Towards the smart sensors based human emotion recognition

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

doi:10.1109/I2MTC.2012.6229646

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 proceeding › Conference proceeding contribution › peer-review

40 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 language	English
Title of host publication	2012 IEEE I2MTC - International Instrumentation and Measurement Technology Conference, Proceedings
Place of Publication	Piscataway, NJ
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	2365-2370
Number of pages	6
ISBN (Print)	9781457717710
DOIs	https://doi.org/10.1109/I2MTC.2012.6229646
Publication status	Published - 2012
Externally published	Yes
Event	2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC - 2012 - Graz, Austria Duration: 13 May 2012 → 16 May 2012

Other

Other	2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC - 2012
Country/Territory	Austria
City	Graz
Period	13/05/12 → 16/05/12

Access to Document

10.1109/I2MTC.2012.6229646

Cite this

@inproceedings{b0be84f1a01c4aa5adb04ce199f12013,

title = "Towards the smart sensors based human emotion recognition",

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.",

author = "Quazi, {M. T.} and Mukhopadhyay, {S. C.} and Suryadevara, {N. K.} and Huang, {Y. M.}",

year = "2012",

doi = "10.1109/I2MTC.2012.6229646",

language = "English",

isbn = "9781457717710",

pages = "2365--2370",

booktitle = "2012 IEEE I2MTC - International Instrumentation and Measurement Technology Conference, Proceedings",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

address = "United States",

note = "2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC - 2012 ; Conference date: 13-05-2012 Through 16-05-2012",

}

Quazi, MT, Mukhopadhyay, SC, Suryadevara, NK & Huang, YM 2012, Towards the smart sensors based human emotion recognition. in 2012 IEEE I2MTC - International Instrumentation and Measurement Technology Conference, Proceedings., 6229646, Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, pp. 2365-2370, 2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC - 2012, Graz, Austria, 13/05/12. https://doi.org/10.1109/I2MTC.2012.6229646

Towards the smart sensors based human emotion recognition. / Quazi, M. T.; Mukhopadhyay, S. C.; Suryadevara, N. K. et al.
2012 IEEE I2MTC - International Instrumentation and Measurement Technology Conference, Proceedings. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 2012. p. 2365-2370 6229646.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

TY - GEN

T1 - Towards the smart sensors based human emotion recognition

AU - Quazi, M. T.

AU - Mukhopadhyay, S. C.

AU - Suryadevara, N. K.

AU - Huang, Y. M.

PY - 2012

Y1 - 2012

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=84864276240&partnerID=8YFLogxK

U2 - 10.1109/I2MTC.2012.6229646

DO - 10.1109/I2MTC.2012.6229646

M3 - Conference proceeding contribution

AN - SCOPUS:84864276240

SN - 9781457717710

SP - 2365

EP - 2370

BT - 2012 IEEE I2MTC - International Instrumentation and Measurement Technology Conference, Proceedings

PB - Institute of Electrical and Electronics Engineers (IEEE)

CY - Piscataway, NJ

T2 - 2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC - 2012

Y2 - 13 May 2012 through 16 May 2012

ER -

Towards the smart sensors based human emotion recognition

Abstract

Other

Access to Document

Other files and links

Fingerprint

Cite this