ISSN 2394-5125
 

Research Article 


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 participantsí selection for the construction of Multimodal human emotion recognition databases.

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


 
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How to Cite this Article
Pubmed Style

Lovejit Singh, Sarbjeet Singh, Naveen Aggarwal. A SURVEY ON MULTIMODAL DATABASES FOR HUMAN EMOTION RECOGNITION. JCR. 2020; 7(9): 2327-2336. doi:10.31838/jcr.07.09.379


Web Style

Lovejit Singh, Sarbjeet Singh, Naveen Aggarwal. A SURVEY ON MULTIMODAL DATABASES FOR HUMAN EMOTION RECOGNITION. http://www.jcreview.com/?mno=107349 [Access: April 18, 2021]. doi:10.31838/jcr.07.09.379


AMA (American Medical Association) Style

Lovejit Singh, Sarbjeet Singh, Naveen Aggarwal. A SURVEY ON MULTIMODAL DATABASES FOR HUMAN EMOTION RECOGNITION. JCR. 2020; 7(9): 2327-2336. doi:10.31838/jcr.07.09.379



Vancouver/ICMJE Style

Lovejit Singh, Sarbjeet Singh, Naveen Aggarwal. A SURVEY ON MULTIMODAL DATABASES FOR HUMAN EMOTION RECOGNITION. JCR. (2020), [cited April 18, 2021]; 7(9): 2327-2336. doi:10.31838/jcr.07.09.379



Harvard Style

Lovejit Singh, Sarbjeet Singh, Naveen Aggarwal (2020) A SURVEY ON MULTIMODAL DATABASES FOR HUMAN EMOTION RECOGNITION. JCR, 7 (9), 2327-2336. doi:10.31838/jcr.07.09.379



Turabian Style

Lovejit Singh, Sarbjeet Singh, Naveen Aggarwal. 2020. A SURVEY ON MULTIMODAL DATABASES FOR HUMAN EMOTION RECOGNITION. Journal of Critical Reviews, 7 (9), 2327-2336. doi:10.31838/jcr.07.09.379



Chicago Style

Lovejit Singh, Sarbjeet Singh, Naveen Aggarwal. "A SURVEY ON MULTIMODAL DATABASES FOR HUMAN EMOTION RECOGNITION." Journal of Critical Reviews 7 (2020), 2327-2336. doi:10.31838/jcr.07.09.379



MLA (The Modern Language Association) Style

Lovejit Singh, Sarbjeet Singh, Naveen Aggarwal. "A SURVEY ON MULTIMODAL DATABASES FOR HUMAN EMOTION RECOGNITION." Journal of Critical Reviews 7.9 (2020), 2327-2336. Print. doi:10.31838/jcr.07.09.379



APA (American Psychological Association) Style

Lovejit Singh, Sarbjeet Singh, Naveen Aggarwal (2020) A SURVEY ON MULTIMODAL DATABASES FOR HUMAN EMOTION RECOGNITION. Journal of Critical Reviews, 7 (9), 2327-2336. doi:10.31838/jcr.07.09.379