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Volumn 12, Issue 6, 2010, Pages 576-590

A system for real-time multimodal analysis of nonverbal affective social interaction in user-centric media

Author keywords

Affective social behavior of small groups of users; affective sound and music processing; multimodal analysis of nonverbal affective social interaction; real time applications of multimodal affective social interaction; user centric media

Indexed keywords

AFFECTIVE SOUND AND MUSIC PROCESSING; MULTIMODAL ANALYSIS; REAL-TIME APPLICATION; SMALL GROUPS; USER-CENTRIC;

EID: 77956753635     PISSN: 15209210     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMM.2010.2052592     Document Type: Article
Times cited : (89)

References (65)
  • 3
    • 84866482768 scopus 로고    scopus 로고
    • Demixing commercial music productions via human-assisted time-frequency masking
    • Paris, France
    • M. Vinyes, J. Bonada, and A. Loscos, "Demixing commercial music productions via human-assisted time-frequency masking," in Proc. 120th AES Conv., Paris, France, 2006.
    • (2006) Proc. 120th AES Conv.
    • Vinyes, M.1    Bonada, J.2    Loscos, A.3
  • 6
    • 61549132763 scopus 로고    scopus 로고
    • Social signal processing: Survey of an emerging domain
    • A. Vinciarelli, M. Pantic, and H. Bourlard, "Social signal processing: Survey of an emerging domain," Image Vis. Comput., vol.27, no.12, pp. 1743-1759, 2009.
    • (2009) Image Vis. Comput. , vol.27 , Issue.12 , pp. 1743-1759
    • Vinciarelli, A.1    Pantic, M.2    Bourlard, H.3
  • 7
    • 85032751030 scopus 로고    scopus 로고
    • Social signal processing
    • Jul.
    • A. Pentland, "Social signal processing," IEEE Signal Process. Mag., vol.24, no.4, pp. 108-111, Jul. 2007.
    • (2007) IEEE Signal Process. Mag. , vol.24 , Issue.4 , pp. 108-111
    • Pentland, A.1
  • 9
    • 0242676111 scopus 로고    scopus 로고
    • Towards computer understanding of human interactions
    • E. Aarts, R. Collier, E. van Loenen, and B. de Ruyter, Eds. Heidelberg, Germany: Springer-Verlag
    • I. McCowan, D. Gatica-Perez, S. Bengio, D. Moore, and H. Bourlard, "Towards computer understanding of human interactions," in Ambient Intelligence, E. Aarts, R. Collier, E. van Loenen, and B. de Ruyter, Eds. Heidelberg, Germany: Springer-Verlag, 2004, pp. 235-251.
    • (2004) Ambient Intelligence , pp. 235-251
    • McCowan, I.1    Gatica-Perez, D.2    Bengio, S.3    Moore, D.4    Bourlard, H.5
  • 10
    • 70349297103 scopus 로고    scopus 로고
    • Automatic nonverbal analysis of social interaction in small groups: A review
    • Nov.
    • D. Gatica-Perez, "Automatic nonverbal analysis of social interaction in small groups: A review," Image Vis. Comput., vol.27, no.12, pp. 1775-1787, Nov. 2009.
    • (2009) Image Vis. Comput. , vol.27 , Issue.12 , pp. 1775-1787
    • Gatica-Perez, D.1
  • 15
    • 33846785332 scopus 로고    scopus 로고
    • Modeling and evaluating empathy in embodied companion agents
    • S. W. McQuiggan and J. C. Lester, "Modeling and evaluating empathy in embodied companion agents," Int. J. Human-Computer Stud., vol.65, no.4, pp. 348-360, 2007.
    • (2007) Int. J. Human-Computer Stud. , vol.65 , Issue.4 , pp. 348-360
    • McQuiggan, S.W.1    Lester, J.C.2
  • 17
    • 0037872006 scopus 로고    scopus 로고
    • Recognizing emotion from dance movement: Comparison of spectator recognition and automated techniques
    • Jul., Elsevier Science
    • A. Camurri, I. Lagerlöf, and G. Volpe, "Recognizing emotion from dance movement: Comparison of spectator recognition and automated techniques," Int. J. Human-Computer Stud., vol.59, pp. 213-225, Jul. 2003, Elsevier Science.
