
2019-10 | Journal article
DOI: 10.1117/1.jrs.13.4.044504
Part of ISSN: 1931-3195
Contributors: Leena Matikainen; Miloš Pandžić; Fashuai Li; Kirsi Karila; Juha Hyyppä; Paula Litkey; Antero Kukko; Matti Lehtomäki; Mika Karjalainen; Eetu Puttonen
Source: Self-asserted source
Matti Lehtomäki via Crossref Metadata Search

Preregistration Classification of Mobile LIDAR Data Using Spatial Correlations

IEEE Transactions on Geoscience and Remote Sensing
2019-09 | Journal article
DOI: 10.1109/TGRS.2019.2909351
Contributors: Ville V. Lehtola; Matti Lehtomaki; Heikki Hyyti; Risto Kaijaluoto; Antero Kukko; Harri Kaartinen; Juha Hyyppa
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Crossref

Semantic segmentation of road furniture in mobile laser scanning data

ISPRS Journal of Photogrammetry and Remote Sensing
2019-08 | Journal article
DOI: 10.1016/j.isprsjprs.2019.06.001
Contributors: Fashuai Li; Matti Lehtomäki; Sander Oude Elberink; George Vosselman; Antero Kukko; Eetu Puttonen; Yuwei Chen; Juha Hyyppä
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Crossref
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Is field-measured tree height as reliable as believed – A comparison study of tree height estimates from field measurement, airborne laser scanning and terrestrial laser scanning in a boreal forest

ISPRS Journal of Photogrammetry and Remote Sensing
2019-01 | Journal article
DOI: 10.1016/j.isprsjprs.2018.11.008
Contributors: Yunsheng Wang; Matti Lehtomäki; Xinlian Liang; Jiri Pyörälä; Antero Kukko; Anttoni Jaakkola; Jingbin Liu; Ziyi Feng; Ruizhi Chen; Juha Hyyppä
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In-situ measurements from mobile platforms : An emerging approach to address the old challenges associated with forest inventories

2018 | Journal article
DOI: 10.1016/j.isprsjprs.2018.04.019
SOURCE-WORK-ID: BASE:27edf83603668ec06c96ee85bc5224e297ce7c9c1534364ce2c04fe513d8777a
Contributors: Liang, Xinlian; Kukko, Antero; Hyyppä, Juha; Lehtomäki, Matti; Pyörälä, Jiri; Yu, Xiaowei; Kaartinen, Harri; Jaakkola, Anttoni; Wang, Yunsheng
Source: Self-asserted source
Matti Lehtomäki via BASE - Bielefeld Academic Search Engine
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International benchmarking of terrestrial laser scanning approaches for forest inventories

ISPRS Journal of Photogrammetry and Remote Sensing
2018 | Journal article
DOI: 10.1016/j.isprsjprs.2018.06.021
EID:

2-s2.0-85050206786
Contributors: Liang, X.; Hyyppä, J.; Kaartinen, H.; Lehtomäki, M.; Pyörälä, J.; Pfeifer, N.; Holopainen, M.; Brolly, G.; Francesco, P.; Hackenberg, J. et al.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier
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POLE-LIKE ROAD FURNITURE DETECTION in SPARSE and UNEVENLY DISTRIBUTED MOBILE LASER SCANNING DATA

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
2018 | Conference paper
DOI: 10.5194/isprs-annals-IV-2-185-2018
EID:

2-s2.0-85048423094
Contributors: Li, F.; Lehtomäki, M.; Oude Elberink, S.; Vosselman, G.; Puttonen, E.; Kukko, A.; Hyyppä, J.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier
grade
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The accuracy comparison of three simultaneous localization and mapping (SLAM)-based indoor mapping technologies

Sensors (Switzerland)
2018 | Journal article
DOI: 10.3390/s18103228
EID:

2-s2.0-85054527026
Contributors: Chen, Y.; Tang, J.; Jiang, C.; Zhu, L.; Lehtomäki, M.; Kaartinen, H.; Kaijaluoto, R.; Wang, Y.; Hyyppä, J.; Hyyppä, H. et al.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier
grade
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Automated matching of multiple terrestrial laser scans for stem mapping without the use of artificial references

