Antero Kukko
Adjunct Professor
Adjunct Professor
T213 Built Environment
Full researcher profile
https://research.aalto.fi/...
Email
antero.kukko@aalto.fi
Research groups
- MeMo, Adjunct Professor
Publications
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
Combining single-date mobile and multitemporal airborne laser scanning for retrospective estimation of individual tree growth over a 10-year period in boreal forests
Daniella Tavi, Jesse Muhojoki, Valtteri Soininen, Eric Hyyppä, Teemu Hakala, Ville Luoma, Antero Kukko, Xiaowei Yu, Mikko Vastaranta, Juha Hyyppä
2026
Science of Remote Sensing
Glacial ring forms on Axel Heiberg Island, Nunavut, Canada
Shannon M. Hibbard, Gordon R. Osinski, Etienne Godin, Chimira Andres, Antero Kukko, Shawn Chartrand, Anna Grau Galofre, A. Mark Jellinek, Wendy Boucher
2025
Cryosphere
Comparative Analysis of Ultra-Wideband and Mobile Laser Scanning Systems for Mapping Forest Trees under A Forest Canopy
Zuoya Liu, Harri Kaartinen, Teemu Hakala, Heikki Hyyti, Antero Kukko, Juha Hyyppa, Ruizhi Chen
2025
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Performance analysis of ultra-wideband positioning for measuring tree positions in boreal forest plots
Zuoya Liu, Harri Kaartinen, Teemu Hakala, Heikki Hyyti, Juha Hyyppä, Antero Kukko, Ruizhi Chen
2025
ISPRS Open Journal of Photogrammetry and Remote Sensing
Ultra-Wideband-Based Method for Measuring Tree Positions with Decimeter-Level Accuracy Under a Forest Canopy
Zuoya Liu, Harri Kaartinen, Teemu Hakala, Heikki Hyyti, Juha Hyyppa, Antero Kukko, Ruizhi Chen, Mikko Vastaranta
2025
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Simulation of ultra-fast structured illumination in single-photon sensitive single-pixel lidar
Jaakko Olkkonen, Josef Taher, Teemu Hakala, Antero Kukko, Harri Kaartinen, Juha Hyyppä
2025
Optics Express
Unsupervised deep learning for semantic segmentation of multispectral LiDAR forest point clouds
Lassi Ruoppa, Oona Oinonen, Josef Taher, Matti Lehtomäki, Narges Takhtkeshha, Antero Kukko, Harri Kaartinen, Juha Hyyppä
2025
ISPRS Journal of Photogrammetry and Remote Sensing
Direct integration of ALS and MLS for real-time localization and mapping
Eugeniu Vezeteu, Aimad El Issaoui, Heikki Hyyti, Teemu Hakala, Jesse Muhojoki, Eric Hyyppä, Antero Kukko, Harri Kaartinen, Ville Kyrki, Juha Hyyppä
2025
ISPRS Open Journal of Photogrammetry and Remote Sensing
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