메뉴 건너뛰기




Volumn 49, Issue 2, 2010, Pages 277-297

Multimodal information fusion application to human emotion recognition from face and speech

Author keywords

Human computer interaction; Multimodal emotion recognition; Multimodal feature extraction; Multimodal information fusion

Indexed keywords

EMOTION RECOGNITION; MULTI-MODAL; MULTIMODAL FEATURES; MULTIMODAL INFORMATION FUSION;

EID: 77954762563     PISSN: 13807501     EISSN: 15737721     Source Type: Journal    
DOI: 10.1007/s11042-009-0344-2     Document Type: Article
Times cited : (121)

References (35)
  • 1
    • 0018535728 scopus 로고
    • Emotion recognition: The role of facial movement and the relative importance of upper and lower areas of the face
    • Bassili JN (1979) Emotion recognition: the role of facial movement and the relative importance of upper and lower areas of the face. J Pers Soc Psychol 37 (11) :2049-2058
    • (1979) J. Pers Soc. Psychol. , vol.37 , Issue.11 , pp. 2049-2058
    • Bassili, J.N.1
  • 2
    • 0031249873 scopus 로고    scopus 로고
    • Recognizing facial expressions in image sequences using local parameterized models of image motion
    • Black MJ, Yacoob Y (1997) Recognizing facial expressions in image sequences using local parameterized models of image motion. Int J Comput Vis 25:23-48
    • (1997) Int. J. Comput Vis. , vol.25 , pp. 23-48
    • Black, M.J.1    Yacoob, Y.2
  • 5
    • 42949107237 scopus 로고    scopus 로고
    • Interrelation between speech and facial gestures in emotional utterances: A single subject study
    • Busso C, Narayanan SS (2007) Interrelation between speech and facial gestures in emotional utterances: a single subject study. IEEE Trans Audio Speech Lang Process 15:2331-2347
    • (2007) IEEE Trans Audio Speech Lang Process , vol.15 , pp. 2331-2347
    • Busso, C.1    Narayanan, S.S.2
  • 6
    • 52049124063 scopus 로고    scopus 로고
    • Emotion recognition through multiple modalities: Face, body gesture, speech
    • Beale R ed, Springer, New York
    • Castellano G, Kessous L, Caridakis G (2008) Emotion recognition through multiple modalities: face, body gesture, speech. In: Beale R (ed) Affect and emotion in human-computer interaction, vol 4868. Springer, New York
    • (2008) Affect and Emotion in Human-computer Interaction , vol.4868
    • Castellano, G.1    Kessous, L.2    Caridakis, G.3
  • 9
    • 0034270644 scopus 로고    scopus 로고
    • Audio-visual speech modeling for continuous speech recognition
    • Dupont S, Luettin J (2000) Audio-visual speech modeling for continuous speech recognition. IEEE Trans Multimedia 2 (3) :141-151
    • (2000) IEEE Trans Multimedia , vol.2 , Issue.3 , pp. 141-151
    • Dupont, S.1    Luettin, J.2
  • 10
    • 0027588084 scopus 로고
    • Facial expression and emotion
    • Ekman P (1993) Facial expression and emotion. Am Psychol 48:384-392
    • (1993) Am. Psychol. , vol.48 , pp. 384-392
    • Ekman, P.1
  • 13
    • 21544458365 scopus 로고    scopus 로고
    • Emotion recognition in human-computer interaction
    • Fragopanagos N, Taylor JG (2005) Emotion recognition in human-computer interaction. Neural Netw 18:389-405
    • (2005) Neural Netw , vol.18 , pp. 389-405
    • Fragopanagos, N.1    Taylor, J.G.2
  • 14
    • 70349420759 scopus 로고    scopus 로고
    • From the lab to the real world: Affect recognition using multiple cues and modalities
    • Or J ed, In Tech Education and Publishing, Vienna
    • Gunes H, Piccardi M, Pantic M (2008) From the lab to the real world: affect recognition using multiple cues and modalities. In: Or J (ed) Affective computing: focus on emotion expression. In Tech Education and Publishing, Vienna, pp 185-218
