Sorted by their type or year. PDFs available upon request (by e-mail).

Publications of Kamarainen [rss]
Books
[2011] Facial Feature Representation (J.-K. Kamarainen, A. Hadid, M. Pietikäinen), Chapter in Handbook of Face Recognition, Springer, 2011. ([info]) [bib]
Refereed Articles
[2011] Bayesien network model of overall print quality: construction and structural optimisation (T. Eerola, L. Lensu, J.-K. Kamarainen, T. Leisti, R. Ritala, G. Nyman, H. Kälviäinen), In Pattern Recognition Letters, volume 32, 2011. ([pdf]) [bib]
[2011] Thresholding based detection of fine and sparse details (A. Drobchenko, J.-K. Kamarainen, L. Lensu, J. Vartiainen, H. Kälviäinen, T. Eerola), In Frontiers of Electrical and Electronic Engineering in China, volume 6, 2011. [bib]
[2010] Full Reference Printed Image Quality: Measurement Framework and Statistical Evaluation (T. Eerola, J.-K. Kamarainen, L. Lensu, T. Leisti, R. Halonen, H. Kälviäinen, G. Nyman, P. Oittinen), In Journal of Imaging Science and Technology (JIST), volume 54, 2010. (Charles E. Ives Journal Award for the best paper) () [bib]
[2008] Detection of irregularities in regular patterns (J. Vartiainen, A. Sadovnikov, J.-K. Kamarainen, L. Lensu, H. Kälviäinen), In Machine Vision and Applications, volume 19, 2008. ([pdf]) [bib]
[2008] Image feature localization by multiple hypothesis testing of Gabor features (J. Ilonen, J.-K. Kamarainen, P. Paalanen, M. Hamouz, J. Kittler, H. Kälviäinen), In IEEE Transactions on Image Processing, volume 17, 2008. ([pdf]) () [bib]
[2007] Local and Global Gabor Features for Object Recognition (J.-K. Kamarainen, V. Kyrki, H. Kälviäinen), In Pattern Recognition and Image Analysis, volume 17, 2007. [bib]
[2006] Measuring Translation Shiftability of Frames (J. Sampo, J.-K. Kamarainen, M. Heiliö, H. Kälviäinen), In Computers & Mathematics with Applications, volume 52, 2006. [bib]
[2006] Feature Representation and Discrimination Based on Gaussian Mixture Model Probability Densities - Practices and Algorithms (P. Paalanen, J.-K. Kamarainen, J. Ilonen, H. Kälviäinen), In Pattern Recognition, volume 39, 2006. ([pdf]) () [bib]
[2006] Invariance Properties of Gabor Filter Based Features - Overview and Applications (J.-K. Kamarainen, V. Kyrki, H. Kälviäinen), In IEEE Transactions on Image Processing, volume 15, 2006. ([pdf]) () [bib]
[2006] Toward Automatic Forecasts for Diffusion of Innovations (J. Ilonen, J.-K. Kamarainen, K. Puumalainen, S. Sundqvist, H. Kälviäinen), In Technological Forecasting & Social Change, volume 73, 2006. [bib]
[2005] Fundamental Frequency and Global Gabor Features (J.-K. Kamarainen, V. Kyrki, H. Kälviäinen), In Pattern Recognition and Image Analysis, volume 15, 2005. [bib]
[2005] Intelligent Information Processing: Machine Vision and Pattern Recognition Applications (H. Kälviäinen, J.-K. Kamarainen), In Pattern Recognition and Image Analysis, volume 15, 2005. [bib]
[2005] Diagnosis Tool for Motor Condition Monitoring (J. Ilonen, J.-K. Kamarainen, T. Lindh, J. Ahola, H. Kälviäinen, J. Partanen), In IEEE Transactions on Industry Applications, volume 41, 2005. [bib]
[2005] Feature-based affine-invariant localization of faces (M. Hamouz, J. Kittler, J.-K. Kamarainen, P. Paalanen, H. Kälviäinen, J. Matas), In IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 27, 2005. () [bib]
