Concepedia

Visual Reasoning

Visual Reasoning is a cognitive and computational process within artificial intelligence that integrates perceptual analysis of visual data with logical inference mechanisms to derive answers to questions requiring multi-step understanding, contextual interpretation, and relational or abstract thinking about the content and structure of images.

725

Publications

56.1K

Citations

1.9K

Authors

678

Institutions

Publications per year

2017–2026

343

Parents

Publications

725

Vision: A computational investigation into the human representation and processing of visual information

H. B. Barlow · Journal of Mathematical Psychology · 1983 · 5.6K citations

, , +16

The psychology of computer vision

Azriel Rosenfeld · Artificial Intelligence · 1976 · 3K citations

, , +12

The psychology of computer vision

Patrick Henry Winston · Pattern Recognition · 1976 · 2.6K citations

, , +12

Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering

Yash Goyal, Tejas Khot, Douglas Summers-Stay et al. · 2017 · 2.2K citations

, , +10

CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

Justin Johnson, Bharath Hariharan, Laurens van der Maaten et al. · 2017 · 1.8K citations

, , +13

1–5 of 725

Authors

1.9K

  1. QW
    Qi Wu

    The University of Adelaide, Australia

    11 publications · 702 citations

    11

    h-index

  2. CG
    Chuang Gan

    IBM (United States), United States

    11 publications · 635 citations

    10

    h-index

  3. JB
    Joshua B. Tenenbaum

    Massachusetts Institute of Technology, United States

    12 publications · 847 citations

    10

    h-index

  4. SZ
    Song‐Chun Zhu

    University of California, Los Angeles, United States

    8 publications · 462 citations

    8

    h-index

  5. AV
    Anton van den Hengel

    The University of Adelaide, Australia

    8 publications · 447 citations

    8

    h-index

1–5 of 1.9K

Institutions

678

  1. Stanford University

    Stanford, United States

    16 h-index

    40 publications

    5.7K citations

  2. Sun Yat-sen University

    Guangzhou, China

    14 h-index

    37 publications

    2.5K citations

  3. Google (United States)

    Mountain View, United States

    13 h-index

    37 publications

    5.6K citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    13 h-index

    24 publications

    1.8K citations

  5. Georgia Institute of Technology

    Atlanta, United States

    13 h-index

    30 publications

    5.7K citations

  6. University of Maryland, College Park

    College Park, United States

    12 h-index

    19 publications

    4K citations

  7. University of Chinese Academy of Sciences

    Beijing, China

    12 h-index

    33 publications

    1.3K citations

  8. The University of Adelaide

    Adelaide, Australia

    12 h-index

    27 publications

    1.9K citations

1–8 of 678

Venues

  1. arXiv (Cornell University)

    Repository · 81 publications · 4K citations

    31

    h-index

  2. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 11 publications · 643 citations

    11

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 11 publications · 2K citations

    11

    h-index

  4. Cognitive Science

    10 publications · 1.4K citations

    10

    h-index

  5. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 10 publications · 1.2K citations

    10

    h-index

1–5