    • (2008) Affective Computing: Focus on Emotion Expression , pp. 185-218
    • Gunes, H.1    Piccardi, M.2    Pantic, M.3
  • 15
    • 0032179948 scopus 로고    scopus 로고
    • Efficient region tracking with parametric models of geometry and illumination
    • Hager GD, Belhumeur PN (1998) Efficient region tracking with parametric models of geometry and illumination. PAMI 20:1025-1039
    • (1998) PAMI , vol.20 , pp. 1025-1039
    • Hager, G.D.1    Belhumeur, P.N.2
  • 17
    • 0032654452 scopus 로고    scopus 로고
    • Classification of hyperdimensional data based on feature and decision fusion approaches using projection pursuit, majority voting, and neural networks
    • Jimenez LO, Morales-Morell A, Creus A (1999) Classification of hyperdimensional data based on feature and decision fusion approaches using projection pursuit, majority voting, and neural networks. IEEE Trans Geosci Remote Sens 37 (3 Part 1) :1360-1366
    • (1999) IEEE Trans Geosci Remote Sens , vol.37 , Issue.1-3 , pp. 1360-1366
    • Jimenez, L.O.1    Morales-Morell, A.2    Creus, A.3
  • 18
    • 17044405923 scopus 로고    scopus 로고
    • Toward integrating feature selection algorithms for classification and clustering
    • Liu H, Yu L (2005) Toward integrating feature selection algorithms for classification and clustering. IEEE Trans Knowl Data Eng 17 (4) :491-502
    • (2005) IEEE Trans Knowl Data Eng , vol.17 , Issue.4 , pp. 491-502
    • Liu, H.1    Yu, L.2
  • 19
    • 57549115990 scopus 로고    scopus 로고
    • Bimodal person-dependent emotion recognition: Comparison of feature level and decision level information fusion
    • Mansoorizadeh M, Moghaddam Charkari N (2008) Bimodal person-dependent emotion recognition: comparison of feature level and decision level information fusion. In: HCI/HRI workshop, PETRA'08
    • (2008) HCI/HRI Workshop, PETRA'08
    • Mansoorizadeh, M.1    Charkari, N.M.2
  • 22
    • 0001185920 scopus 로고
    • Communication without words
    • Mehrabian A (1968) Communication without words. Psychol Today 2:53-56
    • (1968) Psychol. Today , vol.2 , pp. 53-56
    • Mehrabian, A.1
  • 24
    • 0034498178 scopus 로고    scopus 로고
    • Automatic analysis of facial expressions: The state of the art
    • Pantic M, Rothkrantz LJM (2000) Automatic analysis of facial expressions: the state of the art. PAMI 22:124-1445
    • (2000) PAMI , vol.22 , pp. 124-1445
    • Pantic, M.1    Rothkrantz, L.J.M.2
  • 25
    • 0038548330 scopus 로고    scopus 로고
    • The production and recognition of emotions in speech: Features and algorithms
    • Pierre-Yves O (2003) The production and recognition of emotions in speech: features and algorithms. Int J Human-Comput Stud 59 (1-2) :157-183
    • (2003) Int. J. Human-Comput Stud , vol.59 , Issue.1-2 , pp. 157-183
    • Pierre-Yves, O.1
  • 26
    • 0038343934 scopus 로고    scopus 로고
    • Information fusion in biometrics
    • Ross A, Jain A (2003) Information fusion in biometrics. Pattern Recogn Lett 24 (13) :2115-2125
    • (2003) Pattern Recogn Lett. , vol.24 , Issue.13 , pp. 2115-2125
    • Ross, A.1    Jain, A.2
  • 27
    • 27844565238 scopus 로고    scopus 로고
    • Event detection in field sports video using audio-visual features and a support vector machine
    • Sadlier DA, O'Connor NE (2005) Event detection in field sports video using audio-visual features and a support vector machine. IEEE Trans Circuits Syst Video Technol 15 (10) :1225-1233
    • (2005) IEEE Trans Circuits Syst Video Technol. , vol.15 , Issue.10 , pp. 1225-1233
    • Sadlier, D.A.1    O'Connor, N.E