[2004] Simple Gabor Feature Space for Invariant Object Recognition (V. Kyrki, J.-K. Kamarainen, H. Kälviäinen), In Pattern Recognition Letters, volume 25, 2004. ([pdf]) () [bib]
[2003] Improving Similarity Measures of Histograms Using Smoothing Projections (J.-K. Kamarainen, V. Kyrki, J. Ilonen), In Pattern Recognition Letters, volume 24, 2003. [bib]
[2003] Differential Evolution Training Algorithm for Feed-Forward Neural Networks (J. Ilonen, J.-K. Kamarainen, J. Lampinen), In Neural Processing Letters, volume 17, 2003. [bib]
[2001] Neural Prediction of Hydrogen in Vacuum Tank Degassing (E. Saarelainen, J.-K. Kamarainen, H. Kälviäinen, R. Väinölä), In Iron & Steelmaker, volume 28, 2001. [bib]
Refereed Conference Papers
[2011] Projector calibration by ''inverse camera calibration'' (I. Martynov, J.-K. Kamarainen, L. Lensu), In Scandinavian Conf. on Image Analysis (SCIA2011), 2011. ([pdf]) [bib]
[2011] Local Feature Based Unsupervised Alignment of Object Class Images (J. Lankinen, J.-K. Kamarainen), In British Machine Vision Conference (BMVC2011), 2011. ([pdf]) () [bib]
[2010] Narrow Baseline GLSL Multiview Stereo (P. Paalanen, J.-K. Kamarainen), In 3D Data Processing, Visualization and Transmission (3DPVT), 2010. ([pdf]) () [bib]
[2010] Making Visual Object Categorization More Challenging: Randomized Caltech-101 Data Set (T. Kinnunen, J.-K. Kamarainen, L. Lensu, J. Lankinen, H. Kälviäinen), In 20th Int. Conf. on Pattern Recognition (ICPR2010), 2010. ([pdf]) () [bib]
[2010] Unsupervised Visual Object Categorisation via Self-Organisation (T. Kinnunen, J.-K. Kamarainen, L. Lensu, H. Kälviäinen), In 20th Int. Conf. on Pattern Recognition (ICPR2010), 2010. ([pdf]) () [bib]
[2010] Learning and Detection of Object Landmarks in Canonical Object Space (J.-K. Kamarainen, J. Ilonen), In 20th Int. Conf. on Pattern Recognition (ICPR2010), 2010. ([pdf]) () [bib]
[2009] Image Based Quantitative Mosaic Evaluation with Artificial Video (P. Paalanen, J.-K. Kamarainen, H. Kälviäinen), In Scandinavian Conf. on Image Analysis (SCIA2009), 2009. [bib]
[2009] Bag-of-Features Codebook Generation by Self-Organisation (T. Kinnunen, J.-K. Kamarainen, L. Lensu, H. Kälviäinen), In 7th Int. Workshop on Self-Organizing Maps (WSOM2009), 2009. [bib]
[2009] The role of model-based illumination correction in processing colour eye fundus images (T. Kauppi, L. Lensu, J.-K. Kamarainen, P. Fält, M. Hauta-Kasari, J. Hiltunen, V. Kalesnykiene, I. Sorri, H. Uusitalo, H. Kälviäinen, J. Pietilä), In Medical Physics and Biomedical Engineering World Congress (WC2009), 2009. [bib]
[2009] Fusion of multiple expert annotations and overall score selection for medical image diagnosis (T. Kauppi, J.-K. Kamarainen, L. Lensu, V. Kalesnykiene, I. Sorri, H. Kälviäinen, H. Uusitalo, J. Pietilä), In Scandinavian Conf. on Image Analysis (SCIA2009), 2009. [bib]
[2009] Framework for Applying Full Reference Digital Image Quality Measures to Printed Images (T. Eerola, J.-K. Kamarainen, L. Lensu, H. Kälviäinen), In Scandinavian Conf. on Image Analysis (SCIA2009), 2009. [bib]
