Leena Matikainen

According to our database, Leena Matikainen authored at least 10 papers between 2005 and 2026.

Collaborative distances:

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

2026

Multispectral airborne laser scanning dataset for tree species classification: MS-ALS-SPECIES.

Matti Hyyppä, Klaara Salolahti, Eric Hyyppä, Xiaowei Yu, Josef Taher, Leena Matikainen, Matti Lehtomäki, Paula Litkey, Teemu Hakala, Harri Kaartinen, Juha Hyyppä, Antero Kukko

CoRR, April, 2026

Riverine Land Cover Mapping through Semantic Segmentation of Multispectral Point Clouds.

Sopitta Thurachen, Josef Taher, Matti Lehtomäki, Leena Matikainen, Linnea Blåfield, Mikel Calle Navarro, Antero Kukko, Tomi Westerlund, Harri Kaartinen

CoRR, March, 2026

2025

Multispectral airborne laser scanning for species classification in Espoonlahti (MS-ALS-SPECIES) dataset.

Matti Hyyppä, Klaara Salolahti, Eric Hyyppä, Xiaowei Yu, Josef Taher, Leena Matikainen, Paula Litkey, Matti Lehtomäki, Teemu Hakala, Harri Kaartinen, Juha Hyyppä, Antero Kukko

Dataset, September, 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

2024

Unsupervised semantic segmentation of urban high-density multispectral point clouds.

Oona Oinonen, Lassi Ruoppa, Josef Taher, Matti Lehtomäki, Leena Matikainen, Kirsi Karila, Teemu Hakala, Antero Kukko, Harri Kaartinen, Juha Hyyppä

CoRR, 2024

2017

Feasibility of Multispectral Airborne Laser Scanning Data for Road Mapping.

Kirsi Karila, Leena Matikainen, Eetu Puttonen, Juha Hyyppä

IEEE Geosci. Remote. Sens. Lett., 2017

2013

An Object-Based Approach for Mapping Shrub and Tree Cover on Grassland Habitats by Use of LiDAR and CIR Orthoimages.

Thomas Hellesen, Leena Matikainen

Remote. Sens., 2013

2011

Segment-Based Land Cover Mapping of a Suburban Area - Comparison of High-Resolution Remotely Sensed Datasets Using Classification Trees and Test Field Points.

Leena Matikainen, Kirsi Karila

Remote. Sens., 2011

2010

Automatic Detection of Buildings and Changes in Buildings for Updating of Maps.

Leena Matikainen, Juha Hyyppä, Eero Ahokas, Lauri Markelin, Harri Kaartinen

Remote. Sens., 2010

2005

Measurement of directional and spectral signatures of light reflectance by snow.

Jouni Peltoniemi, Sanna Kaasalainen, Jyri Näränen, Leena Matikainen, Jukka Piironen

IEEE Trans. Geosci. Remote. Sens., 2005