Matti Vaaja
Visitor
Visitor
T213 Built Environment
Research expertise:
Laser scanning, Photogrammetry, 3D-point cloud processing, Environmental change detection and time-series studies, Forest mapping, Ground topography and vegetation structure mapping, Laser scanning applications, Mobile and terrestrial laser scanning, Development of 3D measurement systems.
Full researcher profile
https://research.aalto.fi/...
E-post
ext-matti.vaaja@aalto.fi
Telefonnummer
+358505967803
Utmärkelser
Kansallinen avoimen tieteen palkinto
Ensimmäinen kansallinen avoimen tieteen palkinto
Award or honor granted for a specific work
Department of Built Environment
Nov 2019
Publikationer
Method for estimating dimensions and visualising changes in multi-epoch point clouds
Markus Sarlin, Arttu Julin, Matti Kurkela, Juha Hyyppä, Matti T. Vaaja, Hannu Hyyppä
2026
European Journal of Remote Sensing
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, Matti Vaaja, Antti Polvivaara, Samuli Junttila, Mikko Vastaranta, Stefano Puliti, Rasmus Astrup, Joel Kostensalo, Mari Myllymäki, Maksymilian Kulicki, Krzysztof Stereńczak, 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, Bartłomiej Kraszewski, Xinlian Liang, Jianchang Chen, Eero Ahokas, Kirsi Karila, Eugeniu Vezeteu, Petri Manninen, Roope Näsi, Heikki Hyyti, Siiri Pyykkönen, Peilun Hu, Juha Hyyppä
2026
ISPRS Journal of Photogrammetry and Remote Sensing
Effects of ground vegetation on terrestrial laser scanning-derived digital terrain models in boreal forests
Noora Tienaho, Tuomas Yrttimaa, Matti Vaaja, Ninni Saarinen, Mikko Vastaranta
2026
Scandinavian Journal of Forest Research
Three-Dimensional Multitemporal Game Engine Visualizations for Watershed Analysis, Lighting Simulation, and Change Detection in Built Environments
Heikki Kauhanen, Toni Rantanen, Petri Rönnholm, Osamabin Shafaat, Kaisa Jaalama, Arttu Julin, Matti Tapio Vaaja
2025
ISPRS International Journal of Geo-Information
On Voxel-Based Sampling of Planar Surface Areas from Photogrammetric UAV Data
Petri Rönnholm, Matti Tapio Vaaja, Hannu Hyyppä
2025
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
3D Change Detection of Urban Vegetation Using Integrated TLS and UAV Photogrammetry Point Clouds
Osamabin Shafaat, Heikki Kauhanen, Arttu Julin, Matti Tapio Vaaja
2025
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Comparative analysis of high-resolution UAV photogrammetry and terrestrial laser scanning for detecting and quantifying urban vegetation changes
Osamabin Shafaat, Heikki Kauhanen, Arttu Julin, Matti Tapio Vaaja
2025
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Comparing airborne laser scanning and UAV photogrammetry for estimating aboveground biomass of individual urban trees in Helsinki
Osamabin Shafaat, Heikki Kauhanen, Arttu Julin, Kaisa Jaalama, Matti Tapio Vaaja
2025
Urban Forestry and Urban Greening
Katoavaa fotorealismia
Marika Ahlavuo, Hannu Handolin, Sebastian Aho, Laura Lehtinen, Markus Sarlin, Fosa Kettunen, Matias Kettunen, Matti Kurkela, Matti Tapio Vaaja, Juha Hyyppä, Antero Kukko, Hannu Hyyppä
2024
Rakentamisen ajantasaisten toteumamallien mittausteknologiat
Hannu Hyyppä, Matti Kurkela, Arttu Julin, Marika Ahlavuo, Harri Kaartinen, Miika Kostamo, Antero Kukko, Toni Rantanen, Aimad el Issaoui, Matti Tapio Vaaja, Juha Hyyppä
2024
Maankäyttö