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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 minimum-redundancy codes", in Proc. of the IRE, 1952 |
| Entropy and Lossless Coding |
S. W. Golomb, "Run-length encodings," IEEE Corresp. Trans. Inform. Theor., 1966 |
| Exploiting Statistical Dependence |
H. Meyr et al., "Optimum run-length codes," IEEE Trans. Comm., vol. COM-22, no. 6, pp. 1425-1433, 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. COM-25, no. 11, pp. 1425-1433, 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. 520-540, 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 Q-Coder adaptive binary arithmetic coder," IBM J. Res. Develop., vol. 32, no. 6, Nov 1988 |
| Rate-Distortion Theory |
D. S. Taubman and M. W. Marcellin, JPEG2000: Image Compression Fundamentals, Standards, and Practice, Kluwer Academic Publishers, Nov 2001. Section 3.1 on rate-distortion theory |
| Rate-Distortion Theory |
T. M. Cover and J. A. Thomas, Elements of information theory, John Wiley & Sons, 1991. Chapter 13 on (finite-alphabet) rate-distortion 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. 7-12, Mar 1960 |
| Quantization |
S. P. Lloyd, “Least Squares Quantization in PCM,” IEEE Trans. Information Theory, vol. 28, no. 2, pp. 129-137, Mar 1982 |
| Quantization |
P. A. Chou, T. Lookabaugh, R. M. Gray, “Entropy-constrained vector quantization,” IEEE Trans. Signal Processing, vol. 37, no. 1, pp. 31-42, 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 Pulse-Code Modulation Systems for Television Systems,” IEEE Trans. Communications, pp. 660-666, June 1975 |
| Predictive Coding |
N. Farvadin, J. W. Modestino, “Rate-distortion performance of DPCM schemes for autoregressive sources,” IEEE Trans. Information Theory, vol. 31, no. 3, pp. 402-418, 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. 9-21, Sep 2001 |
| Transform Coding |
W.-H. Chen and W. K. Pratt, "Scene Adaptive Coder," IEEE Trans. Comm., vol. COM-32, no. 3, pp. 225-232, 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. xviii-xxxiv, Feb. 1992 |
| JPEG |
ITU-T 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, 6.1-6.4, 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. 553-559, April 1989 |
| Subband Coding |
D. Le Gall, A. Tabatabai, “Sub-band coding of digital images using symmetric short kernel filters and arithmetic coding techniques,” Proc. ICASSP-88, vol. 2, pp. 761-764, 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. 3445-3462, Dec. 1993 |
| JPEG-2000 |
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 |
| JPEG-2000 |
M. W. Marcellin, M. J. Gormish, A. Bilgin and M. P. Boliek, “An Overview of JPEG-2000,” Proc. Data Compression Conference, pp. 523-541, Mar. 2000 |
| JPEG-2000 |
C. Christopoulos, A. Skodas and T. Ebrahimi, “The JPEG-2000 Still Image Coding System: An Overview,” IEEE Trans. Consumer Electronics, vol. 46, no. 4, pp. 1103-1127, Nov. 2000 (color, online version) |
| Interframe Coding |
B. Girod, H. Almer, L. Bengtsson, B. Christensson and P. Weiss, “A Subjective Evaluation of Noise-Shaping Quantization for Adaptive Intra-/Interframe DPCM Coding of Color Television Signals,” IEEE Trans. Communications, vol. 36, no. 3, pp. 332-346, March 1988 |
| Interframe Coding |
B. Haskell, P. Gordon, R. Schmidt and J. Scattaglia, “Interframe Coding of 525-Line, Monochrome Television at 1.5 Mbits/s,” IEEE Trans. Communications, vol. 25, no. 11, pp. 1339-1348, Nov. 1977 |
| Interframe Coding |
S. Ericsson, “Fixed and Adaptive Predictors for Hybrid Predictive/Transform Coding,” IEEE Trans. Communications, vol. 33, no. 12, pp. 1291-1302, Dec. 1985 |
| Motion Estimation |
J. R. Jain, A. K. Jain, “Displacement Measurement and Its Application in Interframe Image Coding,” IEEE Trans. Communications, vol. COM-29, no. 12, pp. 1799-1808, Dec. 1981 |
| Motion Estimation |
Y.-C. Lin, S.-C. Tai, “Fast Full-Search Block-Matching Algorithm for Motion-Compensated Video Compression,” IEEE Trans. Communications, vol. 45, no. 5, pp. 527-531, May 1997 |
| Motion-Compensated Coding |
B. Girod, “Motion-compensating prediction with fractional-pel accuracy,” IEEE Trans. Communications, vol. 41, no. 4, pp. 604-612, Apr. 1993 |
| Motion-Compensated Coding |
G. J. Sullivan and T. Wiegand, “Rate-Distortion Optimization for Video Compression,” IEEE Signal Processing Magazine, vol. 15, no. 6, pp. 74-90, Nov. 1998 |
| Video Standards |
M. Liou, "Overview of the px64 kbits/s Video Coding Standard," Communications of the ACM, vol. 34, no. 4, pp. 59-63, Apr. 1991 |
| Video Standards |
D. Le Gall, "MPEG: a Video Compression Standard for Multimedia Applications," Communications of the ACM, vol. 34, no. 4, pp. 46-58, 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 |
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