Concepedia

Random Field Parameter Estimation

Random Field Parameter Estimation is the statistical inference process of determining the parameters governing the probabilistic structure of a random field, distinguished by its focus on characterizing spatial or spatiotemporal dependency patterns through models defined over continuous or discrete domains.

98

Publications

6.7K

Citations

185

Authors

135

Institutions

Publications per year

2017–2026

15

Parents

Publications

98

Nonstationary cluster-size inference with random field and permutation methods

Satoru Hayasaka, K. Luan Phan, Israel Liberzon et al. · NeuroImage · 2004 · 671 citations

, , +13

A multiscale random field model for Bayesian image segmentation

Charles A. Bouman, M. V. Shapiro · IEEE Transactions on Image Processing · 1994 · 602 citations

, , +14

Random field models in image analysis

Richard C. Dubes, Anil K. Jain · Journal of Applied Statistics · 1989 · 419 citations

, , +13

Simultaneous parameter estimation and segmentation of Gibbs random fields using simulated annealing

Sridhar Lakshmanan, Haluk Derin · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 357 citations

, , +15

Efficiency of pseudolikelihood estimation for simple Gaussian fields

Julian Besag · Biometrika · 1977 · 318 citations

, , +8

1–5 of 98

Authors

185

  1. JM
    Joseph M. Francos

    Ben-Gurion University of the Negev, Israel

    7 publications · 204 citations

    7

    h-index

  2. KP
    Kok‐Kwang Phoon

    National University of Singapore, Singapore

    4 publications · 306 citations

    4

    h-index

  3. AK
    Anil K. Jain

    Michigan State University, United States

    3 publications · 460 citations

    3

    h-index

  4. JB
    Julian Besag

    University of Washington, United States

    3 publications · 470 citations

    3

    h-index

  5. AN
    A. Narasimhan

    Rensselaer Polytechnic Institute, United States

    3 publications · 100 citations

    3

    h-index

1–5 of 185

Institutions

135

  1. Ben-Gurion University of the Negev

    Beersheba, Israel

    7 h-index

    9 publications

    306 citations

  2. National University of Singapore

    Singapore, Singapore

    5 h-index

    7 publications

    351 citations

  3. Rensselaer Polytechnic Institute

    Troy, United States

    4 h-index

    4 publications

    151 citations

  4. Purdue University West Lafayette

    West Lafayette, United States

    4 h-index

    4 publications

    747 citations

  5. City University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    7 publications

    530 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    8 publications

    391 citations

  7. University of California, Davis

    Davis, United States

    4 h-index

    7 publications

    155 citations

  8. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    3 h-index

    3 publications

    100 citations

1–8 of 135

Venues

  1. IEEE Transactions on Signal Processing

    7 publications · 238 citations

    7

    h-index

  2. 7

    h-index

  3. Biometrika

    5 publications · 553 citations

    5

    h-index

  4. IEEE Transactions on Image Processing

    4 publications · 833 citations

    4

    h-index

  5. IEEE Transactions on Information Theory

    4 publications · 133 citations

    4

    h-index

1–5