
Handouts
Lecture Slides
Homework Assignments
Selected Reading
Lecture Topic 
Reading 
Introduction 
B. Girod et al., "Image and video coding", IEEE Signal Processing Magazine, Mar 1998 
Introduction 
D. S. Taubman and M. W. Marcellin, JPEG2000: Image Compression Fundamentals, Standards, and Practice, Kluwer Academic Publishers, Nov 2001. Sections 2.1 and 2.2 
Entropy and Lossless Coding 
D. A. Huffman, "A method for the construction of minimumredundancy codes", in Proc. of the IRE, 1952 
Entropy and Lossless Coding 
S. W. Golomb, "Runlength encodings," IEEE Corresp. Trans. Inform. Theor., 1966 
Exploiting Statistical Dependence 
H. Meyr et al., "Optimum runlength codes," IEEE Trans. Comm., vol. COM22, no. 6, pp. 14251433, Jun 1974 
Exploiting Statistical Dependence 
H. G. Musmann and D. Preuss, "Comparison of redundancy reducing codes for facsimile transmission of documents," IEEE Trans. Comm., vol. COM25, no. 11, pp. 14251433, Nov 1977 
Exploiting Statistical Dependence 
D. S. Taubman and M. W. Marcellin, JPEG2000: Image Compression Fundamentals, Standards, and Practice, Kluwer Academic Publishers, Nov 2001. Sections 2.3 to 2.5 
Arithmetic Coding 
I. H. Witten, R. M. Neal and J. G. Cleary, “Arithmetic Coding for Data Compression” Communications of the ACM, vol. 30, no. 6, pp. 520540, Jun 1987 
Arithmetic Coding 
A. Moffat, R. M. Neal and I. H. Witten, “Arithmetic Coding Revisited,” ACM Transactions on Information Systems, vol. 16, vol. 3, pp. 256–294, July 1998 
Arithmetic Coding 
W. B. Pennebaker, J. L. Mitchell, G. G. Langdon, Jr. and R. B. Arps, "An overview of the basic principles of the QCoder adaptive binary arithmetic coder," IBM J. Res. Develop., vol. 32, no. 6, Nov 1988 
RateDistortion Theory 
D. S. Taubman and M. W. Marcellin, JPEG2000: Image Compression Fundamentals, Standards, and Practice, Kluwer Academic Publishers, Nov 2001. Section 3.1 on ratedistortion theory 
RateDistortion Theory 
T. M. Cover and J. A. Thomas, Elements of information theory, John Wiley & Sons, 1991. Chapter 13 on (finitealphabet) ratedistortion theory 
Quantization 
D. S. Taubman and M. W. Marcellin, JPEG2000: Image Compression Fundamentals, Standards, and Practice, Kluwer Academic Publishers, Nov 2001. Sections 3.2 and 3.4 on scalar and vector quantization 
Quantization 
J. Max, “Quantizing for Minimum Distortion,” IEEE Trans. Information Theory, vol. 6, no. 1, pp. 712, Mar 1960 
Quantization 
S. P. Lloyd, “Least Squares Quantization in PCM,” IEEE Trans. Information Theory, vol. 28, no. 2, pp. 129137, Mar 1982 
Quantization 
P. A. Chou, T. Lookabaugh, R. M. Gray, “Entropyconstrained vector quantization,” IEEE Trans. Signal Processing, vol. 37, no. 1, pp. 3142, Jan 1989 
Predictive Coding 
D. S. Taubman and M. W. Marcellin, JPEG2000: Image Compression Fundamentals, Standards, and Practice, Kluwer Academic Publishers, Nov 2001. Sections 2.4.2 and 3.3 on predictive coding and DPCM 
Predictive Coding 
S. K. Goyal, J. B. O’Neal, “Entropy Coded Differential PulseCode Modulation Systems for Television Systems,” IEEE Trans. Communications, pp. 660666, June 1975 
Predictive Coding 
N. Farvadin, J. W. Modestino, “Ratedistortion performance of DPCM schemes for autoregressive sources,” IEEE Trans. Information Theory, vol. 31, no. 3, pp. 402418, May 1985 
Transform Coding 
D. S. Taubman and M. W. Marcellin, JPEG2000: Image Compression Fundamentals, Standards, and Practice, Kluwer Academic Publishers, Nov 2001. Sections 4.1 and 4.3 on transform coding 
Transform Coding 
V. Goyal, "Theoretical Foundations of Transform Coding", IEEE Sig. Proc. Magazine, Vol. 18, no. 5, pp. 921, Sep 2001 
Transform Coding 
W.H. Chen and W. K. Pratt, "Scene Adaptive Coder," IEEE Trans. Comm., vol. COM32, no. 3, pp. 225232, Mar 1984 
JPEG 
D. S. Taubman and M. W. Marcellin, JPEG2000: Image Compression Fundamentals, Standards, and Practice, Kluwer Academic Publishers, Nov 2001. Chapter 19 on JPEG 
JPEG 
G. K. Wallace, “The JPEG still picture compression standard,” IEEE Trans. Consumer Electronics, vol. 38, no. 1, pp. xviiixxxiv, Feb. 1992 
JPEG 
ITUT Rec. T.81 
Subband Coding 
D. S. Taubman and M. W. Marcellin, JPEG2000: Image Compression Fundamentals, Standards, and Practice, Kluwer Academic Publishers, Nov 2001. Sections 4.2, 6.16.4, 7. 