[2008] Towards online 3D reconstruction (P. Paalanen, V. Kyrki, J.-K. Kamarainen), In ECCV Workshop on Vision in Action, 2008. [bib]
[2008] Is there hope for predicting human visual quality experience? (T. Eerola, J.-K. Kamarainen, T. Leisti, R. Halonen, L. Lensu, H. Kälviäinen, G. Nyman, P. Oittinen), In IEEE Int. Conf. on Systems, Man and Cybernetics, 2008. [bib]
[2008] Finding best measurable quantities for predicting human visual quality experience (T. Eerola, J.-K. Kamarainen, T. Leisti, R. Halonen, L. Lensu, H. Kälviäinen, P. Oittinen, G. Nyman), In IEEE Int. Conf. on Systems, Man and Cybernetics, 2008. [bib]
[2007] Real-Time On-Screen Mosaic Rendering (P. Paalanen, J.-K. Kamarainen, L. Lensu, V. Kyrki, H. Kälviäinen), In Finnish Signal Processing Symposium, 2007. [bib]
[2007] Goniometric Imaging of Paper Gloss (T. Kauppi, A. Sadovnikov, L. Lensu, J.-K. Kamarainen, P. Silfsten, H. Kälviäinen), In IAPR Conf. on Machine Vision Applications, 2007. [bib]
[2007] Asiantuntijatiedon käyttö silmänpohjakuvien automaattisessa tulkinnassa (T. Kauppi, V. Kalesnykiene, L. Lensu, J.-K. Kamarainen, I. Sorri, A. Raninen, R. Voutilainen, H. Kälviäinen, J. Pietilä, H. Uusitalo), In , 2007. () [bib]
[2007] DIARETDB1 diabetic retinopathy database and evaluation protocol (T. Kauppi, V. Kalesnykiene, J.-K. Kamarainen, L. Lensu, I. Sorri, A. Raninen, R. Voutilainen, J. Pietilä, H. Kälviäinen, H. Uusitalo), In Medical Image Understanding and Analysis (MIUA2007), 2007. [bib]
[2007] The DIARETDB1 diabetic retinopathy database and evaluation protocol (T. Kauppi, V. Kalesnykiene, J.-K. Kamarainen, L. Lensu, I. Sorri, A. A. Raninen, R. Voutilainen, H. Uusitalo, H. Kälviäinen, J. Pietilä), In British Machine Vision Conference (BMVC2007), volume 1, 2007. [bib]
[2007] Object Localisation Using Generative Probability Model for Spatial Constellation and Local Image Features (J.-K. Kamarainen, M. Hamouz, J. Kittler, P. Paalanen, J. Ilonen, A. Drobchenko), In ICCV Workshop on Non-Rigid Registration and Tracking Through Learning, 2007. ([pdf]) [bib]
[2007] Fast extraction of multi-resolution Gabor features (J. Ilonen, J.-K. Kamarainen, H. Kälviäinen), In 14th International Conference on Image Analysis and Processing, 2007. [bib]
[2007] Visual Print Quality Evaluation Using Computational Features (T. Eerola, J.-K. Kamarainen, L. Lensu, H. Kälviäinen), In 3rd Int. Symposium on Visual Computing, volume 1, 2007. [bib]
[2007] Object class detection using local image features and point pattern matching constellation search (A. Drobchenko, J. Ilonen, J.-K. Kamarainen, A. Sadovnikov, H. Kälviäinen, M. Hamouz), In Scandinavian Conf. on Image Analysis (SCIA2007), 2007. [bib]
[2006] Automating visual inspection of print quality (J. Vartiainen, S. Lyden, A. Sadovnikov, J.-K. Kamarainen, L. Lensu, H. Kälviäinen), In Int. Conf. on Image Analysis and Recognition, volume 2, 2006. [bib]
[2006] Detecting irregularities in regular patterns (J. Vartiainen, L. Lensu, J.-K. Kamarainen, A. Sadovnikov, H. Kälviäinen), In 18th Int. Conf. on Pattern Recognition (ICPR2006), 2006. [bib]
[2006] Model Based Generation of Random Stimuli and Parameter Analysis for Print Unevenness Evaluation (A. Sadovnikov, L. Lensu, J.-K. Kamarainen, H. Kälviäinen), In Proc. of the 29th European Conference on Visual Perception, 2006. [bib]
