Concepedia

Multimodal Affect Analysis

Multimodal Affect Analysis is a computational framework that integrates and interprets affective cues from multiple modalities—such as facial expressions, vocal prosody, physiological signals, and textual language—to recognize and model human emotions with greater accuracy and robustness than unimodal approaches.

127

Publications

15.1K

Citations

387

Authors

156

Institutions

Publications per year

2017–2026

62

Parents

Publications

127

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

Sander Koelstra, Christian Mühl, Mohammad Soleymani et al. · IEEE Transactions on Affective Computing · 2011 · 4.8K citations · Full text

, , +17

Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications

Rafael A. Calvo, Sidney K. D’Mello · IEEE Transactions on Affective Computing · 2010 · 1.8K citations

, , +17

Toward an affect-sensitive multimodal human-computer interaction

Maja Pantić, Léon Rothkrantz · Proceedings of the IEEE · 2003 · 784 citations

, , +16

AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups

Juan Abdon Miranda-Correa, Mojtaba Khomami Abadi, Nicu Sebe et al. · IEEE Transactions on Affective Computing · 2018 · 670 citations · Full text

, , +17

The SEMAINE Database: Annotated Multimodal Records of Emotionally Colored Conversations between a Person and a Limited Agent

Gary McKeown, Michel Valstar, Roddy Cowie et al. · IEEE Transactions on Affective Computing · 2011 · 669 citations · Full text

, , +17

1–5 of 127

Authors

387

  1. BW
    Björn W. Schuller

    Imperial College London, United Kingdom

    7 publications · 495 citations

    9

    h-index

  2. TP
    Thierry Pun

    University of Geneva, Switzerland

    5 publications · 5K citations

    5

    h-index

  3. NS
    Nicu Sebe

    University of Trento, Italy

    5 publications · 726 citations

    5

    h-index

  4. EC
    Erik Cambria

    Nanyang Technological University, Singapore

    3 publications · 70 citations

    5

    h-index

  5. MP
    Maja Pantić

    Imperial College London, United Kingdom

    5 publications · 1.9K citations

    5

    h-index

1–5 of 387

Institutions

156

  1. University of Augsburg

    Augsburg, Germany

    9 h-index

    18 publications

    413 citations

  2. Imperial College London

    London, United Kingdom

    8 h-index

    11 publications

    2.8K citations

  3. University of Geneva

    Geneva, Switzerland

    6 h-index

    19 publications

    10.5K citations

  4. Nanyang Technological University

    Singapore, Singapore

    6 h-index

    7 publications

    118 citations

  5. Queen Mary University of London

    London, United Kingdom

    5 h-index

    8 publications

    11.5K citations

  6. University of Trento

    Trento, Italy

    5 h-index

    13 publications

    1.5K citations

  7. Technical University of Munich

    Munich, Germany

    4 h-index

    5 publications

    446 citations

  8. Stanford University

    Stanford, United States

    4 h-index

    7 publications

    404 citations

1–8 of 156

Venues

  1. IEEE Transactions on Affective Computing

    TAC · 18 publications · 9K citations

    17

    h-index

  2. arXiv (Cornell University)

    Repository · 8 publications · 172 citations

    8

    h-index

  3. Information Fusion

    3 publications · 139 citations

    4

    h-index

  4. Journal on Multimodal User Interfaces

    2 publications · 39 citations

    2

    h-index

  5. MediaEval

    2 publications · 32 citations

    2

    h-index

1–5