| Compression of multispectral remote sensing images using clustering and spectral reduction A Kaarna, P Zemcik, H Kalviainen, J Parkkinen IEEE transactions on Geoscience and Remote Sensing 38 (2), 1073-1082, 2000 | 110 | 2000 |
| An automatic approach to lossy compression of AVIRIS images NN Ponomarenko, VV Lukin, MS Zriakhov, A Kaarna, J Astola 2007 IEEE International Geoscience and Remote Sensing Symposium, 472-475, 2007 | 88 | 2007 |
| Assessing the performance of deep learning models for multivariate probabilistic energy forecasting A Mashlakov, T Kuronen, L Lensu, A Kaarna, S Honkapuro Applied Energy 285, 116405, 2021 | 86 | 2021 |
| Linear prediction in lossless compression of hyperspectral images J Mielikainen, P Toivanen, A Kaarna Optical Engineering 42 (4), 1013-1017, 2003 | 58 | 2003 |
| Compression of spectral images A Kaarna, G Ohinata, A Dutta INTECH Open Access Publisher, 2007 | 45 | 2007 |
| Classification of computerized learning tools for introductory programming courses: learning approach T Rongas, A Kaarna, H Kalviainen IEEE International Conference on Advanced Learning Technologies, 2004 …, 2004 | 40 | 2004 |
| Digital watermarking of spectral images in PCA/wavelet-transform domain A Kaarna, P Toivanen IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium …, 2003 | 37 | 2003 |
| Integer PCA and wavelet transforms for multispectral image compression A Kaarna IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings …, 2001 | 32 | 2001 |
| Transform based lossy compression of multispectral images A Kaarna, J Parkkinen Pattern Analysis & Applications 4, 39-50, 2001 | 32 | 2001 |
| Using low-quality video sequences for fish detection and tracking E Lantsova, T Voitiuk, T Zudilova, A Kaarna 2016 SAI Computing Conference (SAI), 426-433, 2016 | 27 | 2016 |
| Improved back end for integer PCA and wavelet transforms for lossless compression of multispectral images J Mielikainen, A Kaarna 2002 International Conference on Pattern Recognition 2, 257-260, 2002 | 27 | 2002 |
| Lossy compression of images corrupted by mixed Poisson and additive Gaussian noise VV Lukin, SS Krivenko, MS Zriakhov, NN Ponomarenko, SK Abramov, ... 2009 International Workshop on Local and Non-Local Approximation in Image …, 2009 | 24 | 2009 |
| Automatic approaches to on-land/on-board filtering and lossy compression of AVIRIS images NN Ponomarenko, VV Lukin, MS Zriakhov, A Kaarna, J Astola IGARSS 2008-2008 IEEE International Geoscience and Remote Sensing Symposium …, 2008 | 24 | 2008 |
| Sequential spectral clustering of hyperspectral remote sensing image over bipartite graph A Hassanzadeh, A Kaarna, T Kauranne Applied Soft Computing 73, 727-734, 2018 | 23 | 2018 |
| Preliminary automatic analysis of characteristics of hypespectral AVIRIS images N Ponomarenko, V Lukin, M Zriakhov, A Kaarna 2006 International Conference on Mathematical Methods in Electromagnetic …, 2006 | 23 | 2006 |
| Multispectral image compression A Kaarna, P Zemcik, H Kalviainen, J Parkkinen Proceedings. Fourteenth International Conference on Pattern Recognition (Cat …, 1998 | 23 | 1998 |
| Probabilistic forecasting of battery energy storage state-of-charge under primary frequency control A Mashlakov, L Lensu, A Kaarna, V Tikka, S Honkapuro IEEE Journal on Selected Areas in Communications 38 (1), 96-109, 2019 | 22 | 2019 |
| Compression and classification methods for hyperspectral images A Kaarna, P Toivanen, P Keränen Pattern Recognition and Image Analysis 16, 413-424, 2006 | 21 | 2006 |
| Fish detection from low visibility underwater videos V Shevchenko, T Eerola, A Kaarna 2018 24th International Conference on Pattern Recognition (ICPR), 1971-1976, 2018 | 18 | 2018 |
| Improved grouping and noise cancellation for automatic lossy compression of AVIRIS images N Ponomarenko, V Lukin, M Zriakhov, A Kaarna Advanced Concepts for Intelligent Vision Systems: 12th International …, 2010 | 17 | 2010 |
