Signals and Systems  

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  1. Alan V. Oppenheim, Alan S. Willsky, Hamad Nawab, ``Signals and systems,'' Upper Saddle River, N.J. : Prentice Hall, 1997.
  2. B. P. Lathi, ``Linear Systems and Signals,'' Berkeley Cambridge Pr, 2nd edition, 2001.
  3. B. P. Lathi, ``Signal Processing and Linear Systems,'' Oxford University Press, 2000.
  4. Hwei P. Hsu, ``Schaum's outline of theory and problems of signals and systems,'' New York, NY : McGraw-Hill, 1995. 

Digital Signal Processing  

Summary [html].

  1. Alan V. Oppenheim, Ronald W. Schafer, John R. Buck, ``Discrete-time signal processing,'' Upper Saddle River, N.J. : Prentice Hall, 1999.
  2. Jim McClellan, Ron Schafer, and Mark Yoder, "DSP First: A Multimedia Approach," Prentice Hall, 1997.
  3. John G. Proakis, Dimitris G. Manolakis, ``Digital Signal Processing: Principles, Algorithms and Applications,'' (3rd Edition), Prentice Hall, 1995.
  4. Vinay K. Ingle, John G. Proakis, ``Digital Signal Processing Using MATLAB,'' Brooks/Cole Pub Co, 1999.
  5. Darrell Williamson, ``Discrete-time signal processing : an algebraic approach,'' London ; New York : Springer, 1999.
  6. Saeed V. Vaseghi, ``Advanced digital signal processing and noise reduction,'' 2nd ed., Chichester ; New York : John Wiley, c2000. 
  7. Glenn Zelniker, Fred J. Taylor, ``Advanced digital signal processing : theory and applications,'' New York : Marcel Dekker, c1994.
  8. Antoniou, A., (1993), Digital Filters : Analysis, Design and Applications, McGraw-Hill, USA.
  9. Defatta, D. J., Lucas, J. G. and Hodgkiss, W. S., (1988), Digital Signal Processing - A system Design Approach, John Wiley & Sons Inc., USA.
  10. Qian, S and Chen, D., (1996), Joint Time-Frequency Analysis, Prentice-Hall Inc., USA.

Statistical Signal Processing (Detection and Estimation)

Summary [html].

  1. Louis L. Scharf, ``Statistical Signal Processing : Detection, Estimation, and Time Series Analysis,'' Addison-Wesley Pub Co, March 1991.
  2. Steven M. Kay, ``Fundamentals of Statistical Signal Processing, Volume I: Estimation Theory," Prentice Hall, 1993.
  3. Steven M. Kay, ``Fundamentals of Statistical Signal Processing, Volume II: Detection Theory," Prentice Hall, 1998.
  4. Dimitris G. Manolakis, Vinay K. Ingle, Stephen M. Kogan, ``Statistical and Adaptive Signal Processing: Spectral Estimation, Signal Modeling, Adaptive Filtering and Array Processing,'' McGraw-Hill, 1999. 
  5. H. Vincent Poor, ``An introduction to signal detection and estimation,'' 2nd ed., New York : Springer-Verlag, c1994.   
  6. Harry L. Van Trees, ``Detection, estimation, and modulation theory,'' Part I, New York: Wiley, 2001.
  7. Harry L. Van Trees, ``Detection, estimation, and modulation theory,'' Part III, Radar-Sonar Signal Processing and Gaussian Signals in Noise, New York: Wiley, 2001.
  8. Harry L. Van Trees, ``Detection, estimation, and modulation theory,'' Part IV, Optimum Array Processing, New York: Wiley, 2002.
  9. B.L.S. Prakasa Rao, ``Nonparametric functional estimation,'' Orlando : Academic Press, 1983. 
  10. Ishwar V. Basawa and B.L.S. Prakasa Rao, ``Statistical inference for stochastic processes,'' London ; New York : Academic Press, 1980.
  11. B.L.S. Prakasa Rao, ``Asymptotic theory of statistical inference,'' New York : Wiley, 1987.
  12. S. A. Kassam, ``Signal detection in non-Gaussian noise,'' Springer Verlag, 1988.
  13. Y. Bar­Shalom and X. R. Li, Multitarget­Multisensor Tracking: Principles and Techniques, YBS Publishing, 1995.
  14. Y. Bar­Shalom and W. Dale Blair (editors), Multitarget­Multisensor Tracking: Applications and Advances, vol. III, Artech House, 2000.
  15. Y. Bar­Shalom, X. R. Li and T. Kirubarajan, Estimation with Applications to Tracking and Navigation: Algorithms and Software for Information Extraction, J. Wiley and Sons, 2001.
  16. L. Elliott and J. Moore, "Hidden Markov models: estimation and control," Springer-Verlag, 1995.
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Adaptive Filtering / Adaptive Signal Processing  

