Concepedia

Kernel-based Matching

Kernel-Based Matching is a template matching technique that uses a kernel function to measure similarity between a template and image regions by mapping them into a higher-dimensional feature space, thereby enabling nonlinear pattern recognition through localized correlation in transformed domains.

134

Publications

9.1K

Citations

381

Authors

190

Institutions

Publications per year

2017–2026

27

Parents

Publications

134

The pyramid match kernel: discriminative classification with sets of image features

Kristen Grauman, Trevor Darrell · 2005 · 1.5K citations

, , +16

Image subtraction using a space-varying kernel

C. Alard · Astronomy and Astrophysics Supplement Series · 2000 · 853 citations · Full text

, , +15

Heterogeneous Face Recognition Using Kernel Prototype Similarities

Brendan Klare, Anil K. Jain · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 365 citations

, , +15

The Pyramid Match Kernel: Efficient Learning with Sets of Features

Kristen Grauman, Trevor Darrell · 2007 · 320 citations

, , +13

Graph embedding discriminant analysis on Grassmannian manifolds for improved image set matching

Mehrtash Harandi, Conrad Sanderson, Sareh Shirazi et al. · 2011 · 295 citations

, , +16

1–5 of 134

Authors

381

  1. HJ
    Hervé Jeǵou

    Institut national de recherche en sciences et technologies du numérique, France

    5 publications · 459 citations

    5

    h-index

  2. GT
    Giorgos Tolias

    Czech Technical University in Prague, Czechia

    4 publications · 422 citations

    4

    h-index

  3. TD
    Trevor Darrell

    University of California, Berkeley, United States

    3 publications · 1.8K citations

    3

    h-index

  4. KG
    Kristen Grauman

    The University of Texas at Austin, United States

    3 publications · 1.8K citations

    3

    h-index

  5. RK
    Ron Kimmel

    Technion – Israel Institute of Technology, Israel

    3 publications · 137 citations

    3

    h-index

1–5 of 381

Institutions

190

  1. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    7 h-index

    16 publications

    1.5K citations

  2. Centre Inria de l'Université de Rennes

    Rennes, France

    5 h-index

    12 publications

    935 citations

  3. Data61

    Sydney, Australia

    5 h-index

    9 publications

    1.4K citations

  4. Beihang University

    Beijing, China

    4 h-index

    10 publications

    245 citations

  5. National University of Singapore

    Singapore, Singapore

    4 h-index

    9 publications

    378 citations

  6. Shanghai Jiao Tong University

    Shanghai, China

    4 h-index

    6 publications

    121 citations

  7. Sun Yat-sen University

    Guangzhou, China

    3 h-index

    7 publications

    97 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    7 publications

    176 citations

1–8 of 190

Venues

  1. IEEE Transactions on Image Processing

    5 publications · 312 citations

    5

    h-index

  2. Pattern Recognition

    5 publications · 104 citations

    5

    h-index

  3. 5

    h-index

  4. 3

    h-index

  5. Computer Vision and Image Understanding

    CVIU · 3 publications · 93 citations

    3

    h-index

1–5