Concepedia

Convolution Kernels

Convolution Kernels is a mathematical function or matrix in the context of kernel methods that enables local feature extraction and translation-equivariant transformations by applying weighted local operations across structured data such as images, time series, or spatial domains.

1.8K

Publications

148.6K

Citations

5.9K

Authors

1.5K

Institutions

Publications per year

2017–2026

1.2K

Parents

Publications

1.8K

Image processing with ImageJ

Michael D. Abràmoff, Paulo Magalhães, Sunanda J. Ram · Data Archiving and Networked Services (DANS) · 2004 · 11.9K citations · Full text

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Learning Spatiotemporal Features with 3D Convolutional Networks

Du Tran, Lubomir Bourdev, Rob Fergus et al. · 2015 · 9.7K citations

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Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Liang-Chieh Chen, Yukun Zhu, George Papandreou et al. · arXiv (Cornell University) · 2018 · 4.6K citations · Full text

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ECO: Efficient Convolution Operators for Tracking

Martin Danelljan, Goutam Bhat, Fahad Shahbaz Khan et al. · 2017 · 2.8K citations · Full text

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Striving for Simplicity: The All Convolutional Net

Jost Tobias Springenberg, Alexey Dosovitskiy, Thomas Brox et al. · arXiv (Cornell University) · 2014 · 2.6K citations · Full text

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1–5 of 1.8K

Authors

5.9K

  1. TC
    Taco Cohen

    University of Amsterdam, Netherlands

    11 publications · 812 citations

    11

    h-index

  2. MW
    Maurice Weiler

    University of Amsterdam, Netherlands

    11 publications · 820 citations

    10

    h-index

  3. MW
    Max Welling

    University of Amsterdam, Netherlands

    11 publications · 786 citations

    10

    h-index

  4. AM
    Alessandro Moschitti

    University of Trento, Italy

    8 publications · 633 citations

    8

    h-index

  5. LG
    Leonidas Guibas

    Stanford University, United States

    7 publications · 1.5K citations

    7

    h-index

1–5 of 5.9K

Institutions

1.5K

  1. Chinese Academy of Sciences

    Beijing, China

    30 h-index

    145 publications

    7.2K citations

  2. Tsinghua University

    Beijing, China

    21 h-index

    118 publications

    15.2K citations

  3. Shanghai Jiao Tong University

    Shanghai, China

    20 h-index

    59 publications

    4.3K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    19 h-index

    74 publications

    5.3K citations

  5. Stanford University

    Stanford, United States

    19 h-index

    50 publications

    6.1K citations

  6. Harbin Institute of Technology

    Harbin, China

    17 h-index

    50 publications

    2.7K citations

  7. Sun Yat-sen University

    Guangzhou, China

    17 h-index

    46 publications

    2.6K citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    16 h-index

    46 publications

    2.8K citations

1–8 of 1.5K

Venues

  1. arXiv (Cornell University)

    Repository · 166 publications · 20.3K citations

    54

    h-index

  2. IEEE Access

    50 publications · 2.5K citations

    27

    h-index

  3. 23

    h-index

  4. IEEE Transactions on Image Processing

    23 publications · 2.1K citations

    20

    h-index

  5. Sensors

    18 publications · 730 citations

    15

    h-index

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