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
UR - http://www.scopus.com/inward/citedby.url?scp=84864276240&partnerID=8YFLogxK
U2 - 10.1109/I2MTC.2012.6229646
DO - 10.1109/I2MTC.2012.6229646
M3 - Conference contribution
AN - SCOPUS:84864276240
SN - 9781457717710
T3 - 2012 IEEE I2MTC - International Instrumentation and Measurement Technology Conference, Proceedings
SP - 2365
EP - 2370
BT - 2012 IEEE I2MTC - International Instrumentation and Measurement Technology Conference, Proceedings
T2 - 2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2012
Y2 - 13 May 2012 through 16 May 2012
ER -