Home|Journals|Articles by Year Follow on Twitter

Directory for Medical Articles
 

Open Access

Research Article

JCR. 2020; 7(9): 2327-2336


A SURVEY ON MULTIMODAL DATABASES FOR HUMAN EMOTION RECOGNITION

Lovejit Singh, Sarbjeet Singh, Naveen Aggarwal.

Abstract
Multimodal human emotion recognition is an emerging area of research. It is a significant pattern recognition
problem that encourages researchers for the development of Multimodal human emotion detection systems. The Multimodal
databases contain text, audio, video or physiological signals of humans for the training, testing and validating the developed
Multimodal emotion recognition systems. This paper presents a systematic study of existing Multimodal human emotion
recognition databases. It describes various important stages involved in the construction of database namely design criteria,
recording environment, hardware setup, acquisition, and post-processing. It provides the summary of existing Multimodal
databases by common parameters such as elicitation method, number of participants, number of samples, duration of samples,
speaking language of participants, targeted modalities, annotation of samples and accessibility of the database. Further, it
provides valuable and possible future directions namely application specific, real-world situations and geographic regions
wise participants’ selection for the construction of Multimodal human emotion recognition databases.

Key words: Affective Computing, Emotion Recognition, Multimodal Databases, Multimodal Signal



Similar Articles

Passive social media use and psychological well-being during the COVID-19 pandemic: The role of social comparison and emotion regulation.
Yue Z, Zhang R, Xiao J
Computers in human behavior. 2022; 127(): 107050

Editorial: Novel therapeutic approaches in chronic kidney disease and kidney transplantation: the draw of evolving integrated multimodal approaches in the targeted therapy era.
Tantisattamo E, Hanna RM, Kalantar-Zadeh K
Current opinion in nephrology and hypertension. 2022; 31(1): 1-5

Optogenetic activation of intracellular signaling based on light-inducible protein-protein homo-interactions.
Huang P, Zhao Z, Duan L
Neural regeneration research. 2022; 17(1): 25-30

A deep dive into COVID-19-related messages on WhatsApp in Pakistan.
Javed RT, Usama M, Iqbal W, Qadir J, Tyson G, Castro I, Garimella K
Social network analysis and mining. 2022; 12(1): 5

Artificial Intelligence and Quantum Computing as the Next Pharma Disruptors.
Cova T, Vitorino C, Ferreira M, Nunes S, Rondon-Villarreal P, Pais A
Methods in molecular biology (Clifton, N.J.). 2022; 2390(): 321-347


Full-text options


Latest Statistics about COVID-19
• pubstat.org


Add your Article(s) to Indexes
• citeindex.org






Covid-19 Trends and Statistics
ScopeMed.com
CiteIndex.org
CancerLine
FoodsLine
PhytoMedline
Follow ScopeMed on Twitter
Author Tools
eJPort Journal Hosting
About BiblioMed
License Information
Terms & Conditions
Privacy Policy
Contact Us

The articles in Bibliomed are open access articles licensed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (https://creativecommons.org/licenses/by-nc-sa/4.0/) which permits unrestricted, non-commercial use, distribution and reproduction in any medium, provided the work is properly cited.
ScopeMed is a Database Service for Scientific Publications. Copyright © ScopeMed® Information Services.



ScopeMed Web Sites