Towards the smart sensors based human emotion recognition

M. T. Quazi*, S. C. Mukhopadhyay, N. K. Suryadevara, Y. M. Huang

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

31 Citations (Scopus)

Abstract

A smart sensing system, which would help in detecting human emotions based on information from physiological parameters obtained from sensors, has been designed and developed. Sensors continuously monitor the heart rate, skin conductance and skin temperature. The amplified and filtered signals from the sensors are then processed by a microcontroller and transmitted wirelessly using ZigBee technology. The received signals from the system are displayed and stored on the computer where they are analysed visually for obvious patterns. An algorithm is being developed for automatic recognition of emotions using various clustering techniques. The partial developed system has shown good results in monitoring the physiological parameters.

Original languageEnglish
Title of host publication2012 IEEE I2MTC - International Instrumentation and Measurement Technology Conference, Proceedings
Place of PublicationPiscataway, NJ
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages2365-2370
Number of pages6
ISBN (Print)9781457717710
DOIs
Publication statusPublished - 2012
Externally publishedYes
Event2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC - 2012 - Graz, Austria
Duration: 13 May 201216 May 2012

Other

Other2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC - 2012
CountryAustria
CityGraz
Period13/05/1216/05/12

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  • Cite this

    Quazi, M. T., Mukhopadhyay, S. C., Suryadevara, N. K., & Huang, Y. M. (2012). Towards the smart sensors based human emotion recognition. In 2012 IEEE I2MTC - International Instrumentation and Measurement Technology Conference, Proceedings (pp. 2365-2370). [6229646] Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/I2MTC.2012.6229646