Concepedia

Statistical Feature Aggregation

Statistical Feature Aggregation is a feature aggregation method that belongs to the class of techniques computing pooled descriptors through statistical measures—such as mean, variance, or higher-order moments—over local features, distinguishing itself by summarizing spatially distributed feature activations into compact, global representations using statistical summarization.

13

Publications

337

Citations

56

Authors

37

Institutions

Publications per year

2017–2026

7

Parents

Publications

13

A temporally piece-wise fisher vector approach for depression analysis

Abhinav Dhall, Roland Goecke · 2015 · 53 citations

, , +17

Comparison of radiomic feature aggregation methods for patients with multiple tumors

Enoch Chang, Marina Z. Joel, Hannah Chang et al. · Scientific Reports · 2021 · 45 citations · Full text

, , +15

A novel aggregate classification technique using moment invariants and cascaded multilayered perceptron network

Mohammad Subhi Al-Batah, Nor Ashidi Mat Isa, Kamal Z. Zamli et al. · International Journal of Mineral Processing · 2009 · 43 citations

, , +15

Differentiation of the Follicular Neoplasm on the Gray-Scale US by Image Selection Subsampling along with the Marginal Outline Using Convolutional Neural Network

Jeong-Kweon Seo, Young Jae Kim, Kwang Gi Kim et al. · BioMed Research International · 2017 · 40 citations · Full text

, , +17

Aggregate Parametric Representation of Image Structural Description in Statistical Classification Methods

Svitlana Gadetska, Volodymyr Gorokhovatskyi, Natalya Styaglick et al. · 2022 · 25 citations · Full text

, , +15

1–5 of 13

Authors

56

  1. VG
    Volodymyr Gorokhovatskyi

    Kharkiv National University of Radio Electronics, Ukraine

    3 publications · 56 citations

    3

    h-index

  2. SG
    Svitlana Gadetska

    Kharkiv National University of Radio Electronics, Ukraine

    3 publications · 56 citations

    3

    h-index

  3. NV
    Nataliia Vlasenko

    Simon Kuznets Kharkiv National University of Economics, Ukraine

    2 publications · 44 citations

    2

    h-index

  4. MS
    Mohammad Subhi Al-Batah

    Jadara University, Jordan

    1 publications · 43 citations

    1

    h-index

  5. KA
    Khairun Azizi Azizli

    Universiti Teknologi Petronas, Malaysia

    1 publications · 43 citations

    1

    h-index

1–5 of 56

Institutions

37

  1. Kharkiv National Automobile and Highway University

    Kharkiv, Ukraine

    3 h-index

    3 publications

    56 citations

  2. Kharkiv National University of Radio Electronics

    Kharkiv, Ukraine

    3 h-index

    4 publications

    68 citations

  3. Simon Kuznets Kharkiv National University of Economics

    Kharkiv, Ukraine

    2 h-index

    2 publications

    44 citations

  4. V. N. Karazin Kharkiv National University

    Kharkiv, Ukraine

    2 h-index

    3 publications

    43 citations

  5. Gachon University

    Seongnam-si, South Korea

    1 h-index

    3 publications

    120 citations

  6. Centre Eugène Marquis

    Rennes, France

    1 h-index

    4 publications

    72 citations

  7. King Fahd University of Petroleum and Minerals

    Dhahran, Saudi Arabia

    1 h-index

    1 publications

    12 citations

  8. Thomas Jefferson University

    Philadelphia, United States

    1 h-index

    1 publications

    45 citations

1–8 of 37

Venues

  1. Scientific Reports

    2 publications · 63 citations

    2

    h-index

  2. Radio Electronics Computer Science Control

    1 publications · 19 citations

    1

    h-index

  3. International Journal of Mineral Processing

    1 publications · 43 citations

    1

    h-index

  4. International Journal of Computer Vision

    1 publications · 20 citations

    1

    h-index

  5. BioMed Research International

    1 publications · 40 citations

    1

    h-index

1–5