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BOOKS & SOFTWARE

Digital Image     Processing 3/e

Digital Image  Processing Using MATLAB 2/e

DIPUM Toolbox 2  

Digital Image  Processing 2/e

Digital Image  Processing Using MATLAB 1/e

DIPUM Toolbox 1

 

Review materials

 

Publications

  • DIP books listed in reverse chronological order, with a bias toward more recent books.

  • MATLAB books.

  • Journals that publish research work on image processing and related areas.

  • Special issues dedicated to topics of relevance to digital image processing. The list of special issues is organized in reverse chronological order.

 

DIP Books

  • Gonzalez, R. C., Woods, R. E., and Eddins, S. L. [2018]. Digital Image Processing Using MATLAB, 3rd ed., Gatesmark Publishing, Knoxville, TN.

  • Gonzalez, R. C. and Woods, R. E. [2017]. Digital Image Processing, 4th ed. Pearson/Prentice-Hall, NY.

  • Pratt, W. K. [2014]. Introduction to Digital Image Processing, CRC Press, Boca Raton, FL.

  • Petrou, M. and Petrou, C. [2010]. Image Processing: The Fundamentals, John Wiley & Sons, NY.

  • Umbaugh, S. E. [2010]. Digital Image Processing and Analysis, 2nd ed., CRC Press, Boca Raton, FL.

  • Ross, J. C. [2011]. The Image Processing Handbook, 6th ed., CRC Press, Boca Raton, FL.

  • Burger, W. and Burge, M. J. [2009]. Principles of Digital Image Processing, Springer, London, UK

  • Gonzalez, R. C. and Woods, R. E. [2008]. Digital Image Processing, 3rd ed., Prentice Hall, Upper Saddle River, NJ.

  • Trussell H. J and Vrhel, M. J. [2008]. Fundamentals of Digital Imaging, Cambridge University Press, UK.

  • Pratt, W. K. [2007].Digital Image Processing, 4th ed., Wiley, Hoboken, NJ

  • Prince, J. L. and Links, J. M. [2006]. Medical Imaging, Signals, and Systems, Prentice Hall, Upper Saddle River, NJ.

  • Bezdek, J. C., et al. [2005]. Fuzzy Models and Algorithms for Pattern Recognition and Image Processing, Springer, NY.

  • Bovik, A. C., ed. [2005]. Handbook of Image and Video Processing,2nd ed., Academic Press, NY.

  • Davies, E. R. [2005]. Machine Vision: Theory, Algorithms, Practicalities, Morgan Kaufmann, San Francisco.

  • Rangayyan, R. M. [2005]. Biomedical Image Analysis, CRC Press, Boca Raton, FL.

  • Umbaugh, S. E. [2005]. Computer Imaging: Digital Image Analysis and Processing, CRC Press, Boca Raton, FL.

  • Gonzalez, R. C., Woods, R. E., and Eddins, S. L. [2004]. Digital Image Processing Using MATLAB, Prentice Hall, Upper Saddle River, NJ.

  • Snyder, W. E. and Qi, Hairong [2004]. Machine Vision, Cambridge University Press, NY.

  • Klette, R and Rosenfeld, A. [2004]. Digital Geometry--Geometric Methods for Digital Picture Analysis, Morgan Kaufmann, San Francisco.

  • Won, C. S. and Gray, R. M. [2004]. Stochastic Image Processing, Kluwer Academic/Plenum Publishers, NY.

  • Soille, P. [2003]. Morphological Image Analysis: Principles and Applications, 2nd ed., Springer-Verlag, NY.

  • Dougherty. E. R. and Lotufo, R. A. [2003]. Hands-on Morphological Image Processing, SPIE--The International Society for Optical Engineering, Bellingham, WA.

  • Gonzalez, R. C. and Woods, R. E. [2002]. Digital Image Processing, 2nd ed., Prentice Hall, Upper Saddle River, NJ.

  • Forsyth, D. F. and Ponce, J. [2002]. Computer Vision-A Modern Approach, Prentice Hall, Upper Saddle River, NJ.

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

  • Pratt, W. K. [2001]. Digital Image Processing, 3rd ed., Wiley Interscience, NY.

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

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

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

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

  • 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.

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

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

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

  • Seul, M., O'Gorman, L, and Sammon, M. J. [2000]. Practical Algorithms for Image Analysis, Cambridge University Press, Cambridge, UK.

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

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

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

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

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

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

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

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

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

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

  • Parker, J. R. [1997]. Algorithms for Image Processing and Computer Vision, John Wiley & Sons, NY.

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

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

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

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

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

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

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

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

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

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

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

  • Jain, A. K. [1989]. Fundamentals of Digital Image Processing, Prentice Hall, Upper Saddle River, NJ.

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

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

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

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

  • Niblack, W. [1986]. An Introduction to Digital Image Processing,  Prentice Hall, Upper Saddle River, NJ.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

MATLAB Books

  • Gonzalez, R. C., Woods, R. E., and Eddins, S. L. [2018]. Digital Image Processing Using MATLAB, 3rd ed., Gatesmark Publishing, Knoxville, TN.

  • Martinez, W. L. and Martinez, A. R. [2005]. Exploratory Data Analysis with MATLAB, CRC Press, Boca Raton, FL.

  • Gonzalez, R. C., Woods, R. E., and Eddins, S. L. [2004]. Digital Image Processing Using MATLAB, Prentice Hall, Upper Saddle River, NJ.

  • Mathews, J. H. and Kurtis, F. [2004]. Numerical Methods Using MATLAB, 4th Ed., Prentice Hall, Upper Saddle River, NJ.

  • Gustafson, F. and Bergman, N. [2003]. MATLAB for Engineers Explained, Springer-Verlag, NY.

  • Poon, T.-C. and Banerjee, P. P. [2001]. Contemporary Optical Image Processing with MATLAB, Elsevier Science, NY.

  • Leis, J. [2001 ]. Digital Signal Processing: A MATLAB Based Tutorial Approach, Research Studies Press, Ltd., Hertforshire, U.K.

  • Nakamura, S. [2001]. Numerical Analysis and Graphic Visualization Using MATLAB, 2nd Ed., Prentice Hall, Upper Saddle River, NJ.

  • Hanselman, D. and Littlefield, B. R. [2000]. Mastering MATLAB 6, Prentice Hall, Upper Saddle River, NJ.

  • Herniter, M. E. [2000]. Programming in MATLAB, Brooks/Cole (a division of Thomson Learning), Florence, KY

  • Van Loan, C. F. [1999]. Introduction to Scientific Computing: A Matrix-Vector Approach Using MATLAB, 2nd Ed., Prentice Hall, Upper Saddle River, NJ.

Journals 

  • IEEE Transactions on

Image Processing

Pattern Analysis and Machine Intelligence

Systems, Man and Cybernetics

Medical Imaging

Information Theory

Communications

Acoustics, Speech and Signal Processing

Computers (prior to 1980)

  • Computer Vision, Graphics, and Image Processing (prior to 1991)

  • Computer Vision and Image Understanding

  • Artificial Intelligence

  • Pattern Recognition

  • Pattern Recognition Letters

  • EURASIP Journal on Applied Signal and Image Processing

  • International Journal of Pattern Recognition and Artificial Intelligence

  • Journal of the Optical Society of America (prior to 1984)

  • Journal of the Optical Society of America- A: Optics, Image Science and Vision

  • Optical Engineering

  • Applied Optics-Information Processing

  • IEEE Signal Processing Magazine

  • Journal of Electronic Imaging

  • Proceedings of the IEEE.

Special Issues 

  • J. Real-Time Image Processing [2014]. Special issue on Real-Time Image and Video Processing for Pattern Recognition Systems and Applications (DOI 10.1007/s11554-014-0452-8z)

  • EURASIP Journal on Applied Signal Processing [2009].Special issue on Image Processing and Analysis in Biomechanics.

  • EURASIP Journal on Applied Signal Processing [2006]. Special issue on Performance Evaluation in Image Processing.

  • EURASIP Journal on Applied Signal Processing [2006]. Special issue on Super-Resolution Imaging: Analysis, Algorithms, and Applications.

  • Computer Vision and Image Understanding [2005]. Special issue on Eye Detection and Tracking, vol. 98, Issue 1.

  • IEEE Trans. Image Processing [2005]. Special issue on Molecular and Cellular Bioimaging, vol. 14, no. 9.

  • EURASIP Journal on Applied Signal Processing [2005]. Special issue on Advances in Intelligent Systems: Methods and ApplicationsPart II, vol. 2005, no. 14.

  • EURASIP Journal on Applied Signal Processing [2005]. Special issue on Advances in Intelligent Systems: Methods and ApplicationsPart I, vol. 2005, no. 13.

  • IEEE Trans. Pattern Anal. and Machine Intelligence [2005]. Special Section on Syntactic and Structural Pattern Recognition. vol. 27, no. 7.

  • EURASIP Journal on Applied Signal Processing [2005]. Special issue on Advances in Sensor Array Processing Technology, vol. 2005, no. 1.

  • IEEE Trans. Pattern Anal. and Machine Intelligence [2004]. Special issue on Energy Minimization Methods in Computer Vision and Pattern Recognition. vol. 26, no. 2.

  • IEEE Trans. Image Processing [2004]. Special issue on image processing for cultural heritage, vol. 13, no. 3.

  • EURASIP Journal on Applied Signal Processing [2004]. Special issue on Nonlinear Signal and Image Processing-Part II, vol. 2004, no. 16.

  • EURASIP Journal on Applied Signal Processing [2004]. Special issue on Nonlinear Signal and Image Processing-Part I, vol. 2004, no. 12.

  • International Journal of Pattern Recognition and Artificial Intelligence [2003]. Special issue on Quantitative Image Morphology, vol. 17, no. 2.

  • EURASIP Journal on Applied Signal Processing [2003]. Special issue on Genetic and Evolutionary Computation for Signal Processing and Image Analysis, vol. 2003, no. 8.

  • Computer Vision and Image Understanding [2003]. Special issue on Video Retrieval and Summarization, vol. 92, Issues 2 & 3.

  • IEEE Trans. Pattern Anal. and Machine Intelligence [2003]. Special Section on Graphical Models in Computer Vision. vol. 25, no. 7.

  • IEEE Trans. Pattern Anal. and Machine Intelligence [2003]. Special Section on Perceptual Organization in Computer Vision. vol. 25, nos. 4 and 6.

  • IEEE Signal Processing Magazine [2003]. Special issue on Digital Halftoning: Advances in Algorithms and in Printing, vol. 20, no.4.

  • IEEE Signal Processing Magazine [2003]. Special Issue on Super-Resolution Image Reconstruction: A Technical Overview, vol. 20, no.3.

  • Pattern Recognition [2002]. Special issue on Color Imaging, vol. 35, no. 8.

  • Computer Vision and Image Understanding [2002]. Special issue on Registration and Fusion of Range Images, vol. 87, nos. 1, 2, & 3.

  • IEEE Signal Processing Magazine [2002]. Special issue on Mathematics in Imaging, vol. 19, no.5.

  • EURASIP Journal on Applied Signal Processing [2002]. Special issue on Applied Visual Inspection, vol. 2002, no. 7.

  • EURASIP Journal on Applied Signal Processing [2002]. Special issue on Nonlinear Signal and Image Processing, Part II, vol. 2002, no. 1.

  • EURASIP Journal on Applied Signal Processing [2001]. Special issue on Nonlinear Signal and Image Processing, Part I, vol. 2001, no. 4.

  • IEEE Signal Processing Magazine [2001]. Special issue on Transform Coding: Past, Present, and Future, vol. 18, no.5.

  • Pattern Recognition [2000]. Special issue on Mathematical Morphology & Nonlinear Image Processing, vol. 33, no. 6, pp. 875-1117.

  • Pattern Recognition [1999]. Special issue on Fuzzy Image Processing, vol. 32, no. 11.

  • IEEE Trans. Image Processing [1998]. Special issue on Applications of Neural Networks to Image Processing, vol. 7, no. 8.

  • IEEE Trans. Image Processing [1997]. Special issue on color imaging, vol. 6, no. 7.

  • IEEE Trans. Image Processing [1997]. Special issue on Automatic Target Detection, vol. 6, no.1.

  • IEEE Trans. Image Processing [1996]. Special issue on Nonlinear Image Processing, vol. 5, no. 6.

  • IEEE Trans. on Image Processing [1996]. Special issue on Vector Quantization, vol. 5, no. 2.

  • IEEE Trans. on Image Processing [1994]. Special issue on Image Sequence Compression, vol. 3, no. 5.

  • IEEE Trans. Signal Processing [1993]. Special issue on Wavelets and Signal Processing, vol. 41, no. 12.

  • IEEE Trans. Information Theory [1992]. Special issue on Wavelet Transforms and Multiresolution Signal Analysis, vol. 11, no. 2, Part II).

  • IEEE Trans. Pattern Analysis and Machine Intelligence [1989]. Special issue on Multiresolution Processing, vol. 11, no. 7.

  • IEEE Computer [1988]. Special issue on Artificial Neural Systems. vol. 21, no. 3.

  • Proc. IEEE [1985]. Special issue on Visual Communication Systems, vol. 73, no. 2.

  • IEEE Trans. Comm. [1981]. Special issue on Picture Communication Systems, vol. COM-29, no. 12.

  • Proc. IEEE [1980]. Special issue on Encoding of Graphics, vol. 68, no. 7.

  • IEEE Trans. Circuits and Syst. [1975]. Special issue on Digital Filtering and Image Processing, vol. CAS-2, pp. 161304.

  • IEEE Computer [1974]. Special issue on Digital Image Processing. vol. 7, no. 5.

  • Proc. IEEE [1972]. Special issue on digital picture processing, vol. 60, no. 7.

  • IEEE Trans. Computers [1972]. Special issue on Two-Dimensional Signal Processing, vol. C-21, no. 7.