LIST OF PUBLICATIONS

Professor, Dr.Tech. Heikki Kälviäinen, born 1963

H-index:
 21, Harzing's Publish or Perish (April 17, 2012)
21, Google Scholar (April 17, 2012)
http://scholar.google.cz/citations?user=0FEARkUAAAAJ&hl=en
11, ISI WoS (April 17, 2012)

Date of the list: April 17, 2012


A. Peer-reviewed scientific articles

    Articles in scientific journals with the referee practice (journals with an impact factor are marked with *)

  1. Kälviäinen, H., Hirvonen, P., Xu, L., and Oja, E., Probabilistic and Non-probabilistic Hough Transforms: Overview and Comparisons, Image and Vision Computing, vol. 13. no. 4, May 1995, pp. 239-252. *

  2. Kälviäinen, H., Hirvonen, P., and Oja, E., Houghtool--a Software Package for the Use of the Hough Transform, Pattern Recognition Letters, Vol. 17, No. 8, 1996, pp. 889-897. *

  3. Kälviäinen, H., and Hirvonen, P., An Extension to the Randomized Hough Transform Exploiting Connectivity, Pattern Recognition Letters, Vol. 18, No. 1, 1997, pp. 77-85. *

  4. Kälviäinen, H., Motion Detection Using the Randomized Hough Transform (RHT): Exploiting Gradient Information and Detecting Multiple Moving Objects, IEE Proceedings---Vision, Image and Signal Processing, Vol. 143, No. 6, December 1996, pp. 361-369. *

  5. Bosdogianni, P., Kälviäinen, H., Petrou, M., and Kittler, J., Robust Unmixing of Large Sets of Mixed Pixels, Pattern Recognition Letters, Vol. 18, 1997, pp. 415-424. *

  6. Kyrki, V., Kälviäinen, H., Combination of Local and Global Line Extraction, Journal of Real-Time Imaging JRTI, Vol. 6, 2000, pp. 79-91. *

  7. Kaarna, A., Zemcik, P., Kälviäinen, H., and Parkkinen, J., Compression of Multispectral Remote Sensing Images Using Clustering and Spectral Reduction, IEEE Transactions on Geoscience and Remote Sensing, Vol. 38, No. 2, 2000, pp. 1073-1082. *

  8. Fränti, P., Mednonogov, A., Kyrki, V., Kälviäinen, H., Content-Based Matching of Line-Drawing Images Using Hough Transform, International Journal on Document Analysis and Recognition (IJDAR), Vol. 3, No. 2, 2000, pp. 117-124. *

  9. Kiryati, N., Kälviäinen, H., Alaoutinen, S., Randomized or Probabilistic Hough Transform: Unified Performance Evaluation, Pattern Recognition Letters, Vol. 21, No. 13-14, 2000, pp. 1157-1164. *

  10. Kukkonen, S., Kälviäinen. H., Parkkinen, J., Color Features for Quality Control in Ceramic Tile Industry, Optical Engineering, Vol. 40, No. 2, February 2001, pp. 170-177. *

  11. Kämäräinen, J., Kälviäinen, H., Terho. K., Saarelainen, E., Neural Prediction of Hydrogen in Vacuum Tank Degassing, Iron and Steelmaker, Vol 28, No. 3, 2001, pp. 55-60.

  12. Kälviäinen, H., Industrial Applications of Pattern Recognition, Pattern Recognition and Image Analysis, Vol. 11, No.2, 2001, pp. 439.

  13. Ikonen, L., Kälviäinen, H., and Oinonen, O., Robot Vision System for Handling Sheets in a Manufacturing Cell, Pattern Recognition and Image Analysis, Vol. 11, No.3, 2001, pp. 498-504.

  14. Fränti, P., Ageenko, E., Kukkonen, S., Kälviäinen, H., Using Hough Transform for Context-based Image Compression in Hybrid Raster/Vector Applications, Journal Of Electronic Imaging, Vol. 11, No. 2, 2002, pp. 236-245. *

  15. Kyrki, V., Peusaari, J., Kälviäinen, H., Intermediate Level Feature Extraction in Novel Parallel Environments, Machine Vision and Applications, Vol. 13, Nos. 5-6, 2003, pp. 363-371. *

  16. Kamarainen, J.-K., Kyrki, V., Ilonen, J., Kälviäinen, H., Improving Similarity Measures of Histograms Using Smoothing Projections, Pattern Recognition Letters, Vol. 24, No. 12, 2003, pp. 2009-2019. *

  17. Kälviäinen, H., Applications of the Hough Transform for Image Processing and Analysis, Pattern Recognition and Image Analysis, Vol. 13, No. 2, 2003, pp. 187-190.

  18. Koponen, P., Kälviäinen, H., Parkkinen, J., Spectral Video, Pattern Recognition and Image Analysis Vol. 13, No. 3, 2003, pp. 409-416.

  19. Kälviäinen, H., Motion Detection using Sets of Moving Pixels, Pattern Recognition and Image Analysis, Vol. 13, No. 3, 2003, pp. 394-408.

  20. Kyrki, V., Kamarainen, J.-K., Kälviäinen, H., Simple Gabor Feature Space for Invariant Object Recognition, Pattern Recognition Letters, Vol. 25, No. 3, 2004, pp. 311-318. *

  21. Mielikäinen, J., Kälviäinen, H., Koskinen, I., Toivanen, P., Handroos, H.,  Deflection Compensation of a Flexible Boom Structure: An Intelligent Vision System Approach, Pattern Recognition and Image Analysis, Vol. 14. No. 4, 2004., pp. 571-577.

  22. Kälviäinen, H., Kamarainen, J.-K., Intelligent Information Processing: Machine Vision and Pattern Recognition Applications, Pattern Recognition and Image Analysis, Vol. 15, No, 1, 2005, pp. 16-20.

  23. Ilonen, J., Kamarainen, J.-K., Lindh, T., Ahola, J., Kälviäinen, H., Partanen, J., Diagnosis Tool for Motor Condition Monitoring, IEEE Transactions on Industry Applications, Vol. 41, No. 4, 2005, pp. 963-971. *

  24. Hamouz, M., Kittler, J., Kamarainen, J.-K., Paalanen, P., Kälviäinen, H., Matas, J., Feature-based Affine-invariant Localization of Faces, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 27, No. 9, September 2005, pp. 1490-1495. *

  25. Ilonen, J., Kamarainen, J.-K., Puumalainen, K., Sundqvist, S., Kälviäinen, H., Toward Automatic Forecasts for Diffusion of Innovations, Technological Forecasting & Social Change, Vol. 73, No. 2, 2006, pp. 182-198. *

  26. Paalanen, P., Kamarainen, J.-K., Ilonen, J., Kälviäinen, H., Feature Representation and Discrimination Based on Gaussian Mixture Model Probability Densities - Practices and Algorithms, Pattern Recognition, Vol. 39, No. 7, 2006, pp. 1346-1358. *

  27. Kamarainen, J.-K., Kyrki, V., Kälviäinen, H., Invariance Properties of Gabor Filter Based Features - Overview and Applications, IEEE Transactions on Image Processing, Vol. 15, No. 5, 2006, pp. 1088-1099. *

  28. Sampo, J., Kamarainen, J.-K., Heiliö. M., Kälviäinen, H., Measuring Translation Shiftability of Frames, Computers & Mathematics with Applications, Vol. 52, Nos. 6-7, 2006, pp. 1089-1098. *

  29. Kamarainen, J.-K., Kyrki, V., Kälviäinen, H., Local and Global Gabor Features for Object Recognition, Pattern Recognition and Image Analysis, Vol. 17, No. 1, 2007, pp. 93-105.

