Методичні матеріали англійською мовою (Methodological materials in English)

Посібники

  • The communication handbook, Second edition. Editor-in-chief J.D. Gibson, CRC Press, 2002, 415 p. 
  • Van Trees H.L., Detection, estimation, and modulation theory. Part III, Wiley-Interscience, 2001, 626 p.
  • Van Trees H.L., Optimum Array Processing, Wiley-Interscience, 1443 p. 
  • Taylor J.C., An Introduction to Measure and Probability, Springer, 1996, 299 p. 
  • Bishop C.M., Pattern Recognition and Machine Learning, Springer, 2006, 738 p.
  • Kolmogorov A.N., Fomin S.V. Elements of the theory of functions and functional analysis, Dover publications, 1961, 128 p.
  • Key S.M. Fundamentals of Statistical Signal Processing. Estimation Theory. Prentice Hqall, 1993, 595 p.
  • Fukunaga K., Introduction to Statistical Pattern Recognition. Second Edition, Academic Press, 1990, 591 p.
  • Time-frequency Signal Analysis, Editors L. Stankovic, S. Stankovic, I. Djurovic, M. Dakovic, Montenegro, 2011, 1833 p.
  • Mallat S., A Wavelet Tour of Signal Processing, Academic Press, 577 p.
  • Digital image processing, Edited by W. Pratt, Fourth Edition, 2007, 782 p.
  • UWB communication systems. A comprehensive overview. Edited by M-G. di Benedetto et al, Hindawi Publishing Corporation, 2006, 495 p. 
  • The transform and data compression handbook, edited by K.R. Rao and P.C. Yip, 2001, 345 p.
  • Image processing toolbox. For Use with MATLAB, The Mathworks, 1993, 205 p.
  • Salomon D., Data Compression. The Complete Reference. Springer, 1998, 817 p.
  • Ritter G.X., Wilson J.N., Handbook of Computer Vision Algorithms in Image Algebra, CRC Press, 2001, 415 p.

Монографії

  • Multivariate Image Processing, Edited by C. Collet, J. Chanussot, K. Chehdi, Wiley, 2010, 459 p.
  • Blind Image Deconvolution. Theory and Applications, Edited by P. Campisi and K. Egiazarian, CRC Press, 2007, 448 p.
  • Altman Y., Accelerating Matlab Performance. 1001 tips to speed up MATLAB programs, CRC Press 2015, 743 p.
  • N. Marz, J. Warren, Dig Data. Principles and best practices of scalable real-time data systems, Manning, 2015, 508 p.
  • D. Manolakis, R. Lockwood, T. Cooley, Hyperspectral Imaging Remote Sensing, Physics, Sensors, and Algorithms. Cambridge University Press, 2016, 687 p.
  • Robust Image Authentication in the Presence of Noise, Edited by N. Zivic, Springer, 2015, 187 p. 
  • AI Game Programming Wisdom, Edited by S. Rabin, Charles River Media, USA, 2002, 672 p.
  • P. Garves et al, Strategies for Feedback linearization. A Dynamic Neural Network approach. Springer, 2003, 171 p.
  • Baldi P., Brunak S., Bioinformatics. The machine learning approach. Second edition., The MIT Press. 452 p. 
  • Haykin S., Neural Networks. A comprehensive foundation. Printice Hall, 1994, 696 p.
  • Ripley B.D., Pattern Recognition and Neural Networks, Cambridge University Press, 2001, 403 p.
  • Macejowski J.M., Predictive Control with Constraints, Prentice Hall, 2002, 331 p. 
  • Cressie N.A.C., Statistics for spatial data. Revised Edition. Wiley Series in probability and mathematical statistics, 1993, 900 p.
  • Advances in Signal transforms. Theory and applications. Edited by J. Astola and L. Yaroslavsky. Hindawi Publishing corporation, 2007, 141 p.
  • Advances in Nonlinear Signal and Image Processing, Edited by S. Marshall and G.L. Siguranza, Hindawi Publishing corporation, 2006, 170 p.
  • Advances in learning theory: methods, models and applications, Edited by J. Suykens et al, NATO Science Series, 2003, 415 p.
  • Nesterov Yu. Introductory Lectures on Convex Optimization. A basic course. Kluwer Academic Publishers, 2004. 236 p.
  • Perlovsky L.I. Neural Networks and Intellect Using Model-Based Concepts, 2001, 469 p.
  • Harrington P., Machine Learning in Action, Manning, 2012, 354 p.
  • Chichocki A., Amari S., Adaptive Blind Signal and Image Processing, Wiley, 2003, 554 p.
  • Camacho E.F., Bordons C., Model Predictive Control. Second Edition, Springer, 2003, 405 p.
  • Passino K.M., Biomimicry for Optimization, Control and Automation, Springer, 2005, 926 p. 
  • Faugeras O. Three-dimensional computer vision, A geometric viewpoint. The MIT Press. 657 p.
  • Hastie T., Tibshirani R., Friedman J., The elements of statistical learning, Data Mining, Inference, and Prediction,  Springer, 2001, 533 p.