  1. Simon Haykin (Editor), ``Unsupervised Adaptive Filtering,'' Volume 1, Blind Source Separation, Wiley, 2000.
  2. Simon Haykin (Editor), `` Unsupervised Adaptive Filtering,'' Volume 2, Blind Deconvolution, Wiley, 2000.
  3. Simon Haykin, ``Adaptive Filter Theory,'' 4th ed., Prentice Hall, 2001.
  4. Bernard Widrow, Samuel D. Stearns, ``Adaptive signal processing,'' Englewood Cliffs, N.J. : Prentice-Hall, c1985. 
  5. S. Thomas Alexander, ``Adaptive signal processing : theory and applications,'' New York : Springer-Verlag, c1986. 
  6. Leon H. Sibul (Editor), ``Adaptive signal processing,'' New York : IEEE Press, c1987. (excellent)
  7. Victor Solo, Xuan Kong, ``Adaptive signal processing algorithms : stability and performance,'' Englewood Cliffs, N.J. : Prentice Hall, c1995. 

Spectral Estimation

  1. Steven M. Kay, ``Modern spectral estimation : theory and application,'' Englewood Cliffs, N.J. : Prentice Hall, 1988. 
  2. S. Lawrence Marple, Jr., ``Digital spectral analysis : with applications,'' Englewood Cliffs, N.J. : Prentice-Hall, 1987. 
  3. M.B. Priestley, ``Spectral analysis and time series,'' London ; New York : Academic Press, 1982. 
  4. S. Unnikrishna Pillai, Theodore I. Shim, ``Spectrum estimation and system identification,'' New York : Springer-Verlag, 1993. 
  5. Simon Haykin, ``Advances in spectrum analysis and array processing,'' Englewood, Cliffs, N.J. : Prentice Hall, c1991. 

Signal Modeling  

  1. Stan Z. Li, ``Markov Random Field Modeling in Image Analysis,'' 2nd edition, Springer Verlag, 2001.  

Array Processing  

  1. Prabhakar S. Naidu, ``Sensor array signal processing,'' Boca Raton, Fla. : CRC Press, c2001. 

Image Processing  

  1. Anil K. Jain, ``Fundamentals of digital image processing,'' Englewood Cliffs, NJ : Prentice Hall, c1989. 
  2. Rafael C. Gonzalez,  Richard E. Woods, ``Digital Image Processing,'' 2nd Edition, Prentice Hall; ISBN: 0201180758; January 15, 2002.
  3. Rafael C. Gonzalez,  Richard E. Woods,  Steven L. Eddins, "Digital Image Processing Using MATLAB," 1/e, Prentice Hall. ISBN:  0-13-008519-7.
  4. Sanjit K. Mitra, Giovanni Sicuranza, ``Nonlinear image processing,'' San Diego, Calif. ; Academic, 2000. 
  5. Georgy L. Gimel'farb, ``Image textures and Gibbs random fields'' Dordrecht ; Boston : Kluwer Academic Publishers, 1999. 
  6. Jia Li, Robert M. Gray, ``Image segmentation and compression using hidden Markov models,'' Boston, MA : Kluwer Academic, 2000. 
  7. W. K. Pratt, ``Digital Image Processing,'' 2nd Edition, John Wiley and Sons, 1991.
  8. Richards, John A., Jia, Xiuping, "Remote Sensing Digital Image Analysis: An Introduction", 4th ed., 2006, XXV, 439 p. 211 illus., 14 in colour., Hardcover
    ISBN: 3-540-25128-6. Springer.
  9. Soille, P. [2003]. Morphological Image Analysis: Principles and Applications, 2nd ed., Springer, NY.

  10. Duda, R. O., Hart, P. E., and Stork, D. G. [2001]. Pattern Classification, 2nd ed., John Wiley & Sons, NY.

  11. Ritter, G. X. and Wilson, J. N. [2001]. Handbook of Computer Vision Algorithms in Image Algebra, CRC Press, Boca Raton, FL.

  12. Shapiro, L. G. and Stockman, G. C. [2001]. Computer Vision, Prentice-Hall, Upper Saddle River, NJ.

  13. Dougherty, E. R. (ed.) [2000]. Random Processes for Image and Signal Processing, IEEE Press, NY.

  14. Etienne, E. K. and Nachtegael, M. (eds.). [2000]. Fuzzy Techniques in Image Processing, Springer-Verlag, NY.

  15. Goutsias, J, Vincent, L., and Bloomberg, D. S. (eds.) [2000]. Mathematical Morphology and Its Applications to Image and Signal Processing, Kluwer Academic Publishers, Boston, MA.

