CLUSTERING INCOMPLETE SPECTRAL DATA WITH ROBUST METHODS

by S. Äyrämö, I. Pölönen, M. A. Eskelinen
Published 2017-10-01

PIECEWISE ANOMALY DETECTION USING MINIMAL LEARNING MACHINE FOR HYPERSPECTRAL IMAGES

by A.-M. Raita-Hakola, I. Pölönen
Published 2021-06-01

MINIMAL LEARNING MACHINE IN ANOMALY DETECTION FROM HYPERSPECTRAL IMAGES

by I. Pölönen, K. Riihiaho, A.-M. Hakola, L. Annala
Published 2020-08-01

VARIABILITY OF REMOTE SENSING SPECTRAL INDICES IN BOREAL LAKE BASINS

by T. Hakala, I. Pölönen, E. Honkavaara, R. Näsi, T. Hakala, A. Lindfors
Published 2018-05-01

PRACTICAL APPROACH FOR HYPERSPECTRAL IMAGE PROCESSING IN PYTHON

by L. Annala, M. A. Eskelinen, J. Hämäläinen, A. Riihinen, I. Pölönen
Published 2018-04-01

CHOOSING OF OPTIMAL REFERENCE SAMPLES FOR BOREAL LAKE CHLOROPHYLL A CONCENTRATION MODELING USING AERIAL HYPERSPECTRAL DATA

by A.-L. Erkkilä, I. Pölönen, A. Lindfors, E. Honkavaara, K. Nurminen, R. Näsi
Published 2017-10-01

SPECTRAL IMAGING FROM UAVS UNDER VARYING ILLUMINATION CONDITIONS

by T. Hakala, E. Honkavaara, H. Saari, J. Mäkynen, J. Kaivosoja, L. Pesonen, I. Pölönen
Published 2013-08-01

TREE SPECIES RECOGNITION IN SPECIES RICH AREA USING UAV-BORNE HYPERSPECTRAL IMAGERY AND STEREO-PHOTOGRAMMETRIC POINT CLOUD

by S. Tuominen, R. Näsi, E. Honkavaara, A. Balazs, T. Hakala, N. Viljanen, I. Pölönen, H. Saari, J. Reinikainen
Published 2017-10-01

Autonomous hyperspectral UAS photogrammetry for environmental monitoring applications

by E. Honkavaara, T. Hakala, L. Markelin, A. Jaakkola, H. Saari, H. Ojanen, I. Pölönen, S. Tuominen, R. Näsi, T. Rosnell, N. Viljanen
Published 2014-11-01

UAS BASED TREE SPECIES IDENTIFICATION USING THE NOVEL FPI BASED HYPERSPECTRAL CAMERAS IN VISIBLE, NIR AND SWIR SPECTRAL RANGES

by R. Näsi, E. Honkavaara, S. Tuominen, H. Saari, I. Pölönen, T. Hakala, N. Viljanen, J. Soukkamäki, I. Näkki, H. Ojanen, J. Reinikainen
Published 2016-06-01

SNAPSHOT SPECTRAL AND COLOR IMAGING USING A REGULAR DIGITAL CAMERA WITH A MONOCHROMATIC IMAGE SENSOR

by J. Hauser, V. A. Zheludev, V. A. Zheludev, M. A. Golub, A. Averbuch, M. Nathan, O. Inbar, P. Neittaanmäki, I. Pölönen
Published 2017-10-01