  30. Ilonen, J., Kamarainen, J.-K., Paalanen, P., Hamouz, M., Kittler, J., Kälviäinen, H., Image Feature Localization by Multiple Hypothesis Testing of Gabor Features, IEEE Transactions on Image Processing, Vol. 17, No. 3, 2008, pp. 311-325. *

  31. Vartiainen, J., Sadovnikov, A., Kamarainen, J.-K., Lensu, L., Kälviäinen, H., Detection of Irregularities in Regular Patterns, Machine Vision and Applications, Vol. 19, No. 4, 2008, pp. 249-259. *

  32. Fennander, H., Kyrki, V., Fellman, A., Salminen, A., Kälviäinen, H., Visual Measurement and Tracking in Hydrib Welding, Machine Vision and Applications, Vol. 20, No. 2, 2009, pp. 103-118. *

  33. Alkkiomäki, O, Kyrki, V., Kälviäinen, H., Liu, Y., Handroos, H., Complementing Visual Tracking of Moving Targets by Fusion of Tactile Sensing, Robotics and Autonomous Systems, Vol. 57, 2009, pp. 1129-1139. *

  34. Hannola, L., Nikula, U., Tuominen, M., Kälviäinen, H., Leino, K., The Front End of Innovation - a Group Method for the Elicitation of Software Requirements, International Journal of Innovation and Learning, Vol. 7, No. 3, 2010, pp. 359-375.

  35. Eerola, T., Lensu, L., Kamarainen, J.-K., Leisti, T., Halonen, R., Kälviäinen, H., Nyman, G., Oittinen, P., Full Reference Printed Image Quality: Measurement Framework and Statistical Evaluation, Journal of Imaging Science and Technology (JIST), Vol. 54, No. 1, 2010, pp. 010201-010213. *

  36. Eerola, T., Lensu. L., Kamarainen, J.-K., Leisti, T., Ritala, R., Nyman, G., Kälviäinen, H., Bayesian Network Model of Overall Print Quality: Construction and Structural Optimisation, Pattern Recognition Letters, Vol. 32, No. 11, 2011, pp. 1558-1566. *

  37. Drobchenko, A., Kamarainen, J.-K., Lensu, L., Vartiainen, J., Kälviäinen, H., Eerola, T., Thresholding based Detection of Fine and Sparse Details, Frontiers of Electrical and Electronic Engineering in China, Vol. 6, No. 2., pp. 328-338, 2011.

  38. Kaarna, A., Liu, W., Kälviäinen, H., Development of Color Density Concept with Color Difference Formulas in Respect to Human Vision System, Frontiers of Electrical and Electronic Engineering in China, Vol. 6, No. 2., pp. 381-387, 2011.

  39. Kauppi, T., Kamarainen, J.-K., Lensu, L., Kälviäinen, H., Uusitalo, H. Detection and Decision-Support Diagnosis of Diabetic Retinopathy Using Machine Vision, Pattern Recognition and Image Analysis, Vol. 21, No. 2, 2011, pp. 140–143.

  40. Kälviäinen, H., Machine Vision Based Quality Control from Pulping to Papermaking for Printing, Pattern Recognition and Image Analysis, Vol. 21, No. 3, 2011, pp. 465–469.

    Articles in scientific compilation works and scientific conference proceedings with the referee practice

  41. Kälviäinen, H., Oja, E., Comparisons of Attributed Graph Matching Algorithms for Computer Vision. Proceedings of STeP-90 Finnish Artificial Intelligence Symposium, University of Oulu, June 11-14 1990. Vaasa: Maxi-Copy, 1990, pp. 354-368.

  42. Kälviäinen, H., Oja, E., Xu, L., Motion Detection using Randomized Hough Transform, Proceedings of 7th Scandinavian Conference on Image Analysis, Aalborg, Denmark, August 1991, pp. 72-79. 

  43. Kälviäinen, H., Oja, E., Xu L., Motion Detection by the Randomized Hough Transform: Basic Mechanisms, Proceedings of Nordic Workshop on Industrial Machine Vision, Kuusamo, Finland, March 1992.

  44. Kälviäinen, H., Oja, E., Xu L., Randomized Hough Transform Applied to Translational and Rotational Motion Analysis, Proceedings of 11th International Conference on Pattern Recognition, The Hague, The Netherlands, August-September 1992, pp. 672-675. 

  45. Kälviäinen, H., Computational Considerations on Randomized Hough Transform and Motion Analysis, Proceedings of Conference on Image Processing: Theory and Applications, San Remo, Italy, June 1993, edited by G. Vernazza et al., Amsterdam, the Netherlands: Elsevier Science Publishers B.V., 1993, pp. 87-90. 

  46. Kälviäinen, H., Motion Estimation and the Randomized Hough Transform (RHT): New Methods with Gradient Information, Proceedings of the 5th International Conference on Computer Analysis of Images and Patterns CAIP'93, Lecture Notes in Computer Science No. 719, Budapest, Hungary, September 1993, pp. 191-198. 

  47. Kälviäinen, H., Detecting Multiple Moving Objects by the Randomized Hough Transform, in Time-Varying Image Processing and Moving Object Recognition, 3, Proceedings of 4th International Workshop on Time-Varying Image Processing and Moving Object Recognition, Florence, Italy, June 1993, edited by V. Cappelini, Amsterdam, the Netherlands: Elsevier Science Publishers B.V., 1994, pp. 375-382. 

  48. Kälviäinen, H., Hirvonen, P., Xu, L., and Oja, E., CompaRIsons of Probabilistic and Non-probabilistic Hough Transforms, Proceedings of the Third European Conference on Computer Vision ECCV'94, Stockholm, Sweden, May 1994, pp. 351-360. 

  49. Kälviäinen, H., Hirvonen, P., and Oja, E., Houghtool--a Software Package for Hough Transform Calculation, Proceedings of the 9th Scandinavian Conference on Image Analysis, Uppsala, Sweden, June 1995, vol. 2, pp. 841-848. 

  50. Kälviäinen, H., and Hirvonen, P., Connective Randomized Hough Transform (CRHT), Proceedings of the 9th Scandinavian Conference on Image Analysis, Uppsala, Sweden, June 1995, vol. 2, pp. 1029-1036.

  51. Kälviäinen, H., Hirvonen, P., Connective Randomized Hough Transform (CRHT), Theory and Applications of Image Analysis II, G. Borgebors (editor), Singapore: World Scientific, 1995, pp. 15-26.

  52. Kälviäinen, H., Bosdogianni, P., Petrou, M., and Kittler, J., Mixed Pixel Classification with the Randomized Hough Transform, Proceedings of the 13th International Conference on Pattern Recognition, Vienna, Austria, 25-29, 1996, Vol. II, Track B, pp. 576-580. 

  53. Ikonen. L., Kälviäinen, H., and Oinonen, O., A Computer Vision Approach for Robotized Handling of Sheets in a Manufacturing Cell, Proceedings of 10th Scandinavian Conference on Image Analysis SCIA '97, Lappeenranta, Finland, 8-11,1997, Vol. I, pp. 309-315. 

  54. Kaarna, A., Zemcik, P., Kälviäinen, H., and Parkkinen, J., Multispectral Image Compression, Proceedings of 14th International Conference on Pattern Recognition, Brisbane, Australia, August 17-20, Vol. II, pp. 1264-1267, 1998.

  55. Fränti, P., Ageenko E.I., Kälviäinen, H., Kukkonen, S., Compression of Line Drawing Images Using Hough Transform for Exploiting Global Dependencies, Proc. Fourth Joint Conference on Information Sciences JCIS'98, Research Triangle Park, North Carolina, USA, October 24-28, Vol. IV, pp. 433-436, 1998.

  56. Toivanen, P.J., Lehtinen, A., Ansamäki, J., Kälviäinen, H., Two-Stage Multispectral Image Compression Using the Self-Organizing Map, Proceedings of the 11th Scandinavian Conference on Image Analysis SCIA'99, Kangerlussuaq, Greenland, June 7-11, 1999, pp. 903-909.

  57. Botchko, V., Auvinen, J., Mäkinen, O., Parkkinen, J., Kälviäinen, H., Parametric Multispectral Texture Modeling, Proceedings of the 11th Scandinavian Conference on Image Analysis SCIA'99, Kangerlussuaq, Greenland, June 7-11, 1999, pp. 763-769.

  58. Kälviäinen. H., Kiryati, N., Alaoutinen, S., Randomized or Probabilistiv Hough Transform: Unified Performance Evaluation, Proceedings of the 11th Scandinavian Conference on Image Analysis SCIA'99, Kangerlussuaq, Greenland, June 7-11, 1999, pp. 259-266.

