Multispectral image compression. - Arto Kaarna; Pavel Zemcík; Heikki Kälviäinen; Jussi Parkkinen (ICPR, 1998)

Blockwise distortion measure for lossy compression of multispectral images. - Arto Kaarna; Jussi Parkkinen (EUSIPCO, 2000)

Wavelet Filter Selection in Multispectral Image Compression. - Arto Kaarna; Jussi Parkkinen (ICPR, 2000)

Compression of multispectral remote sensing images using clustering and spectral reduction. - Arto Kaarna; Pavel Zemcík; Heikki Kälviäinen; Jussi Parkkinen (IEEE Trans. Geosci. Remote. Sens., 2000)

Cursive Script Recognition using Wildcards and Multiple Experts. - Arto Kaarna; Jussi Parkkinen (Pattern Anal. Appl., 2001)

Chromaticity Difference from Surfaces Defined from MacAdam Ellipses. - Arto Kaarna; Pekka J. Toivanen; Toni Kuparinen (CGIV, 2002)

Improved Back End for Integer PCA and Wavelet Transforms for Lossless Compression of Multispectral Images. - Jarno Mielikäinen; Arto Kaarna (ICPR (2), 2002)

Pattern recognition methods as tools of restoration project in Maavesi water area. - Arto Kaarna; R. Spacil; Matti Jantunen (IGARSS, 2002)

Geometric correction and classification of images in change detection of water plants in Soinilansalmi. - Arto Kaarna; Heikki Kälviäinen; Alexey Anufriev; Jukka Mankki; Terhi Malkavaara; Matti Jantunen (IGARSS, 2003)

Digital watermarking of spectral images in PCA/wavelet-transform domain. - Arto Kaarna; Pekka J. Toivanen (IGARSS, 2003)

Watermarking Spectral Images Through the PCA Transform. - Arto Kaarna; Pekka J. Toivanen; Kimmo Mikkonen (PICS, 2003)

Environmental Monitoring Using Image Analysis. - Alexey Anufriev; Heikki Kälviäinen; Arto Kaarna (SCIA, 2003)

Digital Watermarking of Spectral Images with Three-Dimensional Wavelet Transform. - Arto Kaarna; Jussi Parkkinen (SCIA, 2003)

Enhanced Model for Chromaticity Differences. - Toni Kuparinen; Arto Kaarna; Pekka J. Toivanen (SCIA, 2003)

PCA Component Mixing for Watermark Embedding in Spectral Images. - Arto Kaarna; Vladimir Botchko; Pavel Galibarov (CGIV, 2004)

Computational Model for Chromaticity Differences. - Toni Kuparinen; Arto Kaarna; Pekka J. Toivanen (CGIV, 2004)

Multidimensional median filtering of spectral images. - Pekka J. Toivanen; Jarkko Vartiainen; Arto Kaarna (CGIV, 2004)

Classification of Computerized Learning Tools for Introductory Programming Courses: Learning Approach. - Timo Rongas; Arto Kaarna; Heikki Kälviäinen (ICALT, 2004)

Companding of spectra from spectral images for reducing noise from coarse quantization. - Arto Kaarna (IGARSS, 2004)

Zero-order entropy in estimating bit allocation for eigenimages in PCA/wavelet compression of spectral images. - Arto Kaarna (IGARSS, 2004)

Multiwavelets in watermarking spectral images. - Arto Kaarna; Jussi Parkkinen (IGARSS, 2004)

Companding and PCA compression of spectrum sets. - Arto Kaarna (IGARSS, 2005)

NURBS representation for sets of spectral signatures. - Arto Kaarna (IGARSS, 2005)

A Novel Technique of Spectral Image Quality Assessment Based on Structural Similarity Measure. - Diana Kalenova; Dobromir Dochev; Vladimir Bochko; Pekka J. Toivanen; Arto Kaarna (CGIV, 2006)

Non-negative Matrix Factorization Features from Spectral Signatures of AVIRIS Images. - Arto Kaarna (IGARSS, 2006)

An automatic approach to lossy compression of AVIRIS images. - Nikolay N. Ponomarenko; Vladimir V. Lukin; Mikhail Zriakhov; Arto Kaarna; Jaakko Astola (IGARSS, 2007)

