메뉴 건너뛰기




Volumn , Issue , 2010, Pages 398-423

Multimodal emotion recognition

Author keywords

[No Author keywords available]

Indexed keywords


EID: 84896883129     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.4018/978-1-61520-919-4.ch017     Document Type: Chapter
Times cited : (175)

References (101)
  • 1
    • 31744447909 scopus 로고    scopus 로고
    • A real-time automated system for recognition of human facial expressions
    • doi:10.1109/TSMCB.2005.854502
    • Anderson, K., & McOwan, P. W. (2006). A Real-Time Automated System for Recognition of Human Facial Expressions. IEEE Trans. Systems, Man, and Cybernetics Part B, 36(1), 96-105. doi:10.1109/TSMCB.2005.854502
    • (2006) IEEE Trans. Systems, Man, and Cybernetics Part B , vol.36 , Issue.1 , pp. 96-105
    • Anderson, K.1    McOwan, P.W.2
  • 3
    • 21544466181 scopus 로고    scopus 로고
    • Asr for emotional speech: Clarifying the issues and enhancing performance
    • doi:10.1016/j.neunet.2005.03.008
    • Athanaselis, T., Bakamidis, S., Dologlou, I., Cowie, R., Douglas-Cowie, E., & Cox, C. (2005). ASR for Emotional Speech: Clarifying the Issues and Enhancing Performance. Neural Networks, 18, 437-444. doi:10.1016/j.neunet.2005.03.008
    • (2005) Neural Networks , vol.18 , pp. 437-444
    • Athanaselis, T.1    Bakamidis, S.2    Dologlou, I.3    Cowie, R.4    Douglas-Cowie, E.5    Cox, C.6
  • 7
    • 85028812147 scopus 로고    scopus 로고
    • You stupid tin box- children interacting with the aibo robot: A cross-linguistic emotional speech
    • Batliner, A., et al. (2004). You Stupid Tin Box- Children Interacting with the AIBO Robot: A Cross-Linguistic Emotional Speech. Proc. Fourth Int'l Conf. Language Resources and Evaluation.
    • (2004) Proc. Fourth Int'l Conf. Language Resources and Evaluation
    • Batliner, A.1
  • 8
    • 0037383512 scopus 로고    scopus 로고
    • How to find trouble in communication
    • doi:10.1016/S0167-6393(02)00079-1
    • Batliner, A., Fischer, K., Hubera, R., Spilkera, J., & Noth, E. (2003). How to Find Trouble in Communication. Speech Communication, 40, 117-143. doi:10.1016/S0167-6393(02)00079-1
    • (2003) Speech Communication , vol.40 , pp. 117-143
    • Batliner, A.1    Fischer, K.2    Hubera, R.3    Spilkera, J.4    Noth, E.5
  • 10
    • 33847335532 scopus 로고    scopus 로고
    • Emotions in speech - Experiments with prosody and quality features in speech for use in categorical and dimensional emotion recognition environments
    • Borchert, M., & Düsterhöft, A. (2005). Emotions in Speech - Experiments with Prosody and Quality Features in Speech for Use in Categorical and Dimensional Emotion Recognition Environments. Proc. IEEE Int'l Conf. on Natural Language Processing and Knowledge Engineering (pp. 147-151).