2017 | Journal article
DOI: 10.1016/j.jag.2016.11.003
SOURCE-WORK-ID: BASE:7a17ae449ca1cdbef98a9330b47bf319a17e3583905ae7906062fbe38f386137
Contributors: Liu, Jingbin; Liang, Xinlian; Hyyppä, Juha; Yu, Xiaowei; Lehtomäki, Matti; Pyörälä, Jiri; Zhu, Lingli; Wang, Yunsheng; Chen, Ruizhi
Source: Self-asserted source
Matti Lehtomäki via BASE - Bielefeld Academic Search Engine

Object Classification and Recognition From Mobile Laser Scanning Point Clouds in a Road Environment

IEEE Transactions on Geoscience and Remote Sensing
2016 | Journal article
DOI: 10.1109/TGRS.2015.2476502
EID:

2-s2.0-84943179157
Contributors: Lehtomäki, M.; Jaakkola, A.; Hyyppä, J.; Lampinen, J.; Kaartinen, H.; Kukko, A.; Puttonen, E.; Hyyppä, H.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier
grade
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Remote sensing methods for power line corridor surveys

ISPRS Journal of Photogrammetry and Remote Sensing
2016 | Journal article
DOI: 10.1016/j.isprsjprs.2016.04.011
EID:

2-s2.0-84969751433
Contributors: Matikainen, L.; Lehtomäki, M.; Ahokas, E.; Hyyppä, J.; Karjalainen, M.; Jaakkola, A.; Kukko, A.; Heinonen, T.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier
grade
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Automated 3D scene reconstruction from open geospatial data sources: Airborne laser scanning and a 2D topographic database

Remote Sensing
2015 | Journal article
DOI: 10.3390/rs70606710
EID:

2-s2.0-84933557279
Contributors: Zhu, L.; Lehtomäki, M.; Hyyppä, J.; Puttonen, E.; Krooks, A.; Hyyppä, H.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier
grade
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"Mobile Mapping - Road Environment Mapping using Mobile Laser Scanning"

Official Publication - EuroSDR
2013 | Journal article
EID:

2-s2.0-84880437181
Contributors: Kaartinen, H.; Hyyppä, J.; Kukko, A.; Lehtomäki, M.; Jaakkola, A.; Vosselman, G.; Elberink, S.O.; Rutzinger, M.; Pu, S.; Vaaja, M.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier

Improved sampling for terrestrial and mobile laser scanner point cloud data

Remote Sensing
2013 | Journal article
DOI: 10.3390/rs5041754
EID:

2-s2.0-84880413712
Contributors: Puttonen, E.; Lehtomäki, M.; Kaartinen, H.; Zhu, L.; Kukko, A.; Jaakkola, A.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier
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Performance analysis of a pole and tree trunk Detection method for mobile laser scanning data

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
2011 | Conference paper
EID:

2-s2.0-84924334436
Contributors: Lehtomäki, M.; Jaakkola, A.; Hyyppä, J.; Kukko, A.; Kaartinen, H.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier

A low-cost multi-sensoral mobile mapping system and its feasibility for tree measurements

ISPRS Journal of Photogrammetry and Remote Sensing
2010 | Journal article
DOI: 10.1016/j.isprsjprs.2010.08.002
EID:

2-s2.0-78149495382
Contributors: Jaakkola, A.; Hyyppä, J.; Kukko, A.; Yu, X.; Kaartinen, H.; Lehtomäki, M.; Lin, Y.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier
grade
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Detection of vertical pole-like objects in a road environment using vehicle-based laser scanning data

Remote Sensing
2010 | Journal article
DOI: 10.3390/rs2030641
EID:

2-s2.0-78149497862
Contributors: Lehtomäki, M.; Jaakkola, A.; Hyyppä, J.; Kukko, A.; Kaartinen, H.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier
grade
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3D city model for mobile phone using MMS data

2009 Joint Urban Remote Sensing Event
2009 | Conference paper
DOI: 10.1109/URS.2009.5137691
EID:

2-s2.0-70350169079
Contributors: Zhu, L.; Hyyppä, J.; Kukko, A.; Jaakkola, A.; Lehtomäki, M.; Kaartinen, H.; Chen, R.; Pei, L.; Chen, Y.; Hyyppä, H. et al.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier
grade
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Mobile mapping system and computing methods for modelling of road environment

2009 Joint Urban Remote Sensing Event
2009 | Conference paper
DOI: 10.1109/URS.2009.5137703
EID:

2-s2.0-70350158970
Contributors: Kukko, A.; Jaakkola, A.; Lehtomäki, M.; Kaartinen, H.; Yuwei, C.
Source: Self-asserted source
Matti Lehtomäki via Scopus - Elsevier
grade
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