[2006] Toward systemized collection of expert knowledge for fundus images in diabetic retinopathy (T. Kauppi, V. Kalesnykiene, L. Lensu, J.-K. Kamarainen, I. Sorri, H. Kälviäinen, J. Pietilä, H. Uusitalo), In Engineering the Eye II: Imaging the Retina, 2006. [bib]
[2006] Gaussian mixture pdf in one-class classification: computing and utilizing confidence values (J. Ilonen, P. Paalanen, J.-K. Kamarainen, H. Kälviäinen), In 18th Int. Conf. on Pattern Recognition (ICPR2006), 2006. [bib]
[2006] Object categorization using self-organization over visual appearance (J. Ilonen, J.-K. Kamarainen), In Int. Joint Conf. on Neural Networks (IJCNN2006), 2006. [bib]
[2005] Detection of Irregularities in Regular Dot Patterns (A. Sadovnikov, J. Vartiainen, J.-K. Kamarainen, L. Lensu, H. Kälviäinen), In IAPR Conf. on Machine Vision Applications, 2005. [bib]
[2005] Mottling Assessment of Solid Printed Areas and Its Correlation to Perceived Uniformity (A. Sadovnikov, P. Salmela, L. Lensu, J.-K. Kamarainen, H. Kälviäinen), In 14th Scandinavian Conf. of Image Analysis (SCIA2005), 2005. [bib]
[2005] Quantified and Perceived Unevenness of Solid Printed Areas (A. Sadovnikov, L. Lensu, J.-K. Kamarainen, H. Kälviäinen), In 10th Iberoamerican Congress on Pattern Recognition, 2005. [bib]
[2005] Object Evidence Extraction Using Simple Gabor Features and Statistical Ranking (J.-K. Kamarainen, J. Ilonen, P. Paalanen, M. Hamouz, H. Kälviäinen, J. Kittler), In 14th Scandinavian Conf. of Image Analysis (SCIA2005), 2005. [bib]
[2005] Toward Automatic Motor Condition Diagnosis (J. Ilonen, P. Paalanen, J.-K. Kamarainen, T. Lindh, J. Ahola, H. Kälviäinen, J. Partanen), In 14th Scandinavian Conf. of Image Analysis (SCIA2005), 2005. [bib]
[2005] Automated Pattern Recognition for the Detection of Diabetic Changes in Digital Fundus Images (J. Forsstrom, V. Kalesnykiene, M. Kuivalainen, I. Sorri, H. Uusitalo, J.-K. Kamarainen), In ARVO 2005 Annual Meeting, 2005. [bib]
[2005] Thresholding Based Detection of Fine and Sparse Details (A. Drobchenko, J. Vartiainen, J.-K. Kamarainen, L. Lensu, H. Kälviäinen), In IAPR Conf. on Machine Vision Applications, 2005. [bib]
[2004] Measuring Shiftability of Frames of Regular Translates (J. Sampo, J.-K. Kamarainen, M. Heiliö, H. Kälviäinen), In 6th Nordic Signal Processing Symposium, 2004. [bib]
[2004] Fundamental Frequency and Global Gabor Features (J.-K. Kamarainen, V. Kyrki, H. Kälviäinen), In 7th Int. Conf. on Pattern Recognition and Image Analysis: New Information Technologies, volume 1, 2004. [bib]
[2004] PAPVISION: Paper and Board Printability Tests by Machine Vision in the Paper Making and Printing Industry (H. Kälviäinen, A. Sadovnikov, P. Salmela, A. Drobchenko, J.-K. Kamarainen, L. Lensu, P. P. Saarinen, J. Vartiainen), In ECCV Workshop on Applications of Computer Vision, 2004. [bib]
[2004] Intelligent Information Processing: Machine Vision and Pattern Recognition Applications (H. Kälviäinen, J.-K. Kamarainen), In 7th Int. Conf. on Pattern Recognition and Image Analysis: New Information Technologies, volume 3, 2004. [bib]
