Concepedia

Visual Pattern Discovery

Visual Pattern Discovery is a computational process that identifies meaningful, recurring structures or relationships in visual data through perceptual and algorithmic techniques, distinguished from other data mining approaches by its reliance on human vision and interactive visualization to guide and validate the discovery of patterns.

87

Publications

4.2K

Citations

261

Authors

114

Institutions

Publications per year

2017–2026

16

Parents

Publications

87

ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models

Minsuk Kahng, Pierre Andrews, Aditya Kalro et al. · IEEE Transactions on Visualization and Computer Graphics · 2017 · 342 citations

, , +14

Discovery of Collocation Patterns: from Visual Words to Visual Phrases

Junsong Yuan, Ying Wu, Ming Yang · 2007 · 238 citations

, , +13

A hierarchical bayesian model of invariant pattern recognition in the visual cortex

Dileep George, Jeff Hawkins · Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. · 2006 · 222 citations

, , +17

Visual data mining

Pak Chung Wong · IEEE Computer Graphics and Applications · 1999 · 211 citations

, , +10

Common visual pattern discovery via spatially coherent correspondences

Hairong Liu, Shuicheng Yan · 2010 · 192 citations

, , +11

1–5 of 87

Authors

261

  1. JY
    Junsong Yuan

    Nanyang Technological University, Singapore

    11 publications · 568 citations

    11

    h-index

  2. YW
    Ying Wu

    Northwestern University, United States

    8 publications · 511 citations

    8

    h-index

  3. DA
    Daniel A. Keim

    University of Konstanz, Germany

    3 publications · 60 citations

    3

    h-index

  4. MY
    Ming Yang

    Northwestern University, United States

    3 publications · 361 citations

    3

    h-index

  5. HW
    Hongxing Wang

    Chongqing University, China

    3 publications · 57 citations

    3

    h-index

1–5 of 261

Institutions

114

  1. Northwestern University

    Evanston, United States

    9 h-index

    18 publications

    1.3K citations

  2. Nanyang Technological University

    Singapore, Singapore

    7 h-index

    14 publications

    350 citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    6 publications

    98 citations

  4. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    15 publications

    291 citations

  5. University of Illinois Chicago

    Chicago, United States

    3 h-index

    10 publications

    256 citations

  6. University of Konstanz

    Konstanz, Germany

    3 h-index

    10 publications

    236 citations

  7. Georgia Institute of Technology

    Atlanta, United States

    2 h-index

    3 publications

    702 citations

  8. Institute of Computing Technology

    Beijing, China

    2 h-index

    9 publications

    197 citations

1–8 of 114

Venues

  1. Information Visualization

    4 publications · 175 citations

    4

    h-index

  2. IEEE Transactions on Image Processing

    3 publications · 76 citations

    3

    h-index

  3. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 2 publications · 383 citations

    2

    h-index

  4. arXiv (Cornell University)

    Repository · 2 publications · 56 citations

    2

    h-index

  5. International Journal of Multimedia Information Retrieval

    IJMIR · 1 publications · 51 citations

    1

    h-index

1–5