Concepedia

Traffic Sign Classification

Traffic Sign Classification is a computational task in computer vision that categorizes detected traffic signs into predefined semantic classes based on their visual features and geometric attributes.

492

Publications

33.6K

Citations

1.4K

Authors

498

Institutions

Publications per year

2017–2026

229

Parents

Publications

492

Multi-column deep neural networks for image classification

Dan Cireşan, Ueli Meier, Jürgen Schmidhuber · 2012 · 3.8K citations

, , +16

Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition

Johannes Stallkamp, Marc Schlipsing, Jan Salmen et al. · Neural Networks · 2012 · 1.5K citations

, , +13

The German Traffic Sign Recognition Benchmark: A multi-class classification competition

Johannes Stallkamp, Marc Schlipsing, Jan Salmen et al. · 2011 · 1.1K citations

, , +14

Multi-column deep neural network for traffic sign classification

Dan Cireşan, Ueli Meier, Jonathan Masci et al. · Neural Networks · 2012 · 1K citations

, , +13

Traffic-Sign Detection and Classification in the Wild

Zhe Zhu, Dun Liang, Song–Hai Zhang et al. · 2016 · 979 citations

, , +16

1–5 of 492

Authors

1.4K

  1. HF
    Hasan Fleyeh

    Dalarna University, Sweden

    8 publications · 271 citations

    8

    h-index

  2. OP
    Oriol Pujol

    Universitat de Barcelona, Spain

    6 publications · 800 citations

    6

    h-index

  3. PR
    Petia Radeva

    Universitat de Barcelona, Spain

    5 publications · 765 citations

    5

    h-index

  4. HG
    Hilario Gómez-Moreno

    Universidad de Alcalá, Spain

    5 publications · 923 citations

    5

    h-index

  5. KJ
    Kang-Hyun Jo

    University of Ulsan, South Korea

    5 publications · 127 citations

    5

    h-index

1–5 of 1.4K

Institutions

498

  1. Tsinghua University

    Beijing, China

    14 h-index

    43 publications

    6.9K citations

  2. Daimler (Germany)

    Stuttgart, Germany

    10 h-index

    20 publications

    689 citations

  3. University of Monastir

    Monastir, Tunisia

    9 h-index

    27 publications

    757 citations

  4. Universidad de Alcalá

    Alcalá de Henares, Spain

    9 h-index

    43 publications

    5.7K citations

  5. Dalarna University

    Falun, Sweden

    7 h-index

    12 publications

    347 citations

  6. FZI Research Center for Information Technology

    Karlsruhe, Germany

    6 h-index

    23 publications

    392 citations

  7. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    14 publications

    2.4K citations

  8. Ruhr University Bochum

    Bochum, Germany

    5 h-index

    15 publications

    11.8K citations

1–8 of 498

Venues

  1. 23

    h-index

  2. Sensors

    14 publications · 582 citations

    13

    h-index

  3. Multimedia Tools and Applications

    11 publications · 434 citations

    11

    h-index

  4. arXiv (Cornell University)

    Repository · 8 publications · 310 citations

    8

    h-index

  5. Neural Computing and Applications

    8 publications · 345 citations

    8

    h-index

1–5