    • (2005) Proc. IEEE Int'l Conf. on Natural Language Processing and Knowledge Engineering , pp. 147-151
    • Borchert, M.1    Düsterhöft, A.2
  • 12
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • doi:10.1023/A:1009715923555
    • Burges, C. J. C. (1998). A Tutorial on Support Vector Machines for Pattern Recognition. Data Mining and Knowledge Discovery, 2, 121-167. doi:10.1023/A:1009715923555
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 121-167
    • Burges, C.J.C.1
  • 15
    • 42949107237 scopus 로고    scopus 로고
    • Interrelation between speech and facial gestures in emotional utterances: A single subject study
    • doi:10.1109/TASL.2007.905145
    • Busso, C., & Narayanan, S. S. (2007). Interrelation between Speech and Facial Gestures in Emotional Utterances: A Single Subject Study. IEEE Trans. on Audio, Speech, and Language Processing, 15(8), 2331-2347. doi:10.1109/TASL.2007.905145
    • (2007) IEEE Trans. on Audio, Speech, and Language Processing , vol.15 , Issue.8 , pp. 2331-2347
    • Busso, C.1    Narayanan, S.S.2
  • 16
    • 0031233424 scopus 로고    scopus 로고
    • Speaker recognition: A tutorial
    • doi:10.1109/5.628714
    • Campbell, J. (1997). Speaker Recognition: A Tutorial. Proceedings of the IEEE, 85(9), 1437-1462. doi:10.1109/5.628714
    • (1997) Proceedings of the IEEE , vol.85 , Issue.9 , pp. 1437-1462
    • Campbell, J.1
  • 18
    • 33744985567 scopus 로고    scopus 로고
    • Manifold based analysis of facial expression
    • doi:10.1016/j.imavis.2005.08.006
    • Chang, Y., Hu, C., Feris, R., & Turk, M. (2006). Manifold Based Analysis of Facial Expression. J. Image and Vision Computing, 24(6), 605-614. doi:10.1016/j.imavis.2005.08.006
    • (2006) J. Image and Vision Computing , vol.24 , Issue.6 , pp. 605-614
    • Chang, Y.1    Hu, C.2    Feris, R.3    Turk, M.4
  • 23
    • 0141860866 scopus 로고    scopus 로고
    • Facial expression recognition from video sequences: Temporal and static modeling
    • doi:10.1016/S1077-3142(03)00081X
    • Cohen, L., Sebe, N., Garg, A., Chen, L., & Huang, T. (2003). Facial Expression Recognition from Video Sequences: Temporal and Static Modeling. Computer Vision and Image Understanding, 91(12), 160-187. doi:10.1016/S1077-3142(03)00081X
    • (2003) Computer Vision and Image Understanding , vol.91 , Issue.12 , pp. 160-187
    • Cohen, L.1    Sebe, N.2    Garg, A.3    Chen, L.4    Huang, T.5
  • 24
    • 34547158648 scopus 로고    scopus 로고
    • Foundations of human computing: Facial expression and emotion
    • Cohn, J. F. (2006). Foundations of Human Computing: Facial Expression and Emotion. Proc. Eighth ACM Int'l Conf. Multimodal Interfaces, (pp. 233-238).
    • (2006) Proc. Eighth ACM Int'l Conf. Multimodal Interfaces , pp. 233-238
    • Cohn, J.F.1
  • 27
    • 0002896902 scopus 로고    scopus 로고
    • Feeltrace: An instrument for recording perceived emotion in real time
    • Cowie, R., Douglas-Cowie, E., et al. (2000). Feeltrace: An Instrument for Recording Perceived Emotion in Real Time. Proc. ISCA Workshop Speech and Emotion (pp. 19-24).
    • (2000) Proc. ISCA Workshop Speech and Emotion , pp. 19-24
    • Cowie, R.1    Douglas-Cowie, E.2
  • 28
    • 21544457223 scopus 로고    scopus 로고
    • Beyond emotion archetypes: Databases for emotion modeling using neural networks
    • doi:10.1016/j.neunet.2005.03.002
    • Cowie, R., Douglas-Cowie, E., & Cox, C. (2005). Beyond Emotion Archetypes: Databases for Emotion Modeling Using Neural Networks. Neural Networks, 18, 371-388. doi:10.1016/j.neunet.2005.03.002
    • (2005) Neural Networks , vol.18 , pp. 371-388
    • Cowie, R.1    Douglas-Cowie, E.2    Cox, C.3
  • 30
    • 38749092393 scopus 로고    scopus 로고
    • Real-life emotions detection with lexical and paralinguistic cues on human-human call center dialogs
    • Devillers, L. & Vidrascu, L. (2006). Real-Life Emotions Detection with Lexical and Paralinguistic Cues on Human-Human Call Center Dialogs. Proc. Interspeech, 801-804.
    • (2006) Proc. Interspeech , pp. 801-804
    • Devillers, L.1    Vidrascu, L.2
  • 31
    • 0037380084 scopus 로고    scopus 로고
    • Emotional speech: Towards a new generation of database
    • doi:10.1016/S01676393(02)00070-5
    • Douglas-Cowie, E., Campbell, N., Cowie, R., & Roach, P. (2003). Emotional Speech: Towards a New Generation of Database. Speech Communication, 40(1/2), 33-60. doi:10.1016/S01676393(02)00070-5
    • (2003) Speech Communication , vol.40 , Issue.1-2 , pp. 33-60
    • Douglas-Cowie, E.1    Campbell, N.2    Cowie, R.3    Roach, P.4
  • 34
    • 0001053757 scopus 로고
    • Universal and cultural differences in facial expressions of emotion
    • Ekman, P. (1971). Universal and Cultural Differences in Facial Expressions of Emotion. Proc. Nebraska Symp. Motivation, 207-283.