[2004] Affine-Invariant Face Detection and Localization Using GMM-based Feature Detector and Enhanced Appearance Model (M. Hamouz, J. Kittler, J.-K. Kamarainen, P. Paalanen, H. Kälviäinen), In 6th Int. Conf. on Automatic Face and Gesture Recognition (FG2004), 2004. [bib]
[2003] Bearing Damage Detection Based on Statistical Discrimination of Stator Current (T. Lindh, J. Ahola, J.-K. Kamarainen, V. Kyrki, J. Partanen), In 4th IEEE Int. Symposium on Diagnostics for Electric Machines, Power Electronics and Drives, 2003. [bib]
[2003] Simple Gabor Feature Space for Invariant Object Recognition (V. Kyrki, J.-K. Kamarainen), In 5th Int. Conf. on Advanced Concepts for Intelligent Vision Systems Theory and Applications, 2003. [bib]
[2003] Statistical Signal Discrimination for Condition Diagnosis (J.-K. Kamarainen, V. Kyrki, T. Lindh, J. Ahola, J. Partanen), In Finnish Signal Processing Symposium, 2003. [bib]
[2003] The Global Diffusion of Internet and Wireless Subscriptions: A Neural Network Approach (J. Ilonen, K. Puumalainen, S. Sundqvist, J.-K. Kamarainen, H. Kälviäinen), In , 2003. () [bib]
[2003] Hypotheses-driven affine invariant localization of faces in verification systems (M. Hamouz, J. Kittler, J.-K. Kamarainen, H. Kälviäinen), In 4th Int. Conf. on the Audio- and Video-Based Biometric Person Authentication (AVBPA2003), 2003. [bib]
[2002] Forecasting the Critical Mass of Wireless Communications (S. Sundqvist, L. Frank, K. Puumalainen, J.-K. Kamarainen, S. Pitkänen), In Australian and New Zealand Marketing Academy Conf., 2002. [bib]
[2002] Invariant Gabor Features for Face Evidence Extraction (J.-K. Kamarainen, V. Kyrki, M. Hamouz, J. Kittler, H. Kälviäinen), In IAPR Workshop on Machine Vision Applications, 2002. [bib]
[2002] Robustness of Gabor Feature Parameter Selection (J.-K. Kamarainen, V. Kyrki, H. Kälviäinen), In IAPR Workshop on Machine Vision Applications, 2002. [bib]
[2002] Noise Tolerant Object Recognition Using Gabor Filtering (J.-K. Kamarainen, V. Kyrki, H. Kälviäinen), In 14th Int. Conf. on Digital Signal Processing, volume 2, 2002. [bib]
[2002] Fundamental Frequency Gabor Filters for Object Recognition (J.-K. Kamarainen, V. Kyrki, H. Kälviäinen), In 16th Int. Conf. on Pattern Recognition (ICPR2002), volume 1, 2002. [bib]
[2002] Automatic Detection and Recognition of Hazardous Chemical Agents (J. Ilonen, J.-K. Kamarainen, H. Kälviäinen, O. Anttalainen), In 14th Int. Conf. on Digital Signal Processing, volume 2, 2002. [bib]
[2001] Content-Based Image Matching Using Gabor Filtering (V. Kyrki, J.-K. Kamarainen, H. Kälviäinen), In 3rd Int. Conf. on Advanced Concepts for Intelligent Vision Systems Theory and Applications, 2001. [bib]
[2001] Invariant Shape Recognition using Global Gabor Features (V. Kyrki, J.-K. Kamarainen, H. Kälviäinen), In 12th Scandinavian Conf. on Image Analysis (SCIA2001), 2001. [bib]
[2001] Similarity Measures for Ordered Histograms (J.-K. Kamarainen, V. Kyrki, H. Kälviäinen), In 12th Scandinavian Conf. on Image Analysis (SCIA2001), 2001. [bib]
[2000] Visual Quality Control of the Vacuum Tank Degassing (J.-K. Kamarainen, H. Kälviäinen, K. Terho, E. Saarelainen), In IFAC Workshop on Future Trends in Automation in Mineral and Metal Processing, 2000. [bib]