Subband Coding 
H. S. Malvar, D. H. Staelin, “The LOT: transform coding without blocking effects,” IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 37, no. 4, pp. 553559, April 1989 
Subband Coding 
D. Le Gall, A. Tabatabai, “Subband coding of digital images using symmetric short kernel filters and arithmetic coding techniques,” Proc. ICASSP88, vol. 2, pp. 761764, April 1988 
Subband Coding 
J. M. Shapiro, “Embedded image coding using zerotrees of wavelet coefficients,” IEEE Transactions on Signal Processing, vol. 41, no. 12, pp. 34453462, Dec. 1993 
JPEG2000 
D. S. Taubman and M. W. Marcellin, JPEG2000: Image Compression Fundamentals, Standards, and Practice, Kluwer Academic Publishers, Nov 2001. Chapter 8, up to section 8.3.3 
JPEG2000 
M. W. Marcellin, M. J. Gormish, A. Bilgin and M. P. Boliek, “An Overview of JPEG2000,” Proc. Data Compression Conference, pp. 523541, Mar. 2000 
JPEG2000 
C. Christopoulos, A. Skodas and T. Ebrahimi, “The JPEG2000 Still Image Coding System: An Overview,” IEEE Trans. Consumer Electronics, vol. 46, no. 4, pp. 11031127, Nov. 2000 (color, online version) 
Interframe Coding 
B. Girod, H. Almer, L. Bengtsson, B. Christensson and P. Weiss, “A Subjective Evaluation of NoiseShaping Quantization for Adaptive Intra/Interframe DPCM Coding of Color Television Signals,” IEEE Trans. Communications, vol. 36, no. 3, pp. 332346, March 1988 
Interframe Coding 
B. Haskell, P. Gordon, R. Schmidt and J. Scattaglia, “Interframe Coding of 525Line, Monochrome Television at 1.5 Mbits/s,” IEEE Trans. Communications, vol. 25, no. 11, pp. 13391348, Nov. 1977 
Interframe Coding 
S. Ericsson, “Fixed and Adaptive Predictors for Hybrid Predictive/Transform Coding,” IEEE Trans. Communications, vol. 33, no. 12, pp. 12911302, Dec. 1985 
Motion Estimation 
J. R. Jain, A. K. Jain, “Displacement Measurement and Its Application in Interframe Image Coding,” IEEE Trans. Communications, vol. COM29, no. 12, pp. 17991808, Dec. 1981 
Motion Estimation 
Y.C. Lin, S.C. Tai, “Fast FullSearch BlockMatching Algorithm for MotionCompensated Video Compression,” IEEE Trans. Communications, vol. 45, no. 5, pp. 527531, May 1997 
MotionCompensated Coding 
B. Girod, “Motioncompensating prediction with fractionalpel accuracy,” IEEE Trans. Communications, vol. 41, no. 4, pp. 604612, Apr. 1993 
MotionCompensated Coding 
G. J. Sullivan and T. Wiegand, “RateDistortion Optimization for Video Compression,” IEEE Signal Processing Magazine, vol. 15, no. 6, pp. 7490, Nov. 1998 
Video Standards 
M. Liou, "Overview of the px64 kbits/s Video Coding Standard," Communications of the ACM, vol. 34, no. 4, pp. 5963, Apr. 1991 
Video Standards 
D. Le Gall, "MPEG: a Video Compression Standard for Multimedia Applications," Communications of the ACM, vol. 34, no. 4, pp. 4658, Apr. 1991 
Video Standards 
IEEE Transactions on Circuits and Systems for Video Technology, Special Issue on the H.264/JVC Video Coding Standard, July 2003 