    • (1971) Proc. Nebraska Symp. Motivation , pp. 207-283
    • Ekman, P.1
  • 35
    • 0028390852 scopus 로고
    • Strong evidence for universals in facial expressions: A reply to russell's mistaken critique
    • doi:10.1037/0033-2909.115.2.268
    • Ekman, P. (1994). Strong Evidence for Universals in Facial Expressions: A Reply to Russell's Mistaken Critique. Psychological Bulletin, 115(2), 268-287. doi:10.1037/0033-2909.115.2.268
    • (1994) Psychological Bulletin , vol.115 , Issue.2 , pp. 268-287
    • Ekman, P.1
  • 39
    • 21544458365 scopus 로고    scopus 로고
    • Emotion recognition in human-computer interaction
    • doi:10.1016/j.neunet.2005.03.006
    • Fragopanagos, F., & Taylor, J. G. (2005). Emotion Recognition in Human-Computer Interaction. Neural Networks, 18, 389-405. doi:10.1016/j.neunet.2005.03.006
    • (2005) Neural Networks , vol.18 , pp. 389-405
    • Fragopanagos, F.1    Taylor, J.G.2
  • 43
    • 34047197554 scopus 로고    scopus 로고
    • A bimodal face and body gesture database for automatic analysis of human nonverbal affective behavior
    • Gunes, H., & Piccardi, M. (2006). A Bimodal Face and Body Gesture Database for Automatic Analysis of Human Nonverbal Affective Behavior. Proc. 18th Int'l Conf. Pattern Recognition, 1, 1148-1153.
    • (2006) Proc. 18th Int'l Conf. Pattern Recognition , vol.1 , pp. 1148-1153
    • Gunes, H.1    Piccardi, M.2
  • 44
    • 20444407155 scopus 로고    scopus 로고
    • Learning from examples in the small sample case: Face expression recognition
    • doi:10.1109/TSMCB.2005.846658
    • Guo, G., & Dyer, C. R. (2005). Learning from Examples in the Small Sample Case: Face Expression Recognition. IEEE Trans. Systems, Man, and Cybernetics Part B, 35(3), 477-488. doi:10.1109/TSMCB.2005.846658
    • (2005) IEEE Trans. Systems, Man, and Cybernetics Part B , vol.35 , Issue.3 , pp. 477-488
    • Guo, G.1    Dyer, C.R.2
  • 45
    • 84900127992 scopus 로고    scopus 로고
    • Retrieved from
    • Hager, J. C. (2003). Date Face. Retrieved from http://face-and-emotion.com/dataface/general/homepage.jsp
    • (2003) Date Face
    • Hager, J.C.1
  • 50
    • 33847747430 scopus 로고    scopus 로고
    • Facial expression recognition in image sequences using geometric deformation features and support vector machines
    • doi:10.1109/TIP.2006.884954
    • Kotsia, I., & Pitas, I. (2007). Facial Expression Recognition in Image Sequences Using Geometric Deformation Features and Support Vector Machines. IEEE Transactions on Image Processing, 16(1), 172-187. doi:10.1109/TIP.2006.884954
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.1 , pp. 172-187
    • Kotsia, I.1    Pitas, I.2
  • 51
    • 14644439843 scopus 로고    scopus 로고
    • Toward detecting emotions in spoken dialogs
    • doi:10.1109/TSA.2004.838534
    • Lee, C. M., & Narayanan, S. S. (2005). Toward Detecting Emotions in Spoken Dialogs. IEEE Transactions on Speech and Audio Processing, 13(2), 293-303. doi:10.1109/TSA.2004.838534
    • (2005) IEEE Transactions on Speech and Audio Processing , vol.13 , Issue.2 , pp. 293-303
    • Lee, C.M.1    Narayanan, S.S.2
  • 54
  • 55
    • 67650690162 scopus 로고    scopus 로고
    • Investigating spontaneous facial action recognition through aam representations of the face
    • In Delac, K., & Grgic, M. (Eds.), New York, I-Tech Education and Publishing
    • Lucey, S., Ashraf, A. B., & Cohn, J. F. (2007). Investigating Spontaneous Facial Action Recognition through AAM Representations of the Face. In Delac, K., & Grgic, M. (Eds.), Face Recognition (pp. 275-286). New York: I-Tech Education and Publishing.
    • (2007) Face Recognition , pp. 275-286
    • Lucey, S.1    Ashraf, A.B.2    Cohn, J.F.3
  • 60
    • 0025459004 scopus 로고
    • What's basic about basic emotions?