  59. Voracek, J., Parkkinen, J., Kälviäinen, H., Image Standardization in Automated Optical Microscopy, Proceedings of the 11th Scandinavian Conference on Image Analysis SCIA'99, Kangerlussuaq, Greenland, June 7-11, 1999, pp. 873-880.

  60. Botchko, V., Nakauchi, S., Parkkinen, J., Kälviäinen, H., Virtual Coloring of Texture, Proceedings of Infotech Oulu Workshop on Texture Analysis in Machine Vision, Oulu, Finland, June 14-15, 1999, pp. 165-171.

  61. Toivanen, P., Kaarna, A., Kälviäinen, H., Distance Transforms in RGB Color Image Compression, Proceedings of the IEEE Nordic Signal Processing Symposium NORSIG 2000, Kolmården, Sweden, June 13-15, 2000, pp. 141-144.

  62. Botchko, V., Parkkinen, J., Kälviäinen, H., Relationship Between Color and Texture in Multispectral Image Reproduction, Proceedings of International Conference on Television: Transmission and Image Processing, June 20-22, 2000, Saint-Petersburg, Russia, pp. 4-6.

  63. Kämäräinen, J., Kälviäinen, H., Terho. K., Saarelainen, E., Visual Quality Control of the Vacuum Tank Degassing, Proceedings of IFAC Workshop on Future Trends in Automation in Mineral and Metal Processing, Finland, August 22-24, 2000, pp. 379-384.

  64. Frydrych, M., Zemcik, P., Kälviäinen, H., Toivanen, P., Voracek, J., Multispectral Image Coding, Proceedings of SteP-2000 Finnish Artificial Intelligence Symposium, Helsinki, Espoo, Finland, August 28-31, 2000, pp. 143-150.

  65. Fränti, P., Mednonogov. A., Kälviäinen, H., Content-based Retrieval of Line-drawing Images Using Angular Information of Hough Transform, Proceedings of the 10th International Conference on Computer Graphics & Vision GraphiCon'2000, Moscow, Russia, August 28 - September 2, 2000, pp. 51-55.

  66. Mielikäinen, J., Koskinen, I., Handroos, H., Toivanen, P., Kälviäinen, H., Positioning of a Large Scale Flexible Hydraulic Manipulator by a Machine Vision System, Proceedings of Infotech Oulu Workshop on Real-Time Image Sequence Analysis RISA'00, Oulu, Finland, August 31-September 1, 2000, pp. 122-129.

  67. Koponen, P., Kälviäinen, H., Parkkinen, J., Multispectral Video, Proceedings of 15th International Conference on Pattern Recognition, Barcelona, Spain, September 3-8, 2000, vol. 3, pp.191-193.

  68. Kyrki, V., Kälviäinen, H., High Precision 2-D Geometrical Inspection, Proceedings of 15th International Conference on Pattern Recognition, Barcelona, Spain, September 3-8, 2000, vol. 4, pp. 779-782.

  69. Zemcik, P., Frydrych, M., Kälviäinen, H., Toivanen, P., Voracek, J., Multispectral Image Colour Encoding, Proceedings of 15th International Conference on Pattern Recognition, Barcelona, Spain, September 3-8, 2000, vol. 3, pp. 609-612.

  70. Fränti, P., Mednonogov, A., Kälviäinen, H., Hough Transform for Rotation Invariant Matching of Line-Drawing Images, Proceedings of 15th International Conference on Pattern Recognition, Barcelona, Spain, September 3-8, 2000, vol. 4, pp. 389-392.

  71. Ikonen, L., Kyrki, V., Toivanen, P., Kälviäinen, H., Image Compression Using Derivative Information with Distance Transforms, Proceedings of the European Signal Processing Conference (EUSIPCO - 2000), Tampere, Finland. September 5-8, 2000, pp. 957-960.

  72. Nikula, U., Sajaniemi, J., Kälviäinen, H., A State-of-the-Practice Survey on Requirements Engineering: Supoort in Technology Transfer, Proceedings of the fifth INternational conference on Software Process Improvement - Research into Education and training, INSPIRE 2000, London, UK, September 7-8, 2000, pp. 13-24, 2000, pp. 13-24.

  73. Koskinen, I., Mielikäinen, J., Handroos, H., Toivanen, P., Kälviäinen, H., Deflection Compensation of Flexible Manipulator by Utilizing Machine Vision and Neural Networks, Proceedings of International Conference on Machine Automation (ICMA2000), Osaka, Japan, September 27-29 , 2000, pp. 645-650.

  74. Botchko, V., El-Gindy, S., Parkkinen, J., Kälviäinen, H., Statistical, Principal and Independant Component Analysis in Multispectral Texture Study, Proceedings of the First International Conference on Color in Graphics and Image Processing CGIP'2000, October 1-4, 2000, Saint-Etienne, France, pp. 210-213.

  75. Kälviäinen, H., Industrial Applications of Pattern Recognition, Proceedings of 5th International Conference on Pattern Recognition and Image Analysis: New Information Technologies PRIA-5-2000, Samara, Russia, October 16-22, 2000, Session 4, pp. 793-794. ISBN 5-7883-125-4.

  76. Kämäräinen, J., Kälviäinen, H., Terho. K., Saarelainen, E., Neural Prediction of Hydrogen in Vacuum Tank Degassing, Proceedings of 58th Electric Furnace Conference, Orlando, Florida. USA, November 12-15, 2000, pp. 741-749.

  77. Fränti, P., Ageenko, E., Kukkonen, S., Kälviäinen, H., On the Use of Hough Transform for Context-based Image Compression in Hybrid Raster/vector Applications, Proceedings of Indian Conference on Computer Vision, Graphics, and Image Processing (ICVGIP 2000), Bangalore, India, December 20-22, 2000, pp. 364-372.

  78. Botchko, V., Nakauchi, S., Parkkinen, J., Kälviäinen, H., Multispectral Texture Derivation in Virtual Coloring, Texture Analysis in Machine Vision, M.K. Pietikäinen (editor), Singapore: World Scientific, 2000, pp. 113-126.

  79. Nikula, U., Sajaniemi, J., Kälviäinen, H., Management View on Current Requirements Engineering Practices in Small and Medium Enterprises, Proceedings of the 5th Australian Workshop on Requirements Engineering AWRE 2000, December 2000, Brisbane, Australia, pp. 81-89.

  80. Kyrki, V., Peusaari, J., Kälviäinen, H., Multiprocessor Implementation of the Randomized Hough Transform, Proceedings of the 12th Scandinavian Conference on Image Analysis SCIA 2001, Bergen, Norway, June 11-14, 2001, pp. 391-398.

  81. Kyrki. V., Kämäräinen, J., Kälviäinen, H., Invariant Shape Recognition Using Global Gabor Features, Proceedings of the 12th Scandinavian Conference on Image Analysis SCIA 2001, Bergen, Norway, June 11-14, 2001, pp. 671-678.

  82. Kämäräinen, J., Kyrki. V., Ilonen, J., Kälviäinen, H., Similarity Measures for Ordered Histograms, Proceedings of the 12th Scandinavian Conference on Image Analysis SCIA 2001, Bergen, Norway, June 11-14, 2001, pp. 699-705.

  83. Kyrki, V., Kämäräinen, J.-K., Kälviäinen, H., Content-Based Image Matching Using Gabor Filtering, Proceedings of the 3rd International Conference on Advanced Concepts for Intelligent Vision Systems Theory and Applications (ACIVS 2001), Baden-Baden, Germany, July 30 - August 3, 2001, pp. 45-49.

  84. Mielikäinen, J., Koskinen, I., Handroos, H., Toivanen, P., Kälviäinen, H., Positioning of Flexible Boom Strcuture Using Neural Networks, Proceedings of the International Conference on Computer Analysis of Images and Patterns CAIP'2001, Warsaw, Poland, September 5-7, 2001, pp. 435-442.

  85. Reinikainen, L., Tuominen, M., Kälviäinen, H., Leino. K., Nikula, U., Elicitation of Customer Requirements with Group Methods in Software Engineering, Proceedings of ISPIM 2001 Conference, Lappeenranta, Finland, June 18-20, 2001, pp. 302-310.

