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)

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)

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)

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)

Feasibility of Multispectral Airborne Laser Scanning Data for Road Mapping. - Kirsi Karila; Leena Matikainen; Eetu Puttonen; Juha Hyyppä (IEEE Geosci. Remote. Sens. Lett., 2017)

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)

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; et al. (CoRR, 2025)