EMOTION RECOGNITION BASED ON VARIOUS PHYSIOLOGICAL SIGNALS - A REVIEW
Emotion recognition is one of the biggest challenges in human-human and human-computer interaction. There are various approaches to recognize emotions like facial expression, audio signals, body poses, and gestures etc. Physiological signals play vital role in emotion recognition as they are not con...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
ICT Academy of Tamil Nadu
2018-09-01
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| Series: | ICTACT Journal on Communication Technology |
| Subjects: | |
| Online Access: | http://ictactjournals.in/ArticleDetails.aspx?id=3595 |
| _version_ | 1818238495995461632 |
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| author | Supriya Londhe Rushikesh Borse |
| author_facet | Supriya Londhe Rushikesh Borse |
| author_sort | Supriya Londhe |
| collection | DOAJ |
| description | Emotion recognition is one of the biggest challenges in human-human and human-computer interaction. There are various approaches to recognize emotions like facial expression, audio signals, body poses, and gestures etc. Physiological signals play vital role in emotion recognition as they are not controllable and are of immediate response type. In this paper, we discuss the research done on emotion recognition using skin conductance, skin temperature, electrocardiogram (ECG), electromyography (EMG), and electroencephalogram (EEG) signals. Altogether, the same methodology has been adopted for emotion recognition techniques based upon various physiological signals. After survey, it is understood that none of these methods are fully efficient standalone but the efficiency can be improved by using combination of physiological signals. The study of this paper provides an insight on the current state of research and challenges faced during emotion recognition using physiological signals, so that research can be advanced for better recognition. |
| first_indexed | 2024-12-12T12:42:34Z |
| format | Article |
| id | doaj.art-4dd3d8bc09f744b1af451b20d2be9cc3 |
| institution | Directory Open Access Journal |
| issn | 0976-0091 2229-6948 |
| language | English |
| last_indexed | 2024-12-12T12:42:34Z |
| publishDate | 2018-09-01 |
| publisher | ICT Academy of Tamil Nadu |
| record_format | Article |
| series | ICTACT Journal on Communication Technology |
| spelling | doaj.art-4dd3d8bc09f744b1af451b20d2be9cc32022-12-22T00:24:10ZengICT Academy of Tamil NaduICTACT Journal on Communication Technology0976-00912229-69482018-09-01931815182210.21917/ijct.2018.0265EMOTION RECOGNITION BASED ON VARIOUS PHYSIOLOGICAL SIGNALS - A REVIEWSupriya Londhe0Rushikesh Borse1Giesecke and Devrient MS India Private Limited, IndiaMIT Academy of Engineering, IndiaEmotion recognition is one of the biggest challenges in human-human and human-computer interaction. There are various approaches to recognize emotions like facial expression, audio signals, body poses, and gestures etc. Physiological signals play vital role in emotion recognition as they are not controllable and are of immediate response type. In this paper, we discuss the research done on emotion recognition using skin conductance, skin temperature, electrocardiogram (ECG), electromyography (EMG), and electroencephalogram (EEG) signals. Altogether, the same methodology has been adopted for emotion recognition techniques based upon various physiological signals. After survey, it is understood that none of these methods are fully efficient standalone but the efficiency can be improved by using combination of physiological signals. The study of this paper provides an insight on the current state of research and challenges faced during emotion recognition using physiological signals, so that research can be advanced for better recognition.http://ictactjournals.in/ArticleDetails.aspx?id=3595Physiological SignalsSkin ConductanceEMGECGEEG |
| spellingShingle | Supriya Londhe Rushikesh Borse EMOTION RECOGNITION BASED ON VARIOUS PHYSIOLOGICAL SIGNALS - A REVIEW ICTACT Journal on Communication Technology Physiological Signals Skin Conductance EMG ECG EEG |
| title | EMOTION RECOGNITION BASED ON VARIOUS PHYSIOLOGICAL SIGNALS - A REVIEW |
| title_full | EMOTION RECOGNITION BASED ON VARIOUS PHYSIOLOGICAL SIGNALS - A REVIEW |
| title_fullStr | EMOTION RECOGNITION BASED ON VARIOUS PHYSIOLOGICAL SIGNALS - A REVIEW |
| title_full_unstemmed | EMOTION RECOGNITION BASED ON VARIOUS PHYSIOLOGICAL SIGNALS - A REVIEW |
| title_short | EMOTION RECOGNITION BASED ON VARIOUS PHYSIOLOGICAL SIGNALS - A REVIEW |
| title_sort | emotion recognition based on various physiological signals a review |
| topic | Physiological Signals Skin Conductance EMG ECG EEG |
| url | http://ictactjournals.in/ArticleDetails.aspx?id=3595 |
| work_keys_str_mv | AT supriyalondhe emotionrecognitionbasedonvariousphysiologicalsignalsareview AT rushikeshborse emotionrecognitionbasedonvariousphysiologicalsignalsareview |