  86. Botchko, V., Kälviäinen, H., Parkkinen, J., Highlight Reproduction Using Multispectral Texture Statistics, Proceedings of the 3rd International Conference on Multispectral Color Science MCS'01, Joensuu, Finland, June 18-20, 2001, pp. 61-64.

  87. Mielikäinen, J., Kaarna, A., Toivanen, P., Kälviäinen, H., Lossless Compression of AVIRIS Images by a Combination of Vector Quantization and Burrows-Wheeler Transformation, Proceedings of the 3rd International Conference on Multispectral Color Science MCS'01, Joensuu, Finland, June 18-20, 2001, pp. 81-84.

  88. Botchko, V., Parkkinen, J., Kälviäinen, H., Jaaskelainen, T., Local De-texturing Technique in Multispectral Image Compression, Proceedings of the 29th International Congress of Imaging Science (ICIS'02), Tokyo, Japan, May 13-17, 2002, pp. 488-489.

  89. Kämäräinen, J.-K., Kyrki, V., Kälviäinen, H., Noise Tolerant Object Recognition Using Gabor Filtering, Proceedings of the 14th IEEE International Conference on Digital Signal Processing (DSP2002), Santorini, Greece, July 1-3, 2002, pp. 1349-1352.

  90. Ilonen, J., Kämäräinen, J.-K., Kälviäinen, H., Anttalainen, O., Automatic Detection and Recognition of Hazardous Chemical Agents, Proceedings of the 14th IEEE International Conference on Digital Signal Processing (DSP2002), Santorini, Greece, July 1-3, 2002, pp. 1345-1348.

  91. Kämäräinen, J.-K., Kyrki, V., Kälviäinen, H., Fundamental Frequency Gabor Filters for Object Recognition, Proceedings of 16th International Conference on Pattern Recognition (ICPR 2002), Quebec, Canada, August 11-15, 2002, pp. 628-631.

  92. Kälviäinen, H., Applications of Hough Transform for Image Processing and Analysis, Proceedings of 6th International Conference on Pattern Recognition and Image Analysis: New Information Technologies, Velikiy Novgorod, Russian Federation, October 21-26, 2002, Vol. 1, pp. 518-522.

  93. Kämäräinen, J.-K., Kyrki, V., Kälviäinen, H., Robustness of Gabor Feature Parameter Selection, Proceedings of IAPR Workshop on Machine Vision Applications (MVA2002), Nara, Japan, December 11-13, 2002, pp. 132-135.

  94. Kämäräinen, J.-K., Kyrki, V., Hamouz, M., Kittler, J., Kälviäinen, H., Invariant Gabor Fatures for Face Evidence Extraction, Proceedings of IAPR Workshop on Machine Vision Applications (MVA2002), Nara, Japan, December 11-13, 2002, pp. 228-231.

  95. Jyrkinen, K., Ollikainen, M., Kyrki, V., Varis, J.P., Kälviäinen, H., Optical 3D Measurement in the Quality Assurance of Formed Sheet Metal Parts, Proceedings of 17th International Conference on Production Research ICPR - 17, Blacksburg, Virginia, USA, August 3-7, 2003.

  96. Kaarna, A., Kälviäinen, H., Anufriev, A., Mankki, J., Malkavaara, T., Jantunen, M., Geometric Correction and Image Segmentation in Change Detection of Water Plants in Soinilansalmi, Proceedings of International Geoscience and Remote Sensing Symposium (IGARSS 2003), Toulouse, France, July 21-25, 2003, Vol. V, pp. 3254-3256.

  97. Hamouz, M., Kittler, J., Kamarainen, J.-K., Kälviäinen, H., Hyptheses-driven Affine Invariant Localization of Faces in Verification Systems, Proceedings of 4th International Conference on Audio- and Video-Based Biometric Person Authentication (AVBPA 2003), Guildford, UK, June 9-11, 2003, pp. 276-284.

  98. Grönholm, K., Johansson, P., Kälviäinen, H., Kaarna, A., Toivanen, P., Virtual Learning System for Fundamentals of Computer Science, Proceedings of 14th EAEEIE Annual Conference on Innovation in Education for Electrical and Information Engineers, Gdansk, Poland, June 16-18, 2003.

  99. Anufriev, A., Kälviäinen, H., Kaarna, A., Environmental Monitoring Using Image Analysis Methods, Proceedings of 13th Scandinavian Conference on Image Analysis (SCIA 2003), Gothenburg, Sweden, June 29-July 2, 2003, pp. 117-124.

  100. Botchko, V., Kalenova, D., Kälviäinen, H., Parkkinen, J., Jaaskelainen, T., Independent Component Analysis Methods in Image Processing, Proceedings of 3rd International Conference on Television: Transmission and Image Processing, Saint-Petersburg, Russia, June 5-6, 2003.

  101. Kälviäinen, H., Industrial Applications of Machine Vision, Proceedings of Scandinavian Paper Symposium, Stockholm, Sweden, September 9-10, 2003.

  102. Sadovnikov, A., Drobchenko, A., Kälviäinen, H., Saarinen, P., Paper Printability Assesment by Image Processing and Analysis: IGT Picking Test and Heliotest, Proceedings of Advanced Concepts for Intelligent Vision Systems (ACIVS 2003), Ghent, Belgium, September 2-5, 2003, pp. 46-51.

  103. Ilonen, J., Puumalainen, K., Sundqvist, S., Kämäräinen, J.-K., Kälviäinen, H., The Global Diffusion of Internet and Wireless Subscriptions: A Neural Network Approach, Proceedings of IJRM/MSI Conference: Global Marketing, Noordwijk, Netherlands, 2003.

  104. Hamouz, M., Kittler, J., Kamarainen, J.-K., Paalanen, P., Kälviäinen, H., Affine-Invariant Face Detection and Localization Using GMM-based Feature Detector and Enhanced Appearance Model, Proceedings of the 6th International Conference on Automatic Face and Gesture Recognition, Seoul, Korea,  May 17-19, 2004, pp. 67-72.

  105. Kälviäinen, H., Sadovnikov, A., Salmela, P., Drobchenko, A., Kamarainen, J.-K., Lensu, L., Saarinen, P., Vartiainen, J., PAPVISION: Paper and Board Printability Tests by Machine Vision in the Paper Making and Printing Industry, Proceedings of the 8th European Conference on Computer Vision (ECCV): Workshop on Applications of Computer Vision, Prague, Czech Republic, May 16, 2004, pp. 61-68.

  106. Sampo, J., Kamarainen, J.-K., Heiliö, M., Kälviäinen, H., Measuring Shiftability of Frames of Regular Translates, Proceedings of the 6th Nordic Signal Processing Symposium (NORSIG 2004), Espoo, Finland, June 9-11, 2004, pp. 89-92.

  107. Kuivalainen, M., Lensu, L., Kaarna, A., Kälviäinen, H., Tools for Virtual Learning Environment in Computer Science Education, Proceedings of 15th EAEEIE Annual Conference on Innovation in Education for Electrical and Information Engineers, Sofia, Bulgaria, May 27-29, 2004, pp. 93-98.

  108. Rongas, T., Kaarna, A., Kälviäinen, H., Comparison of Digital Learning Tools in Introductory Programming, Proceedings of 15th EAEEIE Annual Conference on Innovation in Education for Electrical and Information Engineers, Sofia, Bulgaria, May 27-29, 2004, pp. 137-142.

  109. Rongas, T., Kaarna, A., Kälviäinen, H., Classification of Computerized Learning Tools For Introductory Programming Courses, Proceedings of  the 4th International Conference on Advanced Learning Technologies (ICALT 2004), Joensuu, Finland, Aug 30-Sep 1, 2004, pp. 678-680. 

  110. Kälviäinen, H., Kamarainen, J.-K., Intelligent Information Processing: Machine Vision and Pattern Recognition Applications, Proceedings of 7th International Conference on Pattern Recognition and Image Analysis, St. Petersburg, Russian Federation, October 18-22, 2004, pp. 713-718.

  111. Kamarainen, J.-K., Kyrki, V., Kälviäinen, H., Fundamental Frequaency and Global Gabor Features, Proceedings of 7th International Conference on Pattern Recognition and Image Analysis, St. Petersburg, Russian Federation, October 18-22, 2004 pp. 256-259.

