Concepedia

Visual Semantics

Visual Semantics is a subfield of Visual Representation that studies the meaning and interpretation of visual elements, distinguishing itself by focusing on how visual structures convey semantic content in images, diagrams, and other visual forms.

2K

Publications

157K

Citations

5.1K

Authors

1.1K

Institutions

Publications per year

2017–2026

934

Parents

Children

Publications

2K

Deep visual-semantic alignments for generating image descriptions

Andrej Karpathy, Li Fei-Fei · 2015 · 5K citations

, , +16

DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition

Jeff Donahue, Yangqing Jia, Oriol Vinyals et al. · arXiv (Cornell University) · 2013 · 3.6K citations · Full text

, , +17

From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions

Peter Young, Alice Lai, Micah Hodosh et al. · Transactions of the Association for Computational Linguistics · 2014 · 2.5K citations · Full text

, , +16

LXMERT: Learning Cross-Modality Encoder Representations from Transformers

Hao Tan, Mohit Bansal · 2019 · 2.3K citations · Full text

, , +16

DeViSE: A Deep Visual-Semantic Embedding Model

Andrea Frome, Greg S. Corrado, Jon Shlens et al. · 2013 · 2.1K citations

, , +13

1–5 of 2K

Authors

5.1K

  1. SC
    Shih‐Fu Chang

    Columbia University, United States

    22 publications · 2.1K citations

    20

    h-index

  2. LS
    Ling Shao

    Inception Institute of Artificial Intelligence, United Arab Emirates

    20 publications · 1.4K citations

    18

    h-index

  3. YY
    Yang Yang

    University of Electronic Science and Technology of China, China

    20 publications · 1.2K citations

    18

    h-index

  4. HT
    Heng Tao Shen

    University of Electronic Science and Technology of China, China

    18 publications · 967 citations

    16

    h-index

  5. QW
    Qi Wu

    The University of Adelaide, Australia

    16 publications · 2K citations

    15

    h-index

1–5 of 5.1K

Institutions

1.1K

  1. Chinese Academy of Sciences

    Beijing, China

    38 h-index

    213 publications

    15.8K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    34 h-index

    142 publications

    6.8K citations

  3. University of Electronic Science and Technology of China

    Chengdu, China

    30 h-index

    120 publications

    6.9K citations

  4. Zhejiang University

    Hangzhou, China

    27 h-index

    95 publications

    6.4K citations

  5. Columbia University

    New York, United States

    27 h-index

    85 publications

    7.1K citations

  6. Peking University

    Beijing, China

    27 h-index

    111 publications

    4.7K citations

  7. Tsinghua University

    Beijing, China

    26 h-index

    84 publications

    10.3K citations

  8. University of Science and Technology of China

    Hefei, China

    26 h-index

    110 publications

    8.1K citations

1–8 of 1.1K

Venues

  1. arXiv (Cornell University)

    Repository · 162 publications · 14.3K citations

    45

    h-index

  2. IEEE Transactions on Multimedia

    68 publications · 3.9K citations

    37

    h-index

  3. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 36 publications · 4.3K citations

    32

    h-index

  4. IEEE Transactions on Image Processing

    44 publications · 2.3K citations

    29

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 41 publications · 2.6K citations

    28

    h-index

1–5