    • (2003) Int. J. Human-Computer Stud. , vol.59 , pp. 213-225
    • Camurri, A.1    Lagerlöf, I.2    Volpe, G.3
  • 19
    • 14844365665 scopus 로고    scopus 로고
    • Communicating expressiveness and affect in multimodal interactive systems
    • Jan.-Mar.
    • A. Camurri, G. Volpe, G. De Poli, and M. Leman, "Communicating expressiveness and affect in multimodal interactive systems," IEEE Multimedia Mag., vol.12, no.1, pp. 43-53, Jan.-Mar. 2005.
    • (2005) IEEE Multimedia Mag. , vol.12 , Issue.1 , pp. 43-53
    • Camurri, A.1    Volpe, G.2    De Poli, G.3    Leman, M.4
  • 20
    • 33646817105 scopus 로고    scopus 로고
    • Gesture-based affective computing on motion capture data. Lecture notes in computer science
    • Affective Computing and Intelligent Interaction,Heidelberg, Germany: Springer-Verlag
    • A. Kapur, A. Kapur, N. Virji-Babul, G. Tzanetakis, and P. F. Driessen, "Gesture-based affective computing on motion capture data. Lecture notes in computer science," in Affective Computing and Intelligent Interaction. Heidelberg, Germany: Springer-Verlag, 2005, vol.3784, LNCS.
    • (2005) LNCS , vol.3784
    • Kapur, A.1    Kapur, A.2    Virji-Babul, N.3    Tzanetakis, G.4    Driessen, P.F.5
  • 23
    • 0037380084 scopus 로고    scopus 로고
    • Emotional speech: Towards a newgeneration of databases
    • E. Douglas-Cowie, N. Campbell, R. Cowie, and P. Roach, "Emotional speech: Towards a newgeneration of databases," Speech Commun., vol.40, no.1-2, pp. 33-60, 2003.
    • (2003) Speech Commun. , vol.40 , Issue.1-2 , pp. 33-60
    • Douglas-Cowie, E.1    Campbell, N.2    Cowie, R.3    Roach, P.4
  • 24
    • 0008003141 scopus 로고    scopus 로고
    • KANSEI as the third target of information processing and related topics in Japan
    • S. Hashimoto, "KANSEI as the third target of information processing and related topics in Japan," in Proc. Int.Workshop KANSEI: The Technology of Emotion, 1997, pp. 101-104.
    • (1997) Proc. Int.Workshop KANSEI: The Technology of Emotion , pp. 101-104
    • Hashimoto, S.1
  • 25
    • 4644280844 scopus 로고
    • A circumplex model of affect
    • J. A. Russel, "A circumplex model of affect," J. Personal. Soc. Psychol., vol.39, pp. 1161-1178, 1980.
    • (1980) J. Personal. Soc. Psychol. , vol.39 , pp. 1161-1178
    • Russel, J.A.1
  • 26
    • 0000779360 scopus 로고
    • Detecting strange attractors in turbolence
    • D. Rand and L.-S. Young, Eds. Heidelberg, Germany: Springer-Verlag, LNM
    • F. Takens, "Detecting strange attractors in turbolence," in Dynamical Systems and Turbulence, D. Rand and L.-S. Young, Eds. Heidelberg, Germany: Springer-Verlag, 1981, vol.898, LNM, pp. 366-381.
    • (1981) Dynamical Systems and Turbulence , vol.898 , pp. 366-381
    • Takens, F.1
  • 27
    • 0001778461 scopus 로고    scopus 로고
    • Dynamics from multivariate time series
    • L. Cao, A. Mees, and K. Judd, "Dynamics from multivariate time series," Physica D, vol.121, pp. 75-88, 1998.