  112. Kyrki, V., Kuzivanov, I., Vartiainen, J., Kälviäinen, H., 3D Recontstruction of Polyhedral Objects with Partial Occlusion, Proceedings of 7th International Conference on Pattern Recognition and Image Analysis, St. Petersburg, Russian Federation, October 18-22, 2004, pp. 764-767.

  113. Drobchenko, A., Vartiainen, J., Kamarainen, J.-K., Lensu, L., Kälviäinen, H., Thresholding Based Detection of Fine and Sparse Details, Proceedings of 9th IAPR Conference on Machine Vision Applications (MVA 2005), Tsukuba Science City, Japan, May 16-18, 2005, pp. 257-260.

  114. Sadovnikov, A., Vartiainen, J., Kamarainen, J.-K., Lensu, L., Kälviäinen, H., Detection of Irregularities in Regular Dot Patterns, Proceedings of 9th IAPR Conference on Machine Vision Applications (MVA 2005), Tsukuba Science City, Japan, May 16-18, 2005, pp. 380-383.

  115. Kamarainen, J.-K., Ilonen, J., Paalanen, P., Kälviäinen, H., Hamouz, M., Kittler, J., Object Evidence Extraction Using Simple Gabor Features and Statistical Ranking, Proceedings of 14th Scandinavian Conference on Image Analysis (SCIA 2005), Joensuu, Finland, June 19-22, 2005, pp. 119-129.

  116. Sadovnikov, A., Salmela, P., Lensu, L., Kämäräinen, J.-K., Kälviäinen, H., Mottling Assessment of Solid Paper Areas and Its Correlation to Perceived Uniformity, Proceedings of 14th Scandinavian Conference on Image Analysis (SCIA 2005), Joensuu, Finland, June 19-22, 2005, pp. 409-418.

  117. Ilonen, J., Paalanen, P., Kamarainen, J.-K., Lindh, T., Ahola, J., Kälviäinen, H., Partanen, J., Toward Automatic Motor Condition Diagnosis, Proceedings of 14th Scandinavian Conference on Image Analysis (SCIA 2005), Joensuu, Finland, June 19-22, 2005, pp. 970-977.

  118. Rongas, T., Lensu, L., Kaarna, A., Kälviäinen, H., ALOHA: Visual Learning Tool for Comprehending Program Structure in Introductory Programming, Proceedings of EAEEIE Annual Conference on Innovation in Education for Electrical and Information Engineers, Lappeenranta, Finland, June 6-8, 2005. CD-ROM Proceedings.

  119. Taipale, O., Smolander, K., Kälviäinen, H., Finding and Ranking Research Directions for Software Testing, Proceedings of European Software Process Improvement and Innovation Conference (EuroSPI 2005), Budapest, Hungary, November 9-11, 2005.

  120. Sadovnikov, A., Lensu, L., Kamarainen, J.-K., Kälviäinen, H., Quantified and Perceived Unevenness of Solid Printed Areas, Proceedings of 10th Iberoamerican Congress on Pattern Recognition (CIARP 2005), Havanna, Cuba, November 15-18, 2005, pp. 710-719.

  121. Taipale, O., Smolander, K., Kälviäinen, H., A Survey on Software Testing, Proceedings of 6th International SPICE Conference on Software Process Improvement and Capability Determination (SPICE 2006), Luxembourg, 2006.

  122. Taipale, O., Smolander, K., Kälviäinen, H., Proceedings of Cost Reduction and Quality Improvement in Software Testing, Software Quality Management Conference, Southampton, UK, 2006.

  123. Taipale, O., Smolander, K., Kälviäinen, H., Factors Affecting Software Testing Time Schedule, Australian Software Engineering Conference (ASWEC 06), Melbourne, Australia, 2006, pp. 283-291.

  124. Vartiainen, J., Lensu, L., Kamarainen, J.-K., Sadovnikov, A., Kälviäinen, H., Detecting Irregularities in Regular Patterns, Proceedings of the 18th International Conference on Pattern Recognition (ICPR2006), Hong Kong, China, August 20-24, 2006, CD-ROM Proceedings.

  125. Ilonen, J., Paalanen, P., Kamarainen, J.-K., Kälviäinen, H., Gaussian Mixture pdf in One-class Classification: Computing and Utilizing Confidence Values, Proceedings of the 18th International Conference on Pattern Recognition (ICPR2006), Hong Kong, China, August 20-24, 2006, CD-ROM Proceedings.

  126. Vartiainen, J., Lyden, S., Sadovnikov, A., Kamarainen, J.-K., Lensu, L., Kälviäinen, H., Automating Visual Inspection of Print Quality, Proceedings of the International Conference on Image Analysis and Recognition, Povoa de Varzim, Portugal, 2006.

  127. Sadovnikov, A.,Lensu, L., Kamarainen, J.-K., Kälviäinen, H., Model Based Generation of Random Stimuli and Parameter Analysis for Print Unevenness Evaluation, Proceedings of the 29th European Conference on Visual Perception, St. Petersburg, Russia 20-25, August, 2006.

  128. Alkkiomäki, O., Kyrki, V., Kälviäinen, H., Liu, Y., Handroos, H., Smooth Transition from Motion to Force Control in Robotic Manipulation Using Vision, Proceedings of the 9th International Conference on Control, Automation, Robotics and Vision (ICARCV 2006), Singapore, December 5-8, 2006.

  129. Liu, Y., Handroos, H., Alkkiomäki, O., Kyrki, V., Kälviäinen, H, Tracking of a Moving Target by Combination of Force/velocity Control Based on Vision for a Hydraulic Manipulator, Proceedings of IEEE International Conference on Mechatronics and Automation ICMA 2007, Harbin, China, August 5-8 2007.

  130. Alkkiomäki, O., Kyrki, V., Liu, Y., Handroos, H., Kälviäinen, H., Moving Camera Moving Target Tracking by Iintegration of Vision and Encoder Data, Proceedings of International Conference on Advanced Robotics, ICAR 2007, Jeju, Korea, 2007.

  131. Kauppi, T., Sadovnikov, A., Lensu, L., Kamarainen, J.-K., Silfsten, P., Kälviäinen, H., Goniometric Imaging of Paper Gloss, Proceedings of the IAPR Conference on Machine Vision Applications (MVA2007), Tokyo, Japan, 2007, pp. 400-403.

  132. Drobchenko, A., Ilonen, J., Kamarainen, J.-K., Sadovnikov, A., Kälviäinen, H., Hamouz, M., Object Class Detection Using Local Image Features and Point Pattern Matching Constellation Search, Proceedings of the Scandinavian Conference on Image Analysis (SCIA2007), Aalborg, Denmark, 2007, pp. 273-282.

  133. Sadovnikov, A., Lensu, L., Kälviäinen, H., Automated Mottling Assessment of Colored Printed Areas, Proceedings of the Scandinavian Conference on Image Analysis (SCIA2007), Aalborg, Denmark, 2007, pp. 273-282.

  134. Kauppi, T., Kalesnykiene, V., Kamarainen, J.-K., Lensu, L., Sorri, I., Raninen, A., Voutilainen, R., Pietilä, J., Kälviäinen, H., Uusitalo, H., DIARETDB1 Diabetic Retinopathy Database and Evaluation Protocol, Proceedings of the Medical Image Understanding and Analysis (MIUA2007), Aberystwyth, UK, 2007, pp. 61-65.

  135. Ilonen, J., Kamarainen, J.-K., Kälviäinen, H., Fast Extraction of Multi-Resolution Gabor Features, Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP2007), Modena, Italy, 2007, pp. 481-486.

  136. Paalanen, P., Kamarainen, J.-K., Lensu, L., Kyrki, V., Kälviäinen, H., Real-Time On-Screen Mosaic Rendering, Proceedings of the Finnish Signal Processing Symposium (FINSIG2007), Oulu, Finland, 2007.

  137. Kauppi, T., Kalesnykiene, V., Kamarainen, J.-K., Lensu, L., Sorri, I., Raninen, A., Voutilainen, R., Uusitalo, H., Kälviäinen, H., Pietilä, J., The DIARETDB1 Diabetic Retinopathy Database and Evaluation Protocol, Proceedings of the British Machine Vision Conference (BMVC2007), Warwick, UK, 2007, vol. 1, pp. 252-261.

