Applications of Emotions Recognition
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Transcript of Applications of Emotions Recognition
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Applications ofEmotions Recognition
Francesco [email protected]
30 January 2015Computer-Supported Interaction
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Emotion Recognition
EEG + Brain Computer Interfaces
upload.wikimedia.org/wikipedia/commons/b/bf/EEG_cap.jpg
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Emotion Recognition
EEG + Brain Computer Interfaces
ECG + Cardiovascular signals
atrialfibrillation.org.ukupload.wikimedia.org/wikipedia/commons/b/bf/EEG_cap.jpg
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Emotion Recognition
EEG + Brain Computer Interfaces
ECG + Cardiovascular signals
Electrodermal activity
ycanaustralia.comatrialfibrillation.org.ukupload.wikimedia.org/wikipedia/commons/b/bf/EEG_cap.jpg
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Emotion Recognition
Speech + Voice intonation
www-03.ibm.com
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Emotion Recognition
Speech + Voice intonation
Facial expressions
chilloutpoint.comwww-03.ibm.com
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Emotion Recognition
Speech + Voice intonation
Facial expressions
Body language
chilloutpoint.comwww-03.ibm.comwinwithvictory.com
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Human vs. Human
arabianindustry.com
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Human vs. Machine
orbitmedia.com
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Human vs. Machine
orbitmedia.com
EMOTIONS?
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davenussbaum.com
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Applications of Emotion Recognition
Medicine E-learning Monitoring
Entertainment Law Marketing
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1. Medicine
baysidecarecenter.com
Rehabilitation →help monitoring
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1. Medicine
baysidecarecenter.com iavrpt.org
Companion →enhance realism
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1. Medicine
baysidecarecenter.com iavrpt.org degreequery.com
Counseling → client’s emotional state
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1. Medicine
baysidecarecenter.com iavrpt.org degreequery.com masainternational.com
Health care → patients’ feelings about treatment
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Autism
- struggling to interpret expressions
mychildwithoutlimits.org
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Autism
- struggling to interpret expressions
- game with this same purpose
mychildwithoutlimits.org
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Autism
- struggling to interpret expressions
- game with this same purpose
- develop a system → therapy
mychildwithoutlimits.org
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http://youtu.be/Suc5B79qjfE?t=40s
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Music Therapy
- help patients deal with stress, anxiety and depression
musictherapy.orggaryradler.com
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Music Therapy
- help patients deal with stress, anxiety and depression
- positive effects on Alzheimer
musictherapy.orggaryradler.com
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Music Therapy
- help patients deal with stress, anxiety and depression
- positive effects on Alzheimer
- EEG = real-timemusictherapy.orggaryradler.com
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2. E-learning
- adjust the presentation style of an online tutor
educed.org
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2. E-learning
- adjust the presentation style of an online tutor
- detect the state of the learner
educed.org
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Tutoring system
- positive attitude to maximize learning
skypeteachingjobs.com
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Tutoring system
- positive attitude to maximize learning
- more interactive and effective
skypeteachingjobs.com
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Tutoring system
- positive attitude to maximize learning
- more interactive and effective
- provide feedback and guide towards a solution
skypeteachingjobs.com
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3. Monitoring
sbtjapan.com
Car driver →detect state and alert other cars
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3. Monitoring
sbtjapan.com manage.grabweb.net
Agent →warning before angry email + invite to calm down
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3. Monitoring
sbtjapan.com manage.grabweb.net s3.amazonaws.com
ATM not dispensing money when scared
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Call-center system
- recognize voices
lovemoneylaw.com
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Call-center system
- recognize voices
- detect anger in speech
lovemoneylaw.com
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Call-center system
- recognize voices
- detect anger in speech
- prioritize angry calls
lovemoneylaw.com
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Remote Love
- globalization →mobility
weknowmemes.com
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Remote Love
- globalization →mobility
- long distance relations
weknowmemes.com
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Remote Love
- globalization →mobility
- long distance relations
- recognize partner’s trueemotional state
weknowmemes.com
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Remote Love
- globalization →mobility
- long distance relations
- recognize partner’s trueemotional state
- heartbeat pulsing rings
weknowmemes.com
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Remote Love
- globalization →mobility
- long distance relations
- recognize partner’s trueemotional state
- heartbeat pulsing rings
- phone detecting affectionweknowmemes.com
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4. Entertainment
i.ytimg.com
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jonlieffmd.com
- Recognize mood and emotions of the users
Music Player18
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jonlieffmd.com
- Recognize mood and emotions of the users
- satisfy needs
Music Player18
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5. Lawdeeper discovery of depositions
cdn2.hubspot.net
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6. Marketing
- impact of ads
redorbit.com
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6. Marketing
- impact of ads
- attention and engagement
redorbit.com
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6. Marketing
- impact of ads
- attention and engagement
- emotion vital in purchasing decisions
redorbit.com
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6. Marketing
- impact of ads
- attention and engagement
- emotion vital in purchasing decisions→ improve sales
redorbit.com
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References1. Yoon W.-J. , Park K.-S., A Study of Emotion Recognition and Its Applications, 4th International Conference,
MDAI, Springer, 2007
2. Yoon W.-J. , Park K.-S., A study of speech emotion recognition and its application to mobile services, 4th
International Conference, UIC, Springer, 2007
3. Rached T.S., Perkusich A., Emotion Recognition Based on Brain-Computer Interface Systems, Brain-Computer
Interface Systems, 2013
4. Ntombikayise B., Robinson P., Multimodal Affect Recognition in Intelligent Tutoring Systems, Proceedings of
the 4th international conference on Affective computing and intelligent interaction, 2011
5. Petrushin V., Emotion recognition in speech signal: experimental study, development, and application, ICSLP,
2000
6. Liu Y., Sourina O., Nguyen M.K., Real-time EEG-based Emotion Recognition and its Applications, Special Issue
on Cyberworlds, 2011
7. ExtremeTech:extremetech.com/extreme/189259-real-time-emotion-detection-with-google-glass-an-
awesome-creepy-taste-of-the-future-of-wearable-computers
8. Speech emotion recognition: emospeech.net
9. Emotient, leading authority on emotion detection and sentiment analysis technologies: emotient.com
10. Wikipedia: en.wikipedia.org/wiki/Affective_computing
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