    • (1998) Physica D , vol.121 , pp. 75-88
    • Cao, L.1    Mees, A.2    Judd, K.3
  • 30
    • 23444448429 scopus 로고    scopus 로고
    • Detection of synchronisation for non-phase coherent and non-stationarity data
    • M. C. Romano, M. Thiel, J. Kurths, I. Z. Kiss, and J. L. Hudson, "Detection of synchronisation for non-phase coherent and non-stationarity data," Europhys. Lett., vol.71, no.3, pp. 466-472, 2005.
    • (2005) Europhys. Lett. , vol.71 , Issue.3 , pp. 466-472
    • Romano, M.C.1    Thiel, M.2    Kurths, J.3    Kiss, I.Z.4    Hudson, J.L.5
  • 32
    • 33846338227 scopus 로고    scopus 로고
    • Recurrence plots for the analysis of complex systems
    • N. Marwan, M. C. Romano, M. Thiel, and J. Kurths, "Recurrence plots for the analysis of complex systems," Phys. Rep., vol.438, no.237-329, 2007.
    • (2007) Phys. Rep. , vol.438 , Issue.237-329
    • Marwan, N.1    Romano, M.C.2    Thiel, M.3    Kurths, J.4
  • 35
    • 17644425756 scopus 로고    scopus 로고
    • Perceptions of power and interactional dominance in interpersonal relationships
    • N. E. Dunbar and J. Burgoon, "Perceptions of power and interactional dominance in interpersonal relationships," J. Social Person. Relationships, vol.22, no.2, pp. 207-233, 2005.
    • (2005) J. Social Person. Relationships , vol.22 , Issue.2 , pp. 207-233
    • Dunbar, N.E.1    Burgoon, J.2
  • 37
    • 0345547461 scopus 로고    scopus 로고
    • Dominance as expressed and inferred through speaking time: A meta-analysis
    • Jul.
    • M. Schmid Mast, "Dominance as expressed and inferred through speaking time: A meta-analysis," Human Commun. Res., vol.28, no.3, pp. 420-450, Jul. 2002.
    • (2002) Human Commun. Res. , vol.28 , Issue.3 , pp. 420-450
    • Schmid Mast, M.1
  • 40
    • 0346401452 scopus 로고    scopus 로고
    • A robust method for detecting interdependencies: Application to intracranially recorded EEG
    • P. Arnhold, J. Grassberger, K. Lehnertz, and C. E. Elger, "A robust method for detecting interdependencies: Application to intracranially recorded EEG," Physica D, vol.134, no.4, pp. 419-430, 1999.
    • (1999) Physica D , vol.134 , Issue.4 , pp. 419-430
    • Arnhold, P.1    Grassberger, J.2    Lehnertz, K.3    Elger, C.E.4
  • 41
    • 0035475704 scopus 로고    scopus 로고
    • Detecting direction of coupling in interacting oscillators
    • 045202
    • M. G. Rosenblum and A. S. Pikovsky, "Detecting direction of coupling in interacting oscillators," Phys. Rev. E, vol.64, no.045202, pp. 1-4, 2001.
    • (2001) Phys. Rev. e , vol.64 , pp. 1-4
    • Rosenblum, M.G.1    Pikovsky, A.S.2
  • 42
    • 85036425679 scopus 로고    scopus 로고
    • Event synchronisation: A simple and fast method to measure synchronicity and time delay patterns
    • 041904
    • R. Quian Quiroga, T. Kreuz, and P. Grassberger, "Event synchronisation: A simple and fast method to measure synchronicity and time delay patterns," Phys. Rev. E, vol.66, no.041904, pp. 1-9, 2002.
    • (2002) Phys. Rev. e , vol.66 , pp. 1-9
    • Quian Quiroga, R.1    Kreuz, T.2    Grassberger, P.3
  • 43
    • 56649124649 scopus 로고    scopus 로고
    • Emotion recognition based on physiological changes in listening music
    • Dec.
