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  

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  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. Gonzalez and Woods, ``Digital Image Processing,'' 2nd Edition, Prentice Hall; ISBN: 0201180758; January 15, 2002.
  3. Sanjit K. Mitra, Giovanni Sicuranza, ``Nonlinear image processing,'' San Diego, Calif. ; Academic, 2000. 
  4. Georgy L. Gimel'farb, ``Image textures and Gibbs random fields'' Dordrecht ; Boston : Kluwer Academic Publishers, 1999. 
  5. Jia Li, Robert M. Gray, ``Image segmentation and compression using hidden Markov models,'' Boston, MA : Kluwer Academic, 2000. 
  6. W. K. Pratt, ``Digital Image Processing,'' 2nd Edition, John Wiley and Sons, 1991.
  7. Soille, P. [2003]. Morphological Image Analysis: Principles and Applications, 2nd ed., Springer, NY.

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

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

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

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

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

  13. 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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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.

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.