  16. Mallot, A. H. [2000]. Computational Vision, The MIT Press, Cambridge, MA.

  17. Marchand-Maillet, S. and Sharaiha, Y. M. [2000]. Binary Digital Image Processing: A Discrete Approach, Academic Press, NY.

  18. Mitra, S. K. and Sicuranza, G. L. (eds.) [2000]. Nonlinear Image Processing, Academic Press, NY.

  19. Edelman, S. [1999]. Representation and Recognition in Vision, The MIT Press, Cambridge, MA.

  20. Lillesand, T. M. and Kiefer, R. W. [1999]. Remote Sensing and Image Interpretation, John Wiley & Sons, NY.

  21. Mather, P. M. [1999]. Computer Processing of Remotely Sensed Images: An Introduction, John Wiley & Sons, NY.

  22. Petrou, M. and Bosdogianni, P. [1999]. Image Processing: The Fundamentals, John Wiley & Sons, UK.

  23. Russ, J. C. [1999]. The Image Processing Handbook, 3rd ed., CRC Press, Boca Raton, FL.

  24. Smirnov, A. [1999]. Processing of Multidimensional Signals, Springer-Verlag, NY.

  25. Sonka, M, Hlavac, V., and Boyle, R. [1999]. Image Processing, Analysis, and Computer Vision, PWS Publishing, NY.

  26. Umbaugh, S. E. [1998]. Computer Vision and Image Processing: A Practical Approach Using CVIPtools, Prentice-Hall, Upper Saddle River, NJ.

  27. Haskell, B.G. and Netravali, A.N. [1997]. Digital Pictures: Representation, Compression, and Standards, Perseus Publishing, NY.

  28. Jahne, B. [1997]. Digital Image Processing: Concepts, Algorithms, and Scientific Applications, Springer-Verlag, NY.

  29. Castleman, K. R. [1996]. Digital Image Processing, 2nd ed., Prentice Hall, Upper Saddle River, NJ.

  30. Geladi, P. and Grahn, H. [1996]. Multivariate Image Analysis, John Wiley & Sons, NY.

  31. Bracewell, R. N. [1995]. Two-Dimensional Imaging, Prentice Hall, Upper Saddle River, NJ.

  32. Sid-Ahmed, M.A. [1995]. Image Processing: Theory, Algorithms, and Architectures, McGraw-Hill, NY.

  33. Jain, R., Rangachar, K., and Schunk, B. [1995]. Computer Vision, McGraw-Hill, NY.

  34. Mitiche, A. [1994]. Computational Analysis of Visual Motion, Perseus Publishing, NY.

  35. Baxes, G. A. [1994]. Digital Image Processing: Principles and Applications, John Wiley & Sons, NY.

  36. Gonzalez, R. C. and Woods, R. E. [1992]. Digital Image Processing, Addison-Wesley, Reading, MA.

  37. Haralick, R.M. and Shapiro, L. G. [1992]. Computer and Robot Vision, vols. 1 & 2, Addison-Wesley, Reading, MA.

  38. Pratt, W. K. [1991]. Digital Image Processing, 2nd ed., Wiley Interscience, NY.

  39. Lim, J. S. [1990]. Two-Dimensional Signal and Image Processing, Prentice-Hall, Prentice-Hall, Upper Saddle River, NJ.

  40. Schalkoff, R. J. [1989]. Digital Image Processing and Computer Vision, John Wiley & Sons, NY.

  41. Giardina, C. R. and Dougherty, E. R. [1988]. Morphological Methods in Image and Signal Processing, Prentice Hall, Upper Saddle River, NJ.

  42. Gonzalez, R. C. and Wintz. P. [1987]. Digital Image Processing, 2nd, ed., Addison-Wesley, Reading, MA.

  43. Ulichney, R. [1987]. Digital Halftoning, The MIT Press, Cambridge, MA.

  44. Levine, M. D. [1985]. Vision in Man and Machine, McGraw-Hill, NY.

  45. Serra, J. [1982]. Image Analysis and Mathematical Morphology, Academic Press, NY.

  46. Ballard, D. H. and Brown, C. M. [1982]. Computer Vision, Prentice Hall, Upper Saddle River, NJ.

  47. Fu, K. S. [1982]. Syntactic Pattern Recognition and Applications, Prentice Hall, Upper Saddle River, NJ.

  48. Nevatia, R. [1982]. Machine Perception, Prentice-Hall, Upper Saddle River, NJ.

  49. Pavlidis, T. [1982]. Algorithms for Graphics and Image Processing, Computer Science Press, Rockville, MD.

  50. Rosenfeld, R. and Kak, A. C. [1982]. Digital Picture Processing, 2nd ed., vols. 1 & 2, Academic Press, NY.

  51. Hall, E. L. [1979]. Computer Image Processing and Recognition, Academic Press, NY.

  52. Gonzalez, R. C. and Thomason, M. G. [1978]. Syntactic Pattern Recognition: An Introduction, Addison-Wesley, Reading, MA.