    • doi:10.1037/0033-295X.97.3.315
    • Ortony, A., & Turner, T. J. (1990). What's Basic About Basic Emotions? Psychological Review, 97(3), 315-331. doi:10.1037/0033-295X.97.3.315
    • (1990) Psychological Review , vol.97 , Issue.3 , pp. 315-331
    • Ortony, A.1    Turner, T.J.2
  • 62
    • 57049108119 scopus 로고    scopus 로고
    • Machine analysis of facial expressions
    • In Delac, K., & Grgic, M. (Eds.), New York, I-Tech Education and Publishing
    • Pantic, M., & Bartlett, M. S. (2007). Machine Analysis of Facial Expressions. In Delac, K., & Grgic, M. (Eds.), Face Recognition (pp. 377-416). New York: I-Tech Education and Publishing.
    • (2007) Face Recognition , pp. 377-416
    • Pantic, M.1    Bartlett, M.S.2
  • 63
    • 33645009609 scopus 로고    scopus 로고
    • Dynamics of facial expression: Recognition of facial actions and their temporal segments form face profile image sequences
    • doi:10.1109/TSMCB.2005.859075
    • Pantic, M., & Patras, I. (2006). Dynamics of Facial Expression: Recognition of Facial Actions and Their Temporal Segments Form Face Profile Image Sequences. IEEE Trans. Systems, Man, and Cybernetics Part B, 36(2), 433-449. doi:10.1109/TSMCB.2005.859075
    • (2006) IEEE Trans. Systems, Man, and Cybernetics Part B , vol.36 , Issue.2 , pp. 433-449
    • Pantic, M.1    Patras, I.2
  • 64
    • 2942612281 scopus 로고    scopus 로고
    • Facial action recognition for facial expression analysis from static face images
    • doi:10.1109/TSMCB.2004.825931
    • Pantic, M., & Rothkrantz, L. J. M. (2004). Facial Action Recognition for Facial Expression Analysis from Static Face Images. IEEE Trans. Systems, Man, and Cybernetics Part B, 34(3), 1449-1461. doi:10.1109/TSMCB.2004.825931
    • (2004) IEEE Trans. Systems, Man, and Cybernetics Part B , vol.34 , Issue.3 , pp. 1449-1461
    • Pantic, M.1    Rothkrantz, L.J.M.2
  • 67
    • 4444284878 scopus 로고    scopus 로고
    • The emotional integration of childhood experience: Physiological, facial expressive, and self-reported emotional response during the adult attachment interview
    • doi:10.1037/00121649.40.5.776
    • Roisman, G. I., Tsai, J. L., & Chiang, K. S. (2004). The Emotional Integration of Childhood Experience: Physiological, Facial Expressive, and Self-Reported Emotional Response during the Adult Attachment Interview. Developmental Psychology, 40(5), 776-789. doi:10.1037/00121649.40.5.776
    • (2004) Developmental Psychology , vol.40 , Issue.5 , pp. 776-789
    • Roisman, G.I.1    Tsai, J.L.2    Chiang, K.S.3
  • 68
    • 0019738870 scopus 로고
    • Affective quality attributed to environments: A factor analytic study
    • doi:10.1177/0013916581133001
    • Russell, J., Ward, L., & Pratt, G. (1981). Affective Quality Attributed to Environments: A Factor Analytic Study. Environment and Behavior, 13(3), 259-288. doi:10.1177/0013916581133001
    • (1981) Environment and Behavior , vol.13 , Issue.3 , pp. 259-288
    • Russell, J.1    Ward, L.2    Pratt, G.3
  • 69
    • 27944495684 scopus 로고    scopus 로고
    • What are emotions? and how can they be measured? social sciences information
    • doi:10.1177/0539018405058216
    • Scherer, K. (2005). What are emotions? and how can they be measured? Social Sciences Information. Information Sur les Sciences Sociales, 44(4), 695-729. doi:10.1177/0539018405058216
    • (2005) Information Sur Les Sciences Sociales , vol.44 , Issue.4 , pp. 695-729
    • Scherer, K.1
  • 77
    • 27944506780 scopus 로고    scopus 로고
    • Systems Neurobiology Laboratory, Salk Institute for Biological Studies, La Jolla
    • Shlens, J. (2005). A Tutorial on Principal Component Analysis. Systems Neurobiology Laboratory, Salk Institute for Biological Studies, La Jolla.
    • (2005) A Tutorial on Principal Component Analysis
    • Shlens, J.1
  • 80
    • 0032626647 scopus 로고    scopus 로고
    • Explanation-based facial motion tracking using a piecewise bezier volume deformation mode
    • Tao, H., & Huang, T. S. (1999). Explanation-Based Facial Motion Tracking Using a Piecewise Bezier Volume Deformation Mode. Proc. IEEE Int'l Conf. Computer Vision and Pattern Recognition, 1, 611-617.
