Concepedia

Multimodal Summarization

Multimodal Summarization is a computational framework that synthesizes cohesive and concise representations from aligned inputs across multiple modalities—such as text, audio, and visual data—by identifying and integrating salient information while preserving cross-modal semantics and hierarchical structure.

145

Publications

5.4K

Citations

477

Authors

177

Institutions

Publications per year

2017–2026

88

Parents

Publications

145

Multimodal Saliency and Fusion for Movie Summarization Based on Aural, Visual, and Textual Attention

Georgios Evangelopoulos, Athanasia Zlatintsi, Alexandros Potamianos et al. · IEEE Transactions on Multimedia · 2013 · 265 citations

, , +14

Auto-summarization of audio-video presentations

Li-wei He, Elizabeth Sanocki, Anoop Gupta et al. · 1999 · 222 citations · Full text

, , +13

MSMO: Multimodal Summarization with Multimodal Output

Junnan Zhu, Haoran Li, Tianshang Liu et al. · 2018 · 178 citations · Full text

, , +15

Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization

Manling Li, Lingyu Zhang, Heng Ji et al. · 2019 · 136 citations · Full text

, , +15

Highlight sound effects detection in audio stream

Rui Cai, Lie Lu, Lianhong Cai · 2003 · 108 citations

, , +11

1–5 of 145

Authors

477

  1. JZ
    Junnan Zhu

    University of Chinese Academy of Sciences, China

    8 publications · 633 citations

    8

    h-index

  2. CZ
    Chengqing Zong

    Chinese Academy of Sciences, China

    8 publications · 633 citations

    8

    h-index

  3. JZ
    Jiajun Zhang

    University of Chinese Academy of Sciences, China

    7 publications · 617 citations

    7

    h-index

  4. HL
    Haoran Li

    University of Chinese Academy of Sciences, China

    7 publications · 653 citations

    7

    h-index

  5. AZ
    Athanasia Zlatintsi

    National Technical University of Athens, Greece

    5 publications · 432 citations

    5

    h-index

1–5 of 477

Institutions

177

  1. University of Chinese Academy of Sciences

    Beijing, China

    12 h-index

    47 publications

    3K citations

  2. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    29 publications

    1.3K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    12 publications

    409 citations

  4. Peking University

    Beijing, China

    6 h-index

    14 publications

    865 citations

  5. Nankai University

    Tianjin, China

    5 h-index

    14 publications

    321 citations

  6. National Technical University of Athens

    Athens, Greece

    5 h-index

    25 publications

    2.2K citations

  7. National University of Singapore

    Singapore, Singapore

    5 h-index

    11 publications

    452 citations

  8. Institute of Automation

    Beijing, China

    4 h-index

    19 publications

    1.4K citations

1–8 of 177

Venues

  1. IEEE Transactions on Multimedia

    8 publications · 548 citations

    8

    h-index

  2. arXiv (Cornell University)

    Repository · 7 publications · 137 citations

    7

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 280 citations

    5

    h-index

  4. Knowledge-Based Systems

    3 publications · 109 citations

    3

    h-index

  5. Multimedia Tools and Applications

    3 publications · 45 citations

    3

    h-index

1–5