  53. Gonzalez, R. C. and Wintz. P. [1977]. Digital Image Processing, Addison-Wesley, Reading, MA.

  54. Andrews, H. C. and Hunt, B. R. [1977]. Digital Image Restoration, Prentice Hall, Upper Saddle River, NJ.

  55. Pavlidis, T. [1977]. Structural Pattern Recognition, Springer-Verlag, NY, 1977.

  56. Tou, J. T. and Gonzalez, R. C. [1974]. Pattern Recognition Principles, Addison-Wesley, Reading, MA, 1974.

  57. Andrews, H. C. [1970]. Computer Techniques in Image Processing, Academic Press, NY.

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Radar Signal Processing, Sonar, Navigation  

  1. L. Y. Astanin and A. A. Kostylev, "Ultra-wideband Radar Measurements: analysis and processing," IEE publisher, 1997.  ISBN: 0 85296 894 9

Interpolation  

  1. Robert J. Marks II, ``Introduction to Shannon sampling and interpolation theory,'' New York : Springer-Verlag, 1991.

Multimedia Communication  

Summary [html].

  1. Ming-Ting Sun (Editor), Amy R. Reibman (Editor), ``Compressed Video over Networks,'' Marcel Dekker, 2000. 
  2. Atul Puri (Editor), Tsuhan Chen (Editor), ``Multimedia Systems, Standards, and Networks,'' Marcel Dekker, 2000.
  3. Ralf Steinmetz and Klara Nahrstedt, "Multimedia Fundamentals, Volume 1: Media Coding and Content Processing," Prentice Hall, 0-13-031399-8. 2002.
  4. Ralf Steinmetz and Klara Nahrstedt, "Multimedia Fundamentals, Volume 2: Media Processing and Communications," Prentice Hall; 0-13-046187-3
  5. Ralf Steinmetz and Klara Nahrstedt, "Multimedia Fundamentals, Volume 3: Services and Applications," Prentice Hall.
  6. Ralf Steinmetz & Klara Nahrstedt, "Multimedia: computing, communications & applications," Prentice Hall, 1995.
  7. Y. Wang, J. Ostermann, and Y.-Q. Zhang, "Video Processing and Communications," Prentice Hall, 2001.
  8. S. V. Raghavan, Satish K. Tripathi, "Networked Multimedia Systems," Prentice hall, 1998.
  9. Image and Video Encryption : From Digital Rights Management to Secured Personal Communication (eBook) Advances in Information Security ; by Uhl, Andreas.; Pommer, Andreas. Publication: New York Kluwer Academic Publishers, 2005. (ebook in UFL Net-library)

Wavelet  

  1. Martin Vetterli and Jelena Kovacevic, Wavelets and Subband Coding, Prentice Hall, 1995. 
  2. Gilbert Strang and Truong Q. Nguyen, Wavelets and Filter Banks, Wellesley-Cambridge Press, 1995.
  3. P. P. Vaidyanathan, Multirate Systems and Filter Banks , Prentice Hall, 1993.
  4. Ingrid Daubechies, ``Ten lectures on wavelets,'' Philadelphia, Pa. : Society for Industrial and Applied Mathematics, 1992. 
  5. Proceedings of the IEEE, Special Issue on Wavelets, April 1996.
  6. Henrique S. Malvar, ``Signal Processing With Lapped Transforms,'' Artech House, 1992.
  7. C. Sidney Burrus, Ramesh A. Gopinath and Haitao Guo, Introduction to Wavelets and Wavelet Transforms: A Primer , Prentice-Hall, 1998. ISBN: 0-13-489600-9.
  8. Stephane Mallat, A Wavelet Tour of Signal Processing, Second Edition, Academic Press, 1999. ISBN: 0-12-466606-X.

Pattern Recognition

Summary [html].

  1. Vladimir Naumovich Vapnik, ``Statistical Learning Theory,'' Wiley, 1998.
  2. Tom M. Mitchell, ``Machine learning,'' New York : McGraw-Hill, c1997.
  3. Richard O. Duda, Peter E. Hart, David G. Stork, ``Pattern Classification,'' 2nd edition, Wiley, 2000.
  4. Georgios Paliouras, Vangelis Karkaletsis, Constantine D. Spyropoulos (eds.)., ``Machine learning and its applications : advanced lectures,'' Berlin ; New York : Springer, c2001.
  5. Keinosuke Fukunaga, ``Introduction to statistical pattern recognition,'' 2nd ed., Boston : Academic Press, c1990.

Speech Recognition and Processing