Multimodal Event Detection

Multimodal Event Detection is an event detection paradigm that integrates and analyzes complementary information from multiple modalities—such as text, image, audio, and video—to identify and classify events in a unified semantic space, distinguishing it from unimodal approaches by leveraging cross-modal correlations for improved detection accuracy and contextual understanding.

301

Publications

14.1K

Citations

1.1K

Authors

366

Institutions

Publications per year

2017–2026

132

Parents

Event Detection

Publications

301

EANN

Yaqing Wang, Fenglong Ma, Zhiwei Jin et al. · 2018 · 1.1K citations · Full text

Computing, Communication, Computer Science +17

Automatic analysis of multimodal group actions in meetings

L. McCowan, Daniel Gática-Pérez, Samy Bengio et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 346 citations · Full text

Social Sciences, Communication, Computer Vision +15

Detecting Events and Key Actors in Multi-person Videos

Vignesh Ramanathan, Jonathan Huang, Sami Abu-El-Haija et al. · 2016 · 224 citations

Computing, Computer Science, Computer Vision +16

Dual Attention Matching for Audio-Visual Event Localization

Yu Wu, Linchao Zhu, Yan Yan et al. · 2019 · 221 citations · Full text

Computing, Computer Science, Computer Vision +12

Multi-modal Knowledge-aware Event Memory Network for Social Media Rumor Detection

Huaiwen Zhang, Quan Fang, Shengsheng Qian et al. · 2019 · 200 citations

Business, Communication, Computer Science +14

1–5 of 301

Authors

1.1K

CX
Changsheng Xu
Chinese Academy of Sciences, China
17 publications · 1.1K citations
15
h-index
QT
Qi Tian
Huawei Technologies (China), China
8 publications · 400 citations
8
h-index
AD
Ajay Divakaran
Mitsubishi Electric (United States), United States
6 publications · 261 citations
6
h-index
XZ
Xiaodan Zhuang
University of Illinois Urbana-Champaign, United States
6 publications · 375 citations
6
h-index
SC
Shih‐Fu Chang
Columbia University, United States
6 publications · 349 citations
6
h-index

1–5 of 1.1K

Institutions

366

1–8 of 366

Venues

IEEE Transactions on Multimedia
9 publications · 638 citations
9
h-index
arXiv (Cornell University)
Repository · 6 publications · 289 citations
6
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 5 publications · 232 citations
5
h-index
MediaEval
6 publications · 92 citations
5
h-index
IEEE Transactions on Circuits and Systems for Video Technology
5 publications · 318 citations
5
h-index

1–5