standford EE392J

Additional References for Digital Video Processing (EE392J)

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References

"Digital Video Processing", M. Tekalp, Prentice Hall, 1995, ISBN 0-13-190075-7. This is an additional recommended text for the course, and covers a number of video signal processing subjects that are not covered by the required text, including motion-compensated filtering, noise reduction, restoration, and superresolution. A list of corrections is available.

"The Art of Digital Video", J. Watkinson, 3rd edition, Focal Press, 2000. Contains a variety of practical information about digital video.

"Video Demystified", K. Jack, 3rd edition, Llh Technology Publishing, 2001. Contains practical, nuts & bolts, information about analog and digital video.

"Motion Analysis and Image Sequence Processing", edited by M.I. Sezan and R.L. Lagendijk, Kluwer Academic Publishers, 1993. Individual chapters cover a variety of topics in motion analysis and video processing.

"Fundamentals of Electronic Imaging Systems", W.F. Schreiber, Springer-Verlag, 3rd edition, 1993. Examines the analysis and design of imaging systems, covers a lot of material that is not available anywhere else.

"Image and Video Compression Standards: Algorithms and Architectures", V. Bhaskaran and K. Konstantinides, Kluwer Academic Publishers, 2nd edition, 1997. Good overview of compression standards, both in terms of the high-level algorithms and efficient hardware architectures -- all under one cover.

"Digital Video: An Introduction to MPEG-2", B.G. Haskell, A. Puri, and A.N. Netravali, Chapman & Hall, 1997. A detailed description of the MPEG-2 video compression standard as well as a good overview of video compression.

"Digital Pictures: Representation and Compression", A. Netravali and B. Haskell, Plenum Press, second edition, 1995. A classic image/video compression text.

Engineering Journals and Conferences that Cover Digital Video Processing

"IEEE Transactions on Image Processing", "IEEE Transactions on Circuits and Systems for Video Technology", "IEEE Transactions on Multimedia", and "Signal Processing: Image Communications".

There have also been a number of special issues that cover video processing in the "Proceedings of the IEEE", "IEEE Transactions on Signal Processing", and "IEEE Journal on Selected Areas of Communications".

In addition, there are a number of conferences that cover digital video processing, including IEEE International Conference on Image Processing (ICIP), IEEE International Conference on Multimedia and Expo (ICME), Visual Communications and Image Processing (VCIP), and IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).

Background References in Image Processing, Compression, and DSP

"Two-Dimensional Signal and Image Processing", J. Lim, Prentice Hall, 1990. Provides a great introduction to 2-D signal processing and image processing.

"Two-Dimensional Imaging", R. Bracewell, Prentice Hall, 1995. Great coverage of a number of topics in imaging that are not typically covered in an image processing text (complementary coverage to that provided by Lim's book above).

"Vector Quantization and Signal Compression", A. Gersho and R. Gray, Kluwer Academic Publishers, 1992. Does not cover video, but provides a very nice overview of the fundamentals of compression.

"Digital Coding of Waveforms: Principles and Applications to Speech and Video", N. Jayant and P. Noll, Prentice Hall, 1984. A classic compression book.

"Discrete-Time Signal Processing", A.V. Oppenheim and R.W. Schafer, Prentice Hall, 2nd edition, 1999. Excellent first-graduate class introduction to DSP.