Spectral Filtering for Color Discrimination Enhancement. - Ken Nishino; Arto Kaarna; Kanae Miyazawa; Shigeki Nakauchi (CIC, 2007)

Multiresolution Approach in Computing NTF. - Arto Kaarna; Alexey Andriyashin; Shigeki Nakauchi; Jussi Parkkinen (SCIA, 2007)

NTF vs. PCA Features for Searching in a Spectral Image Database. - Alexey Andriyashin; Arto Kaarna; Timo Jääskeläinen; Jussi Parkkinen (CGIV/MCS, 2008)

Robustness of Watermarking Spectral Images with 3D Wavelet Transform Subject to Various Illumination Conditions. - Konstantin Krasavin; Jussi Parkkinen; Arto Kaarna; Timo Jääskeläinen (CGIV/MCS, 2008)

Data Repository and Data Layer in Hyperbook System Using XML RDBS. - Abdoulmajid Hakki; Arto Kaarna (ICIW, 2008)

Comparing Sampling Methods in Faster Computation of Non-Negative Tensor Factorization of Spectral Images. - Arto Kaarna; Alexey Andriyashin (IGARSS (3), 2008)

Principal Component Analysis in Multiple Description Coding of Spectral Images. - Arto Kaarna; Andrey Norkin; Jaakko Astola (IGARSS (3), 2008)

Sea Ice SAR Feature Extraction by Non-Negative Matrix and Tensor Factorization. - Juha Karvonen; Arto Kaarna (IGARSS (4), 2008)

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 (IGARSS (3), 2008)

Quality of Reconstructed Spectrum for Watermarked Spectral Images Subject to Various Illumination Conditions. - Konstantin Krasavin; Jussi Parkkinen; Arto Kaarna; Timo Jääskeläinen (ACIVS, 2009)

Spectral Matching Functions and Ellipse Mappings in Search for More Uniform Chromaticity and Color Spaces. - Maryam Pahjehfouladgaran; Arto Kaarna (ACIVS (1), 2010)

Improved Grouping and Noise Cancellation for Automatic Lossy Compression of AVIRIS Images. - Nikolay N. Ponomarenko; Vladimir V. Lukin; Mikhail Zriakhov; Arto Kaarna (ACIVS (2), 2010)

Spectral Colour Differences through Interpolation. - Arto Kaarna; Joni Taipale; Lasse Lensu (ICISP, 2014)

Deep Learning for Facial Keypoints Detection. - Mikko Haavisto; Arto Kaarna; Lasse Lensu (VISAPP (2), 2015)

A multi-manifold clustering algorithm for hyperspectral remote sensing imagery. - Aidin Hassanzadeh; Tuomo Kauranne; Arto Kaarna (IGARSS, 2016)

Outlier Robust Geodesic K-means Algorithm for High Dimensional Data. - Aidin Hassanzadeh; Arto Kaarna; Tuomo Kauranne (S+SSPR, 2016)

A hybrid method for short-term electricity consumption prediction. - X. Z. Gao 001; Arto Kaarna; Lasse Lensu; Samuli Honkapuro (IECON, 2017)

Unsupervised Multi-manifold Classification of Hyperspectral Remote Sensing Images with Contractive Autoencoder. - Aidin Hassanzadeh; Arto Kaarna; Tuomo Kauranne (SCIA (2), 2017)

Deep Metric Learning for Color Differences. - Fedor Zolotarev; Arto Kaarna (EUVIP, 2018)

Fish Detection from Low Visibility Underwater Videos. - Violetta Shevchenko; Tuomas Eerola; Arto Kaarna (ICPR, 2018)

Sequential spectral clustering of hyperspectral remote sensing image over bipartite graph. - Aidin Hassanzadeh; Arto Kaarna; Tuomo Kauranne (Appl. Soft Comput., 2018)

Probabilistic Forecasting of Battery Energy Storage State-of-Charge under Primary Frequency Control. - Aleksei Mashlakov; Lasse Lensu; Arto Kaarna; Ville Tikka; Samuli Honkapuro (IEEE J. Sel. Areas Commun., 2020)

Vital Sign Detection Using Short-range mm-Wave Pulsed Radar. - Nima Bahmani; Markku Rouvala; Arto Kaarna (LifeTech, 2021)