TAMPERE UNIVERSITY OF TECHNOLOGY - Department of Signal Processing

Associate Professor Heikki Huttunen, Dr.Eng.

Department of Signal Processing

Tampere University of Technology

• Course SGN-1201 Signaalinkäsittelyn menetelmät.
• Course SGN-1251 Signaalinkäsittelyn sovellukset.
  
• Course SGN-2607 Statistical Signal Processing.
  
• Course SGN-1970 Signal Processing candidate seminar.
  
• Course SGN-1600 Signal Processing and Multimedia Laboratory: a programming exercise with TI DSP boards.

• Pattern recognition and statistics
  
• Computer vision for various applications, including
  • systems biology
  • printed electronics manufacturing
  • OCR; especially LPR for access control.
• Signal Processing Journal Club is our seminar on recent development in various areas of signal processing.

• Exhibition chair of 3D-CON meeting in June, 2010.
• Chairman of 3T.

1. J. Mäkelä, H. Huttunen, M. Kandhavelu, O. Yli-Harja and A.S. Ribeiro, "Automatic detection of changes in the dynamics of delayed stochastic gene networks and in vivo production of RNA molecules in Escherichia coli," Bioinformatics, Aug. 2011.
2. H. Huttunen, J-P. Kauppi, J. Tohka, "Regularized logistic regression for mind reading with parallel validation," winning submission to ICANN2011 MEG challenge, p. 20-24, July 2011.
3. J-P. Kauppi, H. Huttunen, H. Korkala, I.P. Jääskeläinen, M. Sams and J. Tohka, "Face Prediction from fMRI Data During Movie Stimulus: Strategies for Feature Selection," Proc. of. ICANN 2011, June 2011.
4. H. Huttunen, J-P. Ryynänen, H. Forsvik, V. Voipio and H. Kikuchi, "Kernel Fisher Discriminant and Elliptic Shape Model for Automatic Measurement of Allergic Reactions," Proc. of. SCIA 2011, May 2011.
5. T. Manninen, R. Rönkkä and H. Huttunen, "Point Pattern Matching for 2-D Point Sets with Regular Structure," Proc. of. SCIA 2011, May 2011.
6. H. Huttunen, M. Valkama, J. Talvitie and M. Laaksonen, "Motivating the Mathematics Studies by Real-life Examples of Signal Processing and Communications Engineering," in Proc. IEEE DSPE2011 Workshop, Sedona, Arizona, Jan. 2011.
7. T. Manninen, V. Pekkanen, K. Rutanen, P. Ruusuvuori, R.Rönkkä and H. Huttunen, "Alignment of Individually Adapted Print Patterns for Inkjet Printed Electronics," Journal of Imaging Science and Technology, 54(5), Sept. 2010.
8. H. Oinonen, H. Forsvik, P. Ruusuvuori, O. Yli-Harja, V. Voipio and H. Huttunen, "Identity Verification Based on Vessel Matching from Fundus Images," Proc. of IEEE ICIP 2010, Sept. 2010.