    • J. Kim and E. André, "Emotion recognition based on physiological changes in listening music," IEEE Trans. Pattern Anal. Mach. Intell., vol.30, no.12, pp. 2067-2083, Dec. 2008.
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell. , vol.30 , Issue.12 , pp. 2067-2083
    • Kim, J.1    André, E.2
  • 44
    • 79958750096 scopus 로고    scopus 로고
    • An exploratory study of musical emotions and psychophysiology
    • C. L. Krumhansl, "An exploratory study of musical emotions and psychophysiology," Can. J. Experiment. Psychol., vol.51, pp. 336-352, 1997.
    • (1997) Can. J. Experiment. Psychol. , vol.51 , pp. 336-352
    • Krumhansl, C.L.1
  • 45
    • 77956301077 scopus 로고    scopus 로고
    • Pattern recognition of emotional states during musical performance from physiological signal
    • Montreal, QC, Canada, Aug.
    • J. Jaimovich and R. B. Knapp, "Pattern recognition of emotional states during musical performance from physiological signal," in Proc. 2009 Int. Computer Music Conf., Montreal, QC, Canada, Aug. 2009, pp. 461-464.
    • (2009) Proc. 2009 Int. Computer Music Conf. , pp. 461-464
    • Jaimovich, J.1    Knapp, R.B.2
  • 47
    • 25844469428 scopus 로고    scopus 로고
    • Phase synchrony analysis of EEG during music perception reveals changes in functional connectivity due to musical expertise
    • J. Bhattacharya and H. Petsche, "Phase synchrony analysis of EEG during music perception reveals changes in functional connectivity due to musical expertise," Signal Process., vol.85, no.11, pp. 2161-2177, 2005.
    • (2005) Signal Process , vol.85 , Issue.11 , pp. 2161-2177
    • Bhattacharya, J.1    Petsche, H.2
  • 49
    • 0000043836 scopus 로고    scopus 로고
    • Synchronization in a population of globally coupled chaotic oscillators
    • A. Pikovsky, M. G. Rosenblum, and J. Kurths, "Synchronization in a population of globally coupled chaotic oscillators," Europhys. Lett., vol.34, no.3, pp. 165-170, 1996.
    • (1996) Europhys. Lett. , vol.34 , Issue.3 , pp. 165-170
    • Pikovsky, A.1    Rosenblum, M.G.2    Kurths, J.3
  • 51
    • 34250306817 scopus 로고    scopus 로고
    • The art of conversation is coordination: Common ground and the coupling of eye movements during dialogue
    • D. C. Richardson, R. Dale, and N. Z. Kirkham, "The art of conversation is coordination: Common ground and the coupling of eye movements during dialogue," Psych. Sci., vol.18, no.5, pp. 407-413, 2007.
    • (2007) Psych. Sci. , vol.18 , Issue.5 , pp. 407-413
    • Richardson, D.C.1    Dale, R.2    Kirkham, N.Z.3
  • 52
    • 69249213480 scopus 로고    scopus 로고
    • Self-organizing sync in a robotic swarm: A dynamical system view
    • Aug.
    • V. Trianni and S. Nolfi, "Self-organizing sync in a robotic swarm: A dynamical system view," IEEE Trans. Evol. Comput., vol.13, no.4, pp. 722-741, Aug. 2009.
    • (2009) IEEE Trans. Evol. Comput. , vol.13 , Issue.4 , pp. 722-741
    • Trianni, V.1    Nolfi, S.2
  • 53
    • 39749150463 scopus 로고    scopus 로고
    • Listeners' emotional engagement with performances of a skriabin étude: An explorative case study
    • R. Timmers, M. Marolt, A. Camurri, and G. Volpe, "Listeners' emotional engagement with performances of a skriabin étude: An explorative case study," Psychol. Music, vol.34, no.4, pp. 481-510, 2006.