Дисертації, що захищені в країнах ЄС

  • Wintenby J., Resource allocation in Airborne Surveillance Radar, Goteborg, Ph. D. Thesis, Sweden, 2003, 192 p.
  • Dmytro Paliy, “Local Approximations in Demosaicing and Debluring of Digital Sensor Data”, Tampereen teknillien yliopisto, julkaisu 708, Tampere University of Technology, Publication 708, December 3, 2007
  • Esin Guldogan, “Impoving Content-Based Image Indexing and Retrieval Performance”, Tampereen teknillien yliopisto, julkaisu 792, Tampere University of Technology, Publication 792, January 9, 2008
  • Kostadin Dabov, “Image and Video Restoration with Nonlocal Transform-Domain Filtering”, Tampereen teknillien yliopisto, julkaisu 909, Tampere University of Technology, publication 909, September 3, 2010
  • Atanas Boev, “Perceptually Optimized Visualization on Autostereoscopic 3D Displays”, Tampereen teknillien yliopisto, julkaisu 1063, Tampere University of Technology, publication 1063, August 31, 2012
  • Alessandro Foi, “Pointwise Shape-Adaptive DCT Image Filtering and Signal-Depending Noise Estimation”, Tampereen teknillien yliopisto, julkaisu 710, Tampere University of Technology, publication 710, December 5, 2007
  • Antii Niesmistӧ, “Quantitative Image Analysis Methods for Applications in Biomedical Microscopy”, Tampereen teknillien yliopisto, julkaisu 632, Tampere University of Technology, publication 632, November 24, 2006
  • Oleg Tsymbal, “Multistage Robust Adaptive Filtering of Multichannel Remote Sensing Images”, Tampereen teknillien yliopisto, julkaisu 538, Tampere University of Technology, publication 538, June 17, 2005
  • Andriy Bazhyna, “Image Compression in Digital Cameras”, Tampereen teknillien yliopisto, julkaisu 797, Tampere University of Technology, publication 797, March 20, 2009
  • Leena Lepistӧ, “Colour and Texture Based Classification of Rock Images Using Classifier Combinations”, Tampereen teknillien yliopisto, julkaisu 593, Tampere University of Technology, publication 593, April 7, 2006
  • Iikka Korhonen, “Methods for the analysis of short-term variability of heart rate and blood pressure in frequency domain”, VTT Information Technology, Tampere University of Technology, Publications 316 September 12, 1997
  • Mikko Tammi, “Techniques for Low Bit Rate Speech Coding – Speech Modeling in WI and RCELP”, Tampereen teknillinen korkeakoulu Julkaisuja 406, Tampere University of Technology, Publication 406, January 10, 2002
  • Timo Viero, “Algorithms for Image Sequence Filtering, Coding and Image Segmentation”, Tampereen teknillinen korkeakoulu Julkaisuja 176, Tampere University of Technology, Publication 176, March 1, 1996
  • Risto Wichman, “Design, Analysis and Applications of Weighted Median Structures”, Tampereen teknillinen korkeakoulu Julkaisuja 154, Tampere University of Technology, Publication 154, February 24, 1995
  • Tong Sun, “Design of Order Statistics Based Filters for Image Processing Applications”, Tampereen teknillinen korkeakoulu Julkaisuja 130, Tampere University of Technology, Publication 130, May 6, 1994
  • Atanas Gotchev, “Spline and Wavelet Based Techniques for Signal and Image Processing”, Tampereen teknillinen korkeakoulu Julkaisuja 429, Tampere University of Technology, Publication 429, September 5, 2003