  138. Kaarna, A., Parkkinen, J., Kälviäinen, H., Preprocessing Methods for Speeding up Iteration in Computation of NTF Bases for a Spectral Image, Proceedings of the 8th International Conference on Pattern Recognition and Image Analysis (PRIA2007), Joshkar-Ola, Russian Federation, October 8-13, 2007.

  139. Eerola, T., Kamarainen, J.-K., Lensu, L., Kälviäinen, H., Visual Print Quality Evaluation Using Computational Features, Proceedings of the 3rd International Symposium on Visual Computing (ISVC07), Lake Tahoe, Nevada, USA, 2007.

  140. Alkkiomäki, O., Kyrki, V., Kälviäinen, H., Liu, Y., Handroos, H., Challenges of Vision for Real-time Sensor Based Control, Proceedings of the Canadian Conference on Computer and Robot Vision (CRV2008), Windsor, Ontario, Canada, May 28-30, 2008.

  141. Kälviäinen, H., Eerola, T., Kamarainen, J.-K., Lensu, L., Machine Vision Solutions for Forest and Printing Industry, Proceedings of the 9th International Conference on Pattern Recognition and Image Analysis: New Information Technologies (PRIA-9-2008), Nizhni Novgorod, Russian Federation, September 14-20, 2008, pp. 246-249.

  142. Liu, Y., Handroos, H., Alkkiomäki, O., Kyrki, V., Kälviäinen, H., Development of a Hybrid Position/Force Controlled Hydraulic Parallel Robot for Impact Treatment, Proceedings of the 7th International Conference on Machine Automation (ICMA2008), September 24-26, Awaji, Japan, September 24-26, 2008, pp. 41-47.

  143. Eerola, T., Kamarainen, J.-K., Leisti, T., Halonen, R., Lensu, L., Kälviäinen, H., Nyman, G., Oittinen, P., Is There Hope for Predicting Human Visual Quality Experience?, Proceedings of the IEEE International Conference on Systems, Man and Cybernetics (SMC2008), Singapore, 2008, pp. 725-732.

  144. Eerola, T., Kamarainen, J.-K., Leisti, T., Halonen, R., Lensu, L., Kälviäinen, H., Oittinen, P., Nyman, G., Finding Best Measurable Quantities for Predicting Human Visual Quality Experience, Proceedings of the IEEE International Conference on Systems, Man and Cybernetics (SMC2008), Singapore, 2008, pp. 733-738.

  145. Kauppi, T., Kälviäinen, H., Simple and Robust Optic Disc Localisation using Colour Decorrelated Templates, Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS2008), Juan-Les-Pins, France, 2008, pp. 719-729.

  146. Hannola, L., Nikula, U., Tuominen, M, Kälviäinen, H., Front End of Innovation - Group Method for Elicitation of Software Requirements, Proceedings of the 3rd Nordic Innovation Research Conference, Oulu, Finland, December 8-9, 2008.

  147. Alkkiomäki, O., Kyrki, V., Kälviäinen, H., Liu, Y., and Handroos, H., Multi-Modal Force/Vision Sensor Fusion in 6-dof Pose Tracking, Proceedings of the 11th International Conference on Advanced Robotics (ICAR 2009), Munich, Germany, June 22-26, 2009.

  148. Alkkiomäki, O., Kyrki, V., Kälviäinen, H., Liu, Y., and Handroos, H., Online Trajectory Following with Position based Force/Vision Control, Proceedings of the 11th International Conference on Advanced Robotics (ICAR 2009), Munich, Germany, June 22-26, 2009.

  149. Kinnunen, T., Kamarainen, J.-K., Lensu, L., Kälviäinen, H., Bag-of-Features Codebook Generation by Self-Organisation, Proceedings of the 7th Int. Workshop on Self-Organizing Maps (WSOM2009) St. Augustine, Florida, USA, 2009.

  150. Eerola, T., Kamarainen, J.-K., Lensu, L., Kälviäinen, H., Framework for Applying Full Reference Digital Image Quality Measures to Printed Images, Proceedings of the 16th Scandinavian Conf. on Image Analysis (SCIA2009), Oslo, Norway, 2009, pp. 99-108.

  151. Kauppi, T., Kamarainen, J.-K., Lensu, L., Kalesnykiene, V., Sorri, I., Kälviäinen, H., Uusitalo, H., Pietilä, J., Fusion of Multiple Expert Annotations and Overall Score Selection for Medical Image Diagnosis, Proceedings of the 16th Scandinavian Conf. on Image Analysis (SCIA2009), Oslo, Norway, 2009, pp. 760-769.

  152. Paalanen, P., Kamarainen, J.-K., Kälviäinen, H., Image Based Quantitative Mosaic Evaluation with Artificial Video, Proceedings of the 16th Scandinavian Conf. on Image Analysis (SCIA2009), Oslo, Norway, 2009, pp. 470-479.

  153. Kauppi, T., Lensu, L., Kamarainen, J.-K., Fält, P., Hauta-Kasari, M., Hiltunen, J., Kalesnykiene, V., Sorri, I., Uusitalo, H., Kälviäinen, H., Pietilä, J., The Role of Model-based Illumination Correction in Processing colour Eye Fundus Images, Proceedings of the Medical Physics and Biomedical Engineering World Congress (WC2009), Munich, Germany, 2009.

  154. Liu, Y., Handroos, H., Alkkiomäki, O, Kyrki, V., Kälviäinen, H., Development of a Hybrid Position/Force Controlled Hydraulic parallel Robot for Impact Treatment, Service Robotics and Mechatronics, Part 4, Keiichi Shirase and Seiji Aoyagii (editors), Springer London, 2010, pp. 61-67.

  155. Kinnunen, T., Kamarainen, J.-K., Lensu, L., Kälviäinen, H., Unsupervised Visual Object Categorisation via Self-Organisation, Proceedings of the 20th International Conference on Pattern Recognition (ICPR2010), Istanbul, Turkey, 2010.

  156. Kinnunen, T., Kamarainen, J.-K., Lensu, L., Lankinen, J., Kälviäinen, H., Making Visual Object Categorization More Challenging: Randomized Caltech-101 Data Set, Proceedings of the 20th International Conference on Pattern Recognition (ICPR2010), Istanbul, Turkey, 2010.

  157. Panjeh Fouladgaran, M., Mankki, A., Lensu, L., Käyhkö, J., Kälviäinen, H., Automated Counting and Characterization of Dirt Particles in Pulp, Proceedings of the International Conference on Computer Vision and Graphics (ICCVG 2010), Warsaw, Poland, 2010.

  158. Kauppi, T., Kamarainen, J.-K., Lensu, L., Kälviäinen, H., Uusitalo, H. Detection and Decision-Support Diagnosis of Diabetic Retinopathy Using Machine Vision, Proceedings of the 10th International Conference on Pattern Recognition and Image Analysis PRIA-10, St. Petersburg, Russian Federation, 2010.

  159. Kälviäinen, H., Machine Vision Based Quality Control from Pulping to Papermaking for Printing, Proceedings of the 10th International Conference on Pattern Recognition and Image Analysis PRIA-10, St. Petersburg, Russian Federation, 2010.

  160. Laaksonen, L., Strokina, N., Eerola, T., Lensu, L., Kälviäinen, H., Improving Particle Segmentation from Process Images with Wiener Filtering, Proceedings of the 17th Scandinavian Conference on Image Analysis (SCIA2011), Ystad Saltsjöbad, Sweden, 2011.

  161. Strokina, N., Eerola, T., Lensu, L., Kälviäinen, H., Adaptive Classification of Dirt Particles in Papermaking Process, Proceedings of the 17th Scandinavian Conference on Image Analysis (SCIA2011), Ystad Saltsjöbad, Sweden, 2011.

  162. Strokina, N., Mankki, A., Eerola, T., Lensu, L., Käyhkö, J., Kälviäinen, H., Semisynthetic Ground Truth for Dirt Particle Counting and Classification Methods, Proceedings of the 12th IAPR Conference on Machine Vision Applications (MVA2011), Nara, Japan, 2011.

