| 2018 | ICPR | Fish Detection from Low Visibility Underwater Videos. | Violetta Shevchenko, Tuomas Eerola, Arto Kaarna |
| 2017 | IECON | A hybrid method for short-term electricity consumption prediction. | X. Z. Gao, Arto Kaarna, Lasse Lensu, Samuli Honkapuro |
| 2016 | IGARSS | A multi-manifold clustering algorithm for hyperspectral remote sensing imagery. | Aidin Hassanzadeh, Tuomo Kauranne, Arto Kaarna |
| 2016 | SSPR | Outlier Robust Geodesic K-means Algorithm for High Dimensional Data. | Aidin Hassanzadeh, Arto Kaarna, Tuomo Kauranne |
| 2014 | ICISP | Spectral Colour Differences through Interpolation. | Arto Kaarna, Joni Taipale, Lasse Lensu |
| 2010 | ACIVS | Spectral Matching Functions and Ellipse Mappings in Search for More Uniform Chromaticity and Color Spaces. | Maryam Pahjehfouladgaran, Arto Kaarna |
| 2010 | ACIVS | Improved Grouping and Noise Cancellation for Automatic Lossy Compression of AVIRIS Images. | Nikolay N. Ponomarenko, Vladimir V. Lukin, Mikhail Zriakhov, Arto Kaarna |
| 2009 | ACIVS | Quality of Reconstructed Spectrum for Watermarked Spectral Images Subject to Various Illumination Conditions. | Konstantin Krasavin, Jussi Parkkinen, Arto Kaarna, Timo Jskelinen |
| 2008 | ICIW | Data Repository and Data Layer in Hyperbook System Using XML RDBS. | Abdoulmajid Hakki, Arto Kaarna |
| 2008 | IGARSS | Automatic Approaches to On-Land/On-Board Filtering and Lossy Compression of AVIRIS Images. | Nikolay N. Ponomarenko, Vladimir V. Lukin, Mikhail Zriakhov, Arto Kaarna, Jaakko Astola |
| 2008 | IGARSS | Comparing Sampling Methods in Faster Computation of Non-Negative Tensor Factorization of Spectral Images. | Arto Kaarna, Alexey Andriyashin |
| 2008 | IGARSS | Principal Component Analysis in Multiple Description Coding of Spectral Images. | Arto Kaarna, Andrey Norkin, Jaakko Astola |
| 2008 | IGARSS | Sea Ice SAR Feature Extraction by Non-Negative Matrix and Tensor Factorization. | Juha Karvonen, Arto Kaarna |
| 2007 | IGARSS | An automatic approach to lossy compression of AVIRIS images. | Nikolay N. Ponomarenko, Vladimir V. Lukin, Mikhail Zriakhov, Arto Kaarna, Jaakko Astola |
| 2006 | IGARSS | Non-negative Matrix Factorization Features from Spectral Signatures of AVIRIS Images. | Arto Kaarna |
| 2005 | IGARSS | Companding and PCA compression of spectrum sets. | Arto Kaarna |
| 2005 | IGARSS | NURBS representation for sets of spectral signatures. | Arto Kaarna |
| 2004 | ICALT | Classification of Computerized Learning Tools for Introductory Programming Courses: Learning Approach. | Timo Rongas, Arto Kaarna, Heikki Klviinen |
| 2004 | IGARSS | Companding of spectra from spectral images for reducing noise from coarse quantization. | Arto Kaarna |
| 2004 | IGARSS | Zero-order entropy in estimating bit allocation for eigenimages in PCA/wavelet compression of spectral images. | Arto Kaarna |
| 2004 | IGARSS | Multiwavelets in watermarking spectral images. | Arto Kaarna, Jussi Parkkinen |
| 2003 | IGARSS | Geometric correction and classification of images in change detection of water plants in Soinilansalmi. | Arto Kaarna, Heikki Klviinen, Alexey Anufriev, Jukka Mankki, Terhi Malkavaara, Matti Jantunen |
| 2003 | IGARSS | Digital watermarking of spectral images in PCA/wavelet-transform domain. | Arto Kaarna, Pekka J. Toivanen |
| 2002 | ICPR | Improved Back End for Integer PCA and Wavelet Transforms for Lossless Compression of Multispectral Images. | Jarno Mielikinen, Arto Kaarna |
| 2002 | IGARSS | Pattern recognition methods as tools of restoration project in Maavesi water area. | Arto Kaarna, R. Spacil, Matti Jantunen |
| 2000 | ICPR | Wavelet Filter Selection in Multispectral Image Compression. | Arto Kaarna, Jussi Parkkinen |
| 1998 | ICPR | Multispectral image compression. | Arto Kaarna, Pavel Zemck, Heikki Klviinen, Jussi Parkkinen |