  • Kari Saarinen, “On Filtering, Analysis, and Display of Digital Color and Radar Images”, Tampereen teknillinen korkeakoulu Julkaisuja 282, Tampere University of Technology, Publication 282, December 22, 1999
  • David Gevorkian, “Computational Aspects of Discrete Linear Transforms and Rank Order Based Filters”, Tampereen teknillinen korkeakoulu Julkaisuja 205, Tampere University of Technology, Publication 205, May 23, 1997
  • Faouzi Alaya Cheikh, “MUVIS: A System for Content-Based Image Retrieval”, Tampereen teknillinen korkeakoulu Julkaisuja 465, Tampere University of Technology, Publication 465, April 6, 2004
  • Hakan Ӧktem, “Transform Domain Algorithms for Biomedical Signal and Image Processing Problems”, Tampereen teknillinen korkeakoulu Julkaisuja 417, Tampere University of Technology, Publication 417, May 16, 2003
  • Pertti Koivisto, “Training-Based Design of Soft Morphological Filters: Methods and Criteria”, Tampereen teknillinen korkeakoulu Julkaisuja 285, Tampere University of Technology, Publication 285, February 25, 2000
  • Corneliu Rusu, “Several Approaches to Cost Function Adaptation and Phase Approximation”, Tampereen teknillinen korkeakoulu Julkaisuja 284, Tampere University of Technology, Publication 284, February 4, 2000
  • Levent Ӧktem, “Hierarchical Enumerative Coding and its Applications in Image Compression”, Tampereen teknillinen korkeakoulu Julkaisuja 269, Tampere University of Technology, Publication 269, November 5, 1999
  • Heikki Huttunen, “Training Based Optimization of Nonlinear Digital Filters: Case Studies”, Tampereen teknillinen korkeakoulu Julkaisuja 259, Tampere University of Technology, Publication 259, June 14, 1999
  • Sakari Alenius, “On Noise Reduction in Iterative Image Reconstruction Algorithms for Emission Tomography: Media Root Prior”, Tampereen teknillinen korkeakoulu Julkaisuja 265, Tampere University of Technology, Publication 265, October 9, 1999
  • Mika Helsingius, “Customized Methods for High Subjective Quality Image Coding”, Tampereen teknillinen korkeakoulu Julkaisuja 240, Tampere University of Technology, Publication 240, November 6, 1998
  • Mykola Ponomarenko, “Partition Scheme Based High Quality Image Compression”, Tampereen teknillien yliopisto, julkaisu 570, Tampere University of Technology, publication 570, December 1, 2005
  • Lina Jin, “Perceptual Quality Assessment for Visual Signal”, Tampereen teknillien yliopisto, julkaisu 1279, Tampere University of Technology, publication 1279, January 30, 2015
  • Evgeny Belyaev, “An Energy-efficient Live Video Coding and Communication over Unreliable Channels”, Tampereen teknillien yliopisto, julkaisu 1283, Tampere University of Technology, publication 1283, February 20, 2015
  • Olli Yli-Harja, “Median Filters: Extension, Analyses and Design”, Lappeenranta University of Technology, Lappeenranta, Finland, May 19, 1989
  • Arto Kaarna, “Multispectral Image Compression Using the Wavelet Transform”, Lappeenranta University of Technology, Lappeenranta, Finland, December 11, 2000
  • Ekaterina Riabchenko, “Generative Part-Based Gabor Object Detector”, Lappeenranta University of Technology, Lappeenranta, Finland, September 25, 2000.