B. Non-refereed scientific articles

  1. Kälviäinen, H., Randomized Hough Transform (RHT): New Extensions to Line Detection, Proceedings of the Seventh Finnish Symposium on Computer Science, Liperi, Finland, January 1994, pp. 63-78.

  2. Kälviäinen, H., Kukkonen, S., Parkkinen, J., Hyvärinen, T., Quality Control in Tile Production, Proc. SPIE Intelligent Robots and Computer Vision XVII: Algorithms, Techniques, and Active Vision, Boston, MA, USA, November 2-5, Vol. 3522, pp. 355-365, 1998. The best professional paper presentation award of the conference.

  3. Kukkonen, S., Kälviäinen, H., Parkkinen, J., Visual Inspection by Spectral Features in Ceramics Industry, Proceedings of EUROPTO Conference on Polarisation and Colour Techniques in Industrial Inspection, Munich, Germany, June 1999, SPIE Vol. 3826, pp. 64-75.

  4. Kyrki, V., Ikonen, J., Porras, J., Kälviäinen, H., Parallel Image Processing for Line Detection in Shared-Memory and Distributed Environments, Proc. SPIE Intelligent Robots and Computer Vision XIX: Algorithms, Techniques, and Active Vision, Boston, USA, November 5-8, 2000, Vol. 4197, pp. 89-97.

  5. Kälviäinen, H., Saarinen, P., Salmela. P., Sadovnikov, A., Drobchenko, A., Visual Inspection on Paper by Machine Vision, Proceedings of SPIE Conference on Intelligent Robots and Computer Vision XXI: Algorithms, Techniques, and Active Vision, Vol. 5267, Providence, Rhode Island, USA, October 27-31, 2003, pp. 321-332.

  6. Lyden, S., Kälviäinen, H., Nykänen, J., Surface Roughness Estimation of Shot Blasted Steel Bars Using Machine Vision, Proceedings of SPIE Conference on Intelligent Robots and Computer Vision XXII: Algorithms, Techniques, and Active Vision, Philadelphia, USA, October 25-27, 2004, Vol. 5608, pp. 278-289.

  7. Sadovnikov, A., Lensu, L., Kälviäinen, H., On Estimation of Perceived Mottling Prior to Printing, Proceedings of the 20th Annual IS&T/SPIE Symposium on Electronic Imaging, San Jose, California, USA, 2008.

  8. Oittinen, P., Halonen, R., Kokkonen, A., Leisti, T., Nyman, G., Eerola, T., Lensu, L., Kälviäinen, H., Ritala, R., Pulla, J., Mettänen., M., Framework for Modeling Visual Printed Image Quality from the Paper Perspective, Proceedings of the 20th Annual IS&T/SPIE Symposium on Electronic Imaging, San Jose, California, USA, 2008.
C. Scientific books (monographs)

  1. Kälviäinen, H., Parkkinen, J., Kaarna, A. (Eds.), Proceedings of 14th Scandinavian Conference, SCIA 2005, Joensuu, Finland, June 19-22, 2005. Springer-Verlag, Lecture Notes in Computer Science, Vol. 3540.
D Publications intended for professional communities
  1. Kälviäinen, H., Graafien vertailualgoritmiohjelmisto, Manual (in Finnish), Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1989. 72 pp.

  2. Kälviäinen, H., Oja, E., Comparisons of Attributed Graph Matching Algorithms for Computer Vision. Research Report No. 19. Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1990. 14 pp.  

  3. Kälviäinen, H., Oja, E., Xu, L., Motion Detection using Randomized Hough Transform, Research Report No. 24, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1990. 9 pp.

  4. Kälviäinen, H., The Hough Transform: On Recent Probabilistic Hough-like Approaches and on Motion Detection Applications, Research Report No. 30, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1992. 14 pp.

  5. Kälviäinen, H., Overview on Motion Estimation, Research Report No. 31, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1992. 43 pp.

  6. Kälviäinen, H., Motion Detection by the RHT Method: Probability Mechanisms and Extensions, Research Report No. 32, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1992. 47 pp.  

  7. Kälviäinen, H., Xu L., Oja, E., Recent Versions of the Hough Transform and the Randomized Hough Transform: Overview and Comparisons, Research Report No. 37, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1993. 19 pp.

  8. Kälviäinen, H., Hirvonen, P., Connective Randomized Hough Transform (CRHT), Research Report No. 44, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1993. 20 pp.

  9. Kälviäinen, H., (editor), 1591 Tietotekniikan seminaari, kevät 1997: Tietotekniikan modernit menetelmät ja välineet (in Finnish), Lecture Notes No. 26, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1997. 433 pp.

  10. Kälviäinen, H., Toivanen, P., (editors), Triennial Report 1995-1997, Laboratory of Information Processing, Department of Information Technology, Lappeenranta University of Technology Lappeenranta, Finland, 1998. 56 pp.

  11. Kaarna, A., Zemcik, P., Kälviäinen, H., and Parkkinen, J., Multispectral Image Compression, Research Report No. 60, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1998. 30 pp. 

  12. Fränti, P., Ageenko E.I., Kälviäinen, H., Kukkonen, S., Lossless and Near-Lossless Compression of Line-drawing Images Using Hough Transform, Report A-1998-6, Report Series A, University of Joensuu, Department of Computer Science, Joensuu, Finland, 1998. 12 pp.

  13. Kälviäinen, H., (editor), 1591 Tietotekniikan seminaari, kevät 1998: Oppivat verkot, tekoäly ja konenäkö (in Finnish), Lecture Notes No. 27, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1998. 388 pp.

  14. Kälviäinen, H., (editor), 1591 Tietotekniikan seminaari, kevät 1999 (in Finnish), Lecture Notes No. 29, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1999. 469 pp.

  15. Zemcik, P., Frydrych, M., Kälviäinen, H., Toivanen, P., Voracek, J., Multispectral Image Colour Encoding, Research Report No. 65, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1999. 7 pp.

  16. Kyrki, V., Ikonen, J., Porras, J., Kälviäinen, H., Parallellizing the Hough Transform in Shared-Memory and Distributed Environments, Research Report No. 66, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1999. 12 pp.

  17. Kyrki, V., Ikonen, J., Porras, J., Kälviäinen, H., Multiprocessor Implementation of the Randomized Hough Transform, Research Report No. 67, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1999. 10 pp.

  18. Kälviäinen, H., (editor) 1970 Tietojenkäsittelytekniikan jatko-opintokurssi, 1998-1999: Kuvatiedon tiivistäminen (in Finnish), Lecture Notes No. 30, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1999. 191 pp.

  19. Kyrki, V., Kälviäinen, H., Selesvuo J., Konenäön käyttö levyosien laadun mittaukseen (in Finnish), Ohutlevy, 2/2000, Finland, pp. 14-15.

  20. Fränti, P., Mednonogov, A., Kyrki, V., Kälviäinen, H., Content-Based Retrieval of Line-Drawing Images Using Hough Transform, Research Report No. 71, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 2000. 11 pp.

  21. Kyrki. V., Kämäräinen, J., Kälviäinen, H., Invariant Shape Recognition Using Global Gabor Features, Research Report No. 72, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 2000. 10 pp.

  22. Nikula, U., Sajaniemi, J., Kälviäinen, H., A State-of-the Practice Survey on Requirements Engineering in Small- and Medium-Sized Enterprises, Research Report No. 1, Telecom Business Research Center (TBRC), Lappeenranta University of Technology, Lappeenranta, Finland, 2000. 25 pp.

  23. Smolander, K., Hoikka, K., Isokallio, J., Kataikko, M., Mäkelä, T., Kälviäinen, H., Required and Optional Viewpoints - What is Included in Software Architectures?, Working Papers No. 10, Telecom Business Research Center (TBRC), Lappeenranta University of Technology, Lappeenranta, Finland, 2001. 25 pp.

  24. Kälviäinen, H. (editor), Research Seminar on Information Technology, 2000-2001, Report No. 77, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 2001. 58 pp.

  25. Kämäräinen, J., Kyrki, V., Kälviäinen, H., Fundamental Frequency Gabor Filters for Object Recognition, Research Report No. 78, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 2002. 7 pp.

