Emotion recognition from unimodal to multimodal analysis: A review

K Ezzameli, H Mahersia - Information Fusion, 2023 - Elsevier
The omnipresence of numerous information sources in our daily life brings up new
alternatives for emotion recognition in several domains including e-health, e-learning …

A survey on databases for multimodal emotion recognition and an introduction to the VIRI (visible and InfraRed image) database

MFH Siddiqui, P Dhakal, X Yang, AY Javaid - Multimodal Technologies …, 2022 - mdpi.com
Multimodal human–computer interaction (HCI) systems pledge a more human–human-like
interaction between machines and humans. Their prowess in emanating an unambiguous …

[图书][B] Artificial intelligence and games

GN Yannakakis, J Togelius - 2018 - Springer
Georgios N. Yannakakis Julian Togelius Page 1 Artificial Intelligence and Games Georgios N.
Yannakakis Julian Togelius Page 2 Artificial Intelligence and Games Page 3 Georgios N …

A review, current challenges, and future possibilities on emotion recognition using machine learning and physiological signals

PJ Bota, C Wang, ALN Fred, HP Da Silva - IEEE access, 2019 - ieeexplore.ieee.org
The seminal work on Affective Computing in 1995 by Picard set the base for computing that
relates to, arises from, or influences emotions. Affective computing is a multidisciplinary field …

LIRIS-ACCEDE: A video database for affective content analysis

Y Baveye, E Dellandrea, C Chamaret… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Research in affective computing requires ground truth data for training and benchmarking
computational models for machine-based emotion understanding. In this paper, we propose …

Video affective content analysis: A survey of state-of-the-art methods

S Wang, Q Ji - IEEE Transactions on Affective Computing, 2015 - ieeexplore.ieee.org
Video affective content analysis has been an active research area in recent decades, since
emotion is an important component in the classification and retrieval of videos. Video …

Deep multimodal learning for affective analysis and retrieval

L Pang, S Zhu, CW Ngo - IEEE Transactions on Multimedia, 2015 - ieeexplore.ieee.org
Social media has been a convenient platform for voicing opinions through posting
messages, ranging from tweeting a short text to uploading a media file, or any combination …

Emotional ratings and skin conductance response to visual, auditory and haptic stimuli

E Gatti, E Calzolari, E Maggioni, M Obrist - Scientific data, 2018 - nature.com
The human emotional reactions to stimuli delivered by different sensory modalities is a topic
of interest for many disciplines, from Human-Computer-Interaction to cognitive sciences …

Predicting emotions in user-generated videos

YG Jiang, B Xu, X Xue - Proceedings of the AAAI conference on artificial …, 2014 - ojs.aaai.org
User-generated video collections are expanding rapidly in recent years, and systems for
automatic analysis of these collections are in high demands. While extensive research …

User-generated video emotion recognition based on key frames

J Wei, X Yang, Y Dong - Multimedia Tools and Applications, 2021 - Springer
Video is an important medium in communication and entertainment, and thus, an intelligent
understanding of videos has attracted widespread interest in academic community. Video …