Concepedia

Visual Trend Mining

Visual Trend Mining is a systematic method within fashion trend forecasting that identifies and analyzes emerging aesthetic patterns from visual data sources to predict future design directions.

34

Publications

2K

Citations

107

Authors

45

Institutions

Publications per year

2017–2026

19

Parents

Publications

34

Proceedings of the ACM Web Conference 2022

Frédérique Laforest, Raphaël Troncy, Elena Simperl et al. · 2022 · 522 citations

, , +13

Visual data mining

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

, , +10

Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering

Ruining He, Julian McAuley · arXiv (Cornell University) · 2016 · 203 citations · Full text

, , +15

Fashion Forward: Forecasting Visual Style in Fashion

Ziad Al-Halah, Rainer Stiefelhagen, Kristen Grauman · 2017 · 168 citations

, , +16

Runway to Realway: Visual Analysis of Fashion

Sirion Vittayakorn, Kota Yamaguchi, Alexander C. Berg et al. · 2015 · 111 citations

, , +14

1–5 of 34

Authors

107

  1. KN
    Kawa Nazemi

    Darmstadt University of Applied Sciences, Germany

    4 publications · 71 citations

    4

    h-index

  2. DB
    Dirk Burkhardt

    Fraunhofer Institute for Computer Graphics Research, Germany

    4 publications · 71 citations

    4

    h-index

  3. KG
    Kristen Grauman

    The University of Texas at Austin, United States

    2 publications · 192 citations

    2

    h-index

  4. JM
    Julian McAuley

    University of California San Diego, United States

    2 publications · 213 citations

    2

    h-index

  5. RH
    Ruining He

    University of California San Diego, United States

    2 publications · 213 citations

    2

    h-index

1–5 of 107

Institutions

45

  1. Darmstadt University of Applied Sciences

    Darmstadt, Germany

    3 h-index

    8 publications

    122 citations

  2. University of California San Diego

    San Diego, United States

    2 h-index

    5 publications

    436 citations

  3. The University of Texas at Austin

    Austin, United States

    2 h-index

    2 publications

    192 citations

  4. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    2 h-index

    4 publications

    384 citations

  5. National Taiwan University

    Taipei, Taiwan

    2 h-index

    4 publications

    103 citations

  6. Technische Universität Darmstadt

    Darmstadt, Germany

    2 h-index

    4 publications

    76 citations

  7. Middle East Technical University

    Ankara, Türkiye

    1 h-index

    2 publications

    134 citations

  8. Tecnológico de Monterrey

    Monterrey, Mexico

    1 h-index

    5 publications

    145 citations

1–8 of 45

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 268 citations

    3

    h-index

  2. Clothing and Textiles Research Journal

    2 publications · 39 citations

    2

    h-index

  3. IEEE Computer Graphics and Applications

    1 publications · 211 citations

    1

    h-index

  4. IEEE Signal Processing Magazine

    1 publications · 31 citations

    1

    h-index

  5. 2020 24th International Conference Information Visualisation (IV)

    Conference · 1 publications · 10 citations

    1

    h-index

1–5