  26. Kämäräinen, J., Kyrki, V., Kälviäinen, H., Gabor Features for Invariant Object Recognition, Research Report No. 79, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 2002. 34 pp.

  27. Ollikainen, M., Varis, J., Kälviäinen, H., Levytuotetuotannon laadunvalvonta - LELA (in Finnish), 94 s., Research Report No. 38, Lappeenranta University of Technology, Department of Mechanical Engineering, Lappeenranta, Finland, 2003. 94 pp.

  28. Rongas, T., Kaarna, A., Kälviäinen, H., Classification of Tools for Use in Introductory Courses, Research Report No. 91, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 2004. 34 pp.

  29. Sadovnikov, A., Vartiainen, J., Kämäräinen, J.-K., Lensu, L., Kälviäinen, H., Detection of Irregularities in Regular Dot Patterns, Research Report No. 93, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 2005. 15 pp.

  30. Paalanen, P., Kämäräinen, J.-K., Ilonen, J., Kälviäinen, H., Feature Representation and Discrimination Based on Gaussian Mixture Model Probability Densities - Practices and Algorithms, Research Report No. 95, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 2005. 24 pp.

  31. Drobchenko, A., Vartiainen, J., Kamarainen, J.-K., Lensu, L., Kälviäinen, H., Thresholding Based Detection of Fine and Sparse Details, Research Report No. 99, Lappeenranta University of Technology, Department of Information Technology, 2005.

  32. Rongas, T., Kyrki, V., Kaarna, A., Kälviäinen, H., Remote Sensing in the Northern Dimension: Overview and Applications, Publication 25, Northern Dimension Research Centre (NORDI), Lappeenranta University of Technology, Finland, 2006. 46 pp.

  33. Vartiainen, J., Paalanen, P., Kamarainen, J.-K., Lensu, L., Kälviäinen, H., Minimum Error Contrast Enhancement, Research Report No. 102, Lappeenranta University of Technology, Department of Information Technology, 2006.

  34. Kauppi, T., Kalesnykiene, V., Lensu, L., Kamarainen, J.-K., Sorri, I., Kälviäinen, H., Pietilä, J., Uusitalo, H., Toward Systemized Collection of Expert Knowledge for Fundus Images in Diabetic Retinopathy, poster abstract in Engineering the Eye II: Imaging the Retina Galway, Ireland, 2006.

  35. Paalanen, P., Kamarainen, J-.K., Kälviäinen, H., Image Based Quantitative Mosaic Evaluation with Artificial Viedo, Research Report No. 106, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 2007.

  36. Panjeh Fouladgaran, M., Mankki, A., Paras, P., Kesti, T., Lensu, L., Mutanen, J., Hauta-Kasari, M., Käyhkö, J., Kälviäinen, .H, Imaging and Characterization of Particles and Fiber Deformation in Paper and Pulp, EffTech Seminar, Oct 6, 2009, Espoo, Finland, Poster presentation, 2009.

  37. Leppänen, J., Ryynänen, V., Ratava, J., Lindh, T., Rikkonen, M., Kyrki, V., Varis, J., Kälviäinen, H., Sihvo, I., Oppiva reaaliaikainen analysointi- ja säätöjärjestelmä sorvaukseen (FEEDCHIP) (in Finnish), Research Report No. 78, Lappeenranta University of Technology, Faculty of Technology, LUT Mechanical Engineering, Lappeenranta, Finland, 2009.

  38. Kälviäinen, H., Image Print Quality Assessment by Machine Vision, the abstract of the invited talk in Sino-foreign-interchange Workshop on Intelligence Science and Intelligent Data Engineering (IScIDE 2010), June 3-6, 2010, Harbin, China.

  39. Kaarna, A., Liu, W., Kälviäinen, H., Development of Color Density Concept with Color Difference Formulas in Respect to Human Vision System, the abstract of the talk in Sino-foreign-interchange Workshop on Intelligence Science and Intelligent Data Engineering (IScIDE 2010), June 3-6, 2010, Harbin, China.

  40. Halonen, R., Nuutinen, M., Oittinen, P., Leisti, T., Nyman, G., Mettänen, M., Ritala, R., Eerola, T., Lensu, L., Kämäräinen, J-K., Kälviäinen, H., Fusion of Digital and Visual Print Quality - Final Report of DigiQ Project, Graphic Arts in Finland, Vol. 39, No. 3, December 2010.

  41. Asikainen, A., Hynynen, J., Teeri, T., Vuorinen, T., Määttänen, M., Ritala, R., Kälviäinen, H., Lensu, L., Hellén, E., Lipponen, J., Poranen, J., Tukiainen, P., Intelligent and Resource-Efficient Production Technologies, Programme Report 2008–2010, Forestcluster, 2011. 148 pp.
E. Publications intended for the general public, linked to the research

  1. Kälviäinen, H., Suomelle elintärkeä tutkimustyö vaarantumassa (in Finnish), Etelä-Saimaa 4.12.1993.

  2. Kälviäinen, H., Multimedia, teknologiasiirto ja värinäkö kutsuesitelmien aiheina (in Finnish), LTKK - Kuulumisia (1997) 3, Lappeenranta, Finland, 1997. Pp. 22-23.

  3. Kälviäinen, H., SCIA-konferenssi - LTKK tieteen vuorovaikutuksen keskuksena (in Finnish), LTKK - Kuulumisia (1997) 3, Lappeenranta, Finland, 1997. Pp. 20-21.

  4. Kälviäinen, H., Tietokonenäön sovelluksia kansainvälisessä kesäkoulussa (in Finnish), LTKK - Kuulumisia (2000) 4, Lappeenranta, Finland, 2000. Pp. 12.

  5. Kälviäinen, H., Älykäs tietojenkäsittely informaatioyhteiskunnassa (in Finnish), Etelä-Saimaa, Finland, 17.11.2000.
F. Public artistic and design activities
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G. Theses

  1. Kälviäinen, H., Graafien vertailualgoritmit tietokonenäössä, Diploma thesis (in Finnish), Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1989. 104 pp.

  2. Kälviäinen, H., Motion Analysis by the RHT Method in Computer Vision, Licentiate thesis, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1992. 107 pp. 

  3. Kälviäinen, H., Randomized Hough Transform: New Extensions, Dr.Tech. Dissertation, Lappeenranta University of Technology, Department of Information Technology, Lappeenranta, Finland, 1994. 

  4. Kälviäinen, H., Parkkinen, J., Kaarna, A. (Eds.), Proceedings of 14th Scandinavian Conference, SCIA 2005, Joensuu, Finland, June 19-22, 2005. Springer-Verlag, Lecture Notes in Computer Science, Vol. 3540.
H. Patents and invention disclosures
  1. Patent application FI2009/050957 pending, filed 2009.
I. Audiovisual material, ICT software
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J. Other publications

  1. Rantanen, H., Meuronen, V., Kälviäinen, H., Väitöskirjan tekeminen ja väitteleminen Lappeenrannan teknillisessä korkeakoulussa: käytännön kokemuksia ja ohjeita väitöskirjaa tekeville (in Finnish), Lappeenrannan teknillisen korkeakoulun assistenttien ja tutkijain yhdistys -LaTKA ry., Julkaisu 2, Lappeeenranta, Finland, 1995. 18 pp.

  2. Kälviäinen, H., Olo kotoisaksi (in Finnish), LTKK - Kuulumisia (1996) 4, Lappeenranta, Finland, 1996. Pp. 15.

  3. Rantanen, H., Meuronen, V., Kälviäinen, H., Lehmusvaara, A., Porras, J., Tuunila, R., Väitöskirjan tekeminen ja väitteleminen Lappeenrannan teknillisessä korkeakoulussa: Käytännön kokemuksia ja ohjeita väitöskirjaa tekeville (in Finnish), Lappeenrannan teknillisen korkeakoulun assistenttien ja tutkijain yhdistys - LaTKA ry. Julkaisu 3, Lappeenranta, Finland, 1999. 27 pp.

  4. Kälviäinen, H., (editor), 010506000 Tietojenkäsittelyn perusteet: Osa 2, kevät 2000 (in Finnish), Lecture Notes, Aalef, Ltd., Lappeenranta, 2000. 161 pp.