| 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 | 101 | 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 | 56 | 2007 |
| Linear prediction in lossless compression of hyperspectral images JS Mielikainen, PJ Toivanen, A Kaarna Optical Engineering 42 (4), 1013-1018, 2003 | 46 | 2003 |
| 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 | 31 | 2003 |
| Compression of spectral images A Kaarna Vision Systems: Segmentation and Pattern Recognition, 2007 | 30 | 2007 |
| Lossless hyperspectral image compression via linear prediction JS Mielikainen, A Kaarna, PJ Toivanen Algorithms and Technologies for Multispectral, Hyperspectral, and …, 2002 | 30 | 2002 |
| Transform based lossy compression of multispectral images A Kaarna, J Parkkinen Pattern Analysis & Applications 4 (1), 39-50, 2001 | 30 | 2001 |
| 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 | 29 | 2004 |
| Integer PCA and wavelet transforms for multispectral image compression A Kaarna IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings …, 2001 | 28 | 2001 |
| Improved back end for integer PCA and wavelet transforms for lossless compression of multispectral images J Mielikainen, A Kaarna Object recognition supported by user interaction for service robots 2, 257-260, 2002 | 26 | 2002 |
| Multispectral image compression A Kaarna, P Zemcik, H Kalviainen, J Parkkinen Proceedings. Fourteenth International Conference on Pattern Recognition (Cat …, 1998 | 22 | 1998 |
| Compression and classification methods for hyperspectral images A Kaarna, P Toivanen, P Keränen Pattern Recognition and Image Analysis 16 (3), 413-424, 2006 | 18 | 2006 |
| Improved grouping and noise cancellation for automatic lossy compression of AVIRIS images N Ponomarenko, V Lukin, M Zriakhov, A Kaarna International Conference on Advanced Concepts for Intelligent Vision Systems …, 2010 | 16 | 2010 |
| 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 | 16 | 2006 |
| Multiwavelets in watermarking spectral images A Kaarna, J Parkkinen IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium …, 2004 | 16 | 2004 |
| Non-negative matrix factorization features from spectral signatures of AVIRIS images A Kaarna 2006 IEEE International Symposium on Geoscience and Remote Sensing, 549-552, 2006 | 15 | 2006 |
| 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 | 14 | 2009 |
| Digital watermarking of spectral images with three-dimensional wavelet transform A Kaarna, J Parkkinen Scandinavian Conference on Image Analysis, 320-327, 2003 | 14 | 2003 |
| An automatic approach to lossy compression of images corrupted by Poisson noise VV Lukin, MS Zriakhov, NN Ponomarenko, A Kaarna 2008 Microwaves, Radar and Remote Sensing Symposium, 139-142, 2008 | 13 | 2008 |
| PCA transform in watermarking spectral images A Kaarna, P Toivanen, K Mikkonen Journal of Imaging Science and Technology 48 (3), 183-193, 2004 | 12 | 2004 |
