Concepedia

Uniform Quantization

Uniform Quantization is a quantization method that partitions the input range into equally spaced intervals, distinguishing itself from other quantization techniques by applying a constant step size across the entire dynamic range of the signal.

284

Publications

17.5K

Citations

684

Authors

299

Institutions

Publications per year

2017–2026

72

Variants

Uniform Scalar Quantization

Parents

Publications

284

Color image quantization for frame buffer display

Paul S. Heckbert · 1982 · 664 citations · Full text

, , +16

Visibility of wavelet quantization noise

Andrew B. Watson, G. Y. Yang, Joshua A. Solomon et al. · IEEE Transactions on Image Processing · 1997 · 562 citations

, , +16

Color image quantization for frame buffer display

Paul S. Heckbert · ACM SIGGRAPH Computer Graphics · 1982 · 545 citations

, , +16

Statistical theory of quantization

Bernard Widrow, István Kollár, Ming-Chang Liu · IEEE Transactions on Instrumentation and Measurement · 1996 · 521 citations

, , +14

Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks

Ruihao Gong, Xianglong Liu, Shenghu Jiang et al. · 2019 · 457 citations

, , +13

1–5 of 284

Authors

684

  1. ZW
    Zidong Wang

    Brunel University of London, United Kingdom

    9 publications · 666 citations

    9

    h-index

  2. ZP
    Zoran Perić

    University of Nis, Serbia

    8 publications · 109 citations

    8

    h-index

  3. DL
    David L. Neuhoff

    University of Michigan, United States

    5 publications · 285 citations

    5

    h-index

  4. JD
    Jerry D. Gibson

    University of California, Santa Barbara, United States

    4 publications · 189 citations

    4

    h-index

  5. RZ
    Ram Zamir

    Tel Aviv University, Israel

    4 publications · 373 citations

    4

    h-index

1–5 of 684

Institutions

299

  1. Brunel University of London

    London, United Kingdom

    9 h-index

    10 publications

    728 citations

  2. University of Nis

    Niš, Serbia

    8 h-index

    21 publications

    279 citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    8 h-index

    14 publications

    760 citations

  4. Stanford University

    Stanford, United States

    7 h-index

    19 publications

    2.3K citations

  5. University of California, Los Angeles

    Los Angeles, United States

    6 h-index

    14 publications

    1.5K citations

  6. The University of Texas at Austin

    Austin, United States

    5 h-index

    9 publications

    583 citations

  7. University of Michigan

    Ann Arbor, United States

    5 h-index

    8 publications

    522 citations

  8. Tel Aviv University

    Tel Aviv, Israel

    5 h-index

    8 publications

    682 citations

1–8 of 299

Venues

  1. IEEE Transactions on Information Theory

    27 publications · 1.7K citations

    21

    h-index

  2. arXiv (Cornell University)

    Repository · 15 publications · 482 citations

    14

    h-index

  3. IEEE Transactions on Signal Processing

    12 publications · 689 citations

    11

    h-index

  4. IEEE Transactions on Image Processing

    12 publications · 1K citations

    11

    h-index

  5. 10

    h-index

1–5