Concepedia

Entropy-constrained Quantization

Entropy-Constrained Quantization is a rate-distortion optimization framework in lossy data compression that characterizes a quantizer designed to minimize distortion subject to a constraint on the output entropy, thereby explicitly balancing fidelity and compression efficiency.

117

Publications

5.9K

Citations

153

Authors

93

Institutions

Publications per year

2017–2026

5

Variants

Ecq

Parents

Publications

117

Entropy-constrained vector quantization

Philip A. Chou, T. Lookabaugh, Robert M. Gray · IEEE Transactions on Acoustics Speech and Signal Processing · 1989 · 588 citations

, , +17

Capacity and Lattice Strategies for Canceling Known Interference

Uri Erez, Shlomo Shamai, Ram Zamir · IEEE Transactions on Information Theory · 2005 · 431 citations

, , +15

Optimum quantizer performance for a class of non-Gaussian memoryless sources

N. Farvardin, J.W. Modestino · IEEE Transactions on Information Theory · 1984 · 318 citations

, , +16

Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations

Eirikur Agustsson, Fabian Mentzer, Michael Tschannen et al. · arXiv (Cornell University) · 2017 · 264 citations · Full text

, , +16

Efficient scalar quantization of exponential and Laplacian random variables

Gary J. Sullivan · IEEE Transactions on Information Theory · 1996 · 185 citations

, , +14

1–5 of 117

Authors

153

  1. MW
    Michael W. Marcellin

    University of Arizona, United States

    12 publications · 472 citations

    11

    h-index

  2. PA
    Philip A. Chou

    Microsoft (United States), United States

    9 publications · 759 citations

    9

    h-index

  3. TL
    Tamás Linder

    Queen's University, Canada

    8 publications · 318 citations

    8

    h-index

  4. NF
    N. Farvardin

    University of Maryland, College Park, United States

    6 publications · 513 citations

    6

    h-index

  5. RH
    Richard Heusdens

    Delft University of Technology, Netherlands

    5 publications · 135 citations

    5

    h-index

1–5 of 153

Institutions

93

  1. University of Arizona

    Tucson, United States

    11 h-index

    25 publications

    883 citations

  2. Stanford University

    Stanford, United States

    9 h-index

    15 publications

    1K citations

  3. AT&T (United States)

    Bedminster, United States

    7 h-index

    7 publications

    989 citations

  4. Rensselaer Polytechnic Institute

    Troy, United States

    7 h-index

    11 publications

    940 citations

  5. Queen's University

    Kingston, Canada

    7 h-index

    9 publications

    458 citations

  6. University of Maryland, College Park

    College Park, United States

    7 h-index

    10 publications

    268 citations

  7. University of California, Santa Barbara

    Santa Barbara, United States

    6 h-index

    12 publications

    279 citations

  8. Delft University of Technology

    Delft, The Netherlands

    5 h-index

    10 publications

    278 citations

1–8 of 93

Venues

  1. IEEE Transactions on Information Theory

    33 publications · 2.7K citations

    25

    h-index

  2. IEEE Transactions on Image Processing

    12 publications · 470 citations

    11

    h-index

  3. 4

    h-index

  4. 4

    h-index

  5. IEEE Transactions on Signal Processing

    4 publications · 156 citations

    4

    h-index

1–5