Multimodal Emotion Interaction and Visualization Platform

被引:0
|
作者
Zhang, Zheng [1 ,2 ]
Chen, Songling [1 ]
Hou, Mixiao [1 ]
Lu, Guangming [1 ]
机构
[1] Harbin Inst Technol, Shenzhen, Peoples R China
[2] Peng Cheng Lab, Shenzhen, Peoples R China
关键词
Multimodal emotion recognition; human-machine interaction;
D O I
10.1145/3581783.3612666
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we present a multimodal emotion analysis platform, which can flexibly capture, detect and analyze the emotions of video object with multiple modalities under different situations, including offline and online application scenarios. This system can visualize the dynamic effects of different types of emotions from both multimodal and unimodal circumstances. The presented emotion analysis results show instant and time series states in both specific modality and multiple modalities. Our system fills the current research and application gaps in multimodal emotion analysis with an interactive interface. Notably, the constructed system can adaptively process pre-recorded video clips as well as collected real-world data with excellent practicality and interactivity.
引用
收藏
页码:9368 / 9370
页数:3
相关论文
共 50 条
  • [1] Multimodal Interaction for Data Visualization
    Lee, Bongshin
    Srinivasan, Arjun
    Stasko, John
    Tory, Melanie
    Setlur, Vidya
    [J]. AVI'18: PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON ADVANCED VISUAL INTERFACES, 2018,
  • [2] Manitou: A Multimodal Interaction Platform
    Hak, Roman
    Dolezal, Jakub
    Zeman, Tomas
    [J]. PROCEEDINGS OF 2012 5TH JOINT IFIP WIRELESS AND MOBILE NETWORKING CONFERENCE (WMNC'2012), 2012, : 60 - 63
  • [3] Multimodal Interaction on a Social Robotic Platform
    Blume, Juergen
    Rehrl, Tobias
    Rigoll, Gerhard
    [J]. AT-AUTOMATISIERUNGSTECHNIK, 2013, 61 (11) : 737 - 748
  • [4] Multimodal Emotion Recognition for Human Robot Interaction
    Adiga, Sharvari
    Vaishnavi, D. V.
    Saxena, Suchitra
    ShikhaTripathi
    [J]. 2020 7TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING & MACHINE INTELLIGENCE (ISCMI 2020), 2020, : 197 - 203
  • [5] Natural multimodal interaction in immersive flow visualization
    Su, Chengyu
    Yang, Chao
    Chen, Yonghui
    Wang, Fupan
    Wang, Fang
    Wu, Yadong
    Zhang, Xiaorong
    [J]. VISUAL INFORMATICS, 2021, 5 (04) : 56 - 66
  • [6] Multimodal Interaction Aware Platform for Collaborative Learning
    Sugimoto, Aoi
    Hayashi, Yuki
    Seta, Kazuhisa
    [J]. 25TH INTERNATIONAL CONFERENCE ON COMPUTERS IN EDUCATION (ICCE 2017): TECHNOLOGY AND INNOVATION: COMPUTER-BASED EDUCATIONAL SYSTEMS FOR THE 21ST CENTURY, 2017, : 316 - 325
  • [7] Multimodal Emotion Recognition of Hand-Object Interaction
    Niewiadomski, Radoslaw
    Sciutti, Alessandra
    [J]. IUI '21 - 26TH INTERNATIONAL CONFERENCE ON INTELLIGENT USER INTERFACES, 2021, : 351 - 355
  • [8] Visualization Method of Emotion Information for Long Distance Interaction
    Sanchez, Jesus A. Garcia
    Ohnishi, Kazuhiro
    Shibata, Atsushi
    Dong, Fangyan
    Hirota, Kaoru
    [J]. 2014 INTERNATIONAL CONFERENCE ON HUMANOID, NANOTECHNOLOGY, INFORMATION TECHNOLOGY, COMMUNICATION AND CONTROL, ENVIRONMENT AND MANAGEMENT (HNICEM), 2014,
  • [9] Enhancing Scientific Communication Through Information Visualization: A Proposal for a Multimodal Platform
    Pereira, Mariana
    Azevedo, Bruno
    Araujo, Silvia
    [J]. ARTSIT, INTERACTIVITY AND GAME CREATION, PT 2, ARTSIT 2023, 2024, 565 : 63 - 71
  • [10] MULTIMODAL EMOTION ESTIMATION AND EMOTIONAL SYNTHESIZE FOR INTERACTION VIRTUAL AGENT
    Yang, Minghao
    Tao, Jianhua
    Li, Hao
    Mu, Kaihui
    [J]. 2012 IEEE 2ND INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND INTELLIGENT SYSTEMS (CCIS) VOLS 1-3, 2012, : 191 - 196