    • (1999) Proc. IEEE Int'l Conf. Computer Vision and Pattern Recognition , vol.1 , pp. 611-617
    • Tao, H.1    Huang, T.S.2
  • 81
    • 33646749463 scopus 로고    scopus 로고
    • Facial expression analysis
    • S.Z. Li and A.K. Jain (Eds.), New York, Springer
    • Tian, Y. L., Kanade, T., & Cohn, J. F. (2005). Facial Expression Analysis. S.Z. Li and A.K. Jain (Eds.). Handbook of Face Recognition (pp. 247-276). New York: Springer.
    • (2005) Handbook of Face Recognition , pp. 247-276
    • Tian, Y.L.1    Kanade, T.2    Cohn, J.F.3
  • 85
    • 33750733121 scopus 로고    scopus 로고
    • Emotional speech classification using gaussian mixture models
    • Ververidis, D., & Kotropoulos, C. (2005). Emotional speech classification using Gaussian mixture Models. Proc. ISCAS (pp. 2871-2874).
    • (2005) Proc. ISCAS , pp. 2871-2874
    • Ververidis, D.1    Kotropoulos, C.2
  • 90
    • 0003367662 scopus 로고
    • The dictionary of affect in language, emotion: Theory, research and experience
    • In Plutchik, R., & Kellerman, H. (Eds.), Vol, pp. 113-13). Academic Press
    • Whissell, C. M. (1989). The Dictionary of Affect in Language, Emotion: Theory, Research and Experience. In Plutchik, R., & Kellerman, H. (Eds.), The Measurement of Emotions (Vol. 4, pp. 113-13). Academic Press.
    • (1989) The Measurement of Emotions , vol.4
    • Whissell, C.M.1
  • 93
    • 0038788841 scopus 로고    scopus 로고
    • Robust full-motion recovery of head by dynamic templates and re-registration techniques
    • doi:10.1002/ima.10048
    • Xiao, J., Moriyama, T., Kanade, T., & Cohn, J. F. (2003). Robust Full-Motion Recovery of Head by Dynamic Templates and Re-Registration Techniques. International Journal of Imaging Systems and Technology, 13(1), 85-94. doi:10.1002/ima.10048
    • (2003) International Journal of Imaging Systems and Technology , vol.13 , Issue.1 , pp. 85-94
    • Xiao, J.1    Moriyama, T.2    Kanade, T.3    Cohn, J.F.4
  • 95
    • 0003483593 scopus 로고    scopus 로고
    • Cambridge University Engineering Department (CUED), UK. Online
    • Young, S., & Woodland, P. (2009). Hidden Markov Model Toolkit. Cambridge University Engineering Department (CUED), UK. Online: http://htk.eng.cam.ac.uk/.
    • (2009) Hidden Markov Model Toolkit
    • Young, S.1    Woodland, P.2
  • 96
  • 97
    • 49949108559 scopus 로고    scopus 로고
    • Audio-visual spontaneous emotion recognition
    • a, In Huang, T. S., Nijholt, A., Pantic, M., & Pentland, A. (Eds.), New York: Springer. doi:10.1007/978-3-54072348-6_4
    • Zeng, Z., Hu, Y., Roisman, G. I., Wen, Z., Fu, Y., & Huang, T. S. (2007a). Audio-Visual Spontaneous Emotion Recognition. In Huang, T. S., Nijholt, A., Pantic, M., & Pentland, A. (Eds.), Artificial Intelligence for Human Computing (pp. 72-90). New York: Springer. doi:10.1007/978-3-54072348-6_4
    • (2007) Artificial Intelligence for Human Computing , pp. 72-90
    • Zeng, Z.1    Hu, Y.2    Roisman, G.I.3    Wen, Z.4    Fu, Y.5    Huang, T.S.6
  • 101
    • 18144418947 scopus 로고    scopus 로고
    • Active and dynamic information fusion for facial expression understanding from image sequences
    • doi:10.1109/TPAMI.2005.93
    • Zhang, Y., & Ji, Q. (2005). Active and Dynamic Information Fusion for Facial Expression Understanding from Image Sequences. IEEE Transactions on Pattern Analysis and Machine Intelligence, 27(5), 699-714. doi:10.1109/TPAMI.2005.93
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.5 , pp. 699-714
    • Zhang, Y.1    Ji, Q.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.