[2000] Neural Prediction of Hydrogen in Vacuum Tank Degassing (J.-K. Kamarainen, H. Kälviäinen, E. Saarelainen, R. Väinölä), In 58th Electric Furnace Conference and 17th Process Technology Conf., 2000. [bib]
Other Publications
[2009] Experimental Study on Fast 2D Homography Estimation from a Few Point Correspondences (J.-K. Kamarainen, P. Paalanen), Technical report, Department of Information Technology, Lappeenranta University of Technology, 2009. ([pdf]) [bib]
[2007] Image Based Quantitative Mosaic Evaluation with Artificial Video (P. Paalanen, J.-K. Kamarainen, H. Kälviäinen), Technical report, Department of Information Technology, Lappeenranta University of Technology, 2007. [bib]
[2006] Minimum error contrast enhancement (J. Vartiainen, P. Paalanen, J.-K. Kamarainen, L. Lensu, H. Kälviäinen), Technical report, Department of Information Technology, Lappeenranta University of Technology, 2006. [bib]
[2005] Detection of irregularities in regular dot patterns (A. Sadovnikov, J. Vartiainen, J.-K. Kamarainen, L. Lensu, H. Kälviäinen), Technical report, Lappeenranta University of Technology, Department of Information Technology, 2005. [bib]
[2005] Feature Representation and Discrimination Based on Gaussian Mixture Model Probability Densities -- Practices and Algorithms (P. Paalanen, J.-K. Kamarainen, J. Ilonen, H. Kälviäinen), Technical report, Department of Information Technology, Lappeenranta University of Technology, 2005. [bib]
[2005] Efficient computation of Gabor features (J. Ilonen, J.-K. Kamarainen, H. Kälviäinen), Technical report, Department of Information Technology, Lappeenranta University of Technology, 2005. [bib]
[2005] Thresholding Based Detection of Fine and Sparse Details (A. Drobchenko, J. Vartiainen, J.-K. Kamarainen, L. Lensu, H. Kälviäinen), Technical report, Department of Information Technology, Lappeenranta University of Technology, 2005. [bib]
[2003] Simple Gabor Feature Space for Invariant Object Recognition (V. Kyrki, J.-K. Kamarainen), Technical report, Lappeenranta University of Technology, Department of Information Technology, 2003. [bib]
[2003] Feature Extraction Using Gabor Filters (J.-K. Kamarainen), PhD thesis, Lappeenranta University of Technology, 2003. ([pdf]) [bib]
[2002] Signal Discrimination Based on Power Spectrum of Filter Response (J.-K. Kamarainen, V. Kyrki, T. Lindh), Technical report, Lappeenranta University of Technology, Department of Information Technology, 2002. [bib]
[2002] Gabor Features for Invariant Object Recognition (J.-K. Kamarainen, V. Kyrki, H. Kälviäinen), Technical report, Lappeenranta University of Technology, Department of Information Technology, 2002. [bib]
[2002] Fundamental Frequency Gabor Filters for Object Recognition (J.-K. Kamarainen, V. Kyrki, H. Kälviäinen), Technical report, Lappeenranta University of Technology, Department of Information Technology, 2002. [bib]
[2000] Invariant Shape Recognition using Global Gabor Features (V. Kyrki, J.-K. Kamarainen, H. Kälviäinen), Technical report, Lappeenranta University of Technology, Department of Information Technology, 2000. [bib]
[1999] Teräksen vakuumikäsittelyn visuaalinen laadunarviointi (J.-K. Kamarainen), Master's thesis, Lappeenranta University of Technology, 1999. [bib]
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