Concepedia

Feature Pooling Models

Feature Pooling Models is a class of computational models in visual perception theory that accounts for the loss of object recognition in cluttered environments by averaging or integrating similar features across nearby regions in the visual field, thereby distinguishing itself from other crowding models through its reliance on local feature summation or statistical regularities as the primary mechanism underlying perceptual degradation.

94

Publications

16.7K

Citations

333

Authors

140

Institutions

Publications per year

2017–2026

53

Parents

Publications

94

Path Aggregation Network for Instance Segmentation

Shu Liu, Lu Qi, Haifang Qin et al. · 2018 · 8.8K citations

, , +13

A Theoretical Analysis of Feature Pooling in Visual Recognition

Y-Lan Boureau, Jean Ponce, Yann LeCun · 2010 · 1.2K citations

, , +16

MatConvNet - Convolutional Neural Networks for MATLAB

Andrea Vedaldi, Karel Lenc · arXiv (Cornell University) · 2014 · 635 citations · Full text

, , +16

Path Aggregation Network for Instance Segmentation

Shu Liu, Lu Qi, Haifang Qin et al. · arXiv (Cornell University) · 2018 · 351 citations · Full text

, , +13

A Comparison of Pooling Methods for Convolutional Neural Networks

Afia Zafar, Muhammad Aamir, Nazri Mohd Nawi et al. · Applied Sciences · 2022 · 342 citations · Full text

, , +14

1–5 of 94

Authors

333

  1. MH
    Michael H. Herzog

    École Polytechnique Fédérale de Lausanne, Switzerland

    3 publications · 223 citations

    3

    h-index

  2. MM
    Mauro Manassi

    University of California, Berkeley, United States

    2 publications · 166 citations

    2

    h-index

  3. HL
    Hong Liu

    Peking University, China

    2 publications · 35 citations

    2

    h-index

  4. MP
    Marcello Pelillo

    Ca' Foscari University of Venice, Italy

    2 publications · 198 citations

    2

    h-index

  5. XL
    Xi Li

    Zhejiang University, China

    2 publications · 47 citations

    2

    h-index

1–5 of 333

Institutions

140

  1. Chinese Academy of Sciences

    Beijing, China

    8 h-index

    29 publications

    1.1K citations

  2. Institute of Automation

    Beijing, China

    6 h-index

    24 publications

    944 citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    8 publications

    27.4K citations

  4. City University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    8 publications

    257 citations

  5. Tsinghua University

    Beijing, China

    4 h-index

    11 publications

    411 citations

  6. University of California, Berkeley

    Berkeley, United States

    4 h-index

    5 publications

    575 citations

  7. KU Leuven

    Leuven, Belgium

    3 h-index

    7 publications

    1.3K citations

  8. New York University

    New York, United States

    3 h-index

    8 publications

    2.4K citations

1–8 of 140

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 1.1K citations

    8

    h-index

  2. IEEE Transactions on Multimedia

    6 publications · 125 citations

    6

    h-index

  3. Journal of Vision

    6 publications · 640 citations

    6

    h-index

  4. 5

    h-index

  5. Pattern Recognition

    3 publications · 100 citations

    3

    h-index

1–5