    • (2006) Psychol. Music , vol.34 , Issue.4 , pp. 481-510
    • Timmers, R.1    Marolt, M.2    Camurri, A.3    Volpe, G.4
  • 54
    • 57049146237 scopus 로고    scopus 로고
    • Automated analysis of body movement in emotionally expressive piano performances
    • G. Castellano, A. Mortillaro, M. Camurri, K. Scherer, and G. Volpe, "Automated analysis of body movement in emotionally expressive piano performances," Music Percep., vol.26, no.2, pp. 103-119, 2008.
    • (2008) Music Percep. , vol.26 , Issue.2 , pp. 103-119
    • Castellano, G.1    Mortillaro, A.2    Camurri, M.3    Scherer, K.4    Volpe, G.5
  • 55
    • 34250693219 scopus 로고
    • What type of information is conveyed in the body movements of solo musician performer?
    • J. W. Davidson, "What type of information is conveyed in the body movements of solo musician performer?," J. Human Move. Stud., vol.6, pp. 279-301, 1994.
    • (1994) J. Human Move. Stud. , vol.6 , pp. 279-301
    • Davidson, J.W.1
  • 56
    • 0037071093 scopus 로고    scopus 로고
    • Recurrence quantification based on Lyapunov exponents for monitoring divergence in experimental data
    • J. P. Zbilut, J.-M. Zaldivar-Comenges, and F. Strozzi, "Recurrence quantification based on Lyapunov exponents for monitoring divergence in experimental data," Phys. Lett. A, vol.297, no.3-4, pp. 173-181, 2002.
    • (2002) Phys. Lett. A , vol.297 , Issue.3-4 , pp. 173-181
    • Zbilut, J.P.1    Zaldivar-Comenges, J.-M.2    Strozzi, F.3
  • 57
    • 33748308759 scopus 로고    scopus 로고
    • Twin surrogates to test for complex synchronisation
    • M. Thiel, M. C. Romano, J. Kurths, M. Rolfs, and R. Kliegl, "Twin surrogates to test for complex synchronisation," Europhys. Lett., vol.75, no.4, pp. 535-541, 2006.
    • (2006) Europhys. Lett. , vol.75 , Issue.4 , pp. 535-541
    • Thiel, M.1    Romano, M.C.2    Kurths, J.3    Rolfs, M.4    Kliegl, R.5
  • 59
    • 0004228399 scopus 로고
    • London U.K.: Macdonald & Evans
    • R. Laban and F. C. Lawrence, Effort. London, U.K.: Macdonald & Evans, 1947.
    • (1947) Effort
    • Laban, R.1    Lawrence, F.C.2
  • 60
    • 0000388268 scopus 로고
    • The contribution of general features of body movement to the attribution of emotions
    • M. De Meijer, "The contribution of general features of body movement to the attribution of emotions," J. Nonverb. Behav., vol.13, pp. 247-268, 1989.
    • (1989) J. Nonverb. Behav. , vol.13 , pp. 247-268
    • De Meijer, M.1
  • 61
    • 0032151787 scopus 로고    scopus 로고
    • Children's decoding of emotion in expressive body movement: The development of cue attunement
    • R. T. Boone and J. G. Cunningham, "Children's decoding of emotion in expressive body movement: The development of cue attunement," Development. Psychol., vol.34, pp. 1007-1016, 1998.
    • (1998) Development. Psychol. , vol.34 , pp. 1007-1016
    • Boone, R.T.1    Cunningham, J.G.2
  • 62
    • 0032357867 scopus 로고    scopus 로고
    • Bodily expression of emotion
    • H. G. Wallbott, "Bodily expression of emotion," Eur. J. Social Psych., vol.28, pp. 879-896, 1998.
    • (1998) Eur. J. Social Psych. , vol.28 , pp. 879-896
    • Wallbott, H.G.1
  • 63
    • 0002825820 scopus 로고    scopus 로고
    • Automatic extraction of tempo and beat from expressive performances
    • S. Dixon, "Automatic extraction of tempo and beat from expressive performances," J. New Music Res., vol.30, no.2, pp. 39-58, 2001.
    • (2001) J. New Music Res. , vol.30 , Issue.2 , pp. 39-58
    • Dixon, S.1


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