-
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. and Woods, R. E. [2018].
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. [2020]. 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
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
Applications―Part II, vol. 2005, no.
14.
-
EURASIP Journal on Applied Signal Processing
[2005]. Special issue on Advances in Intelligent Systems: Methods and
Applications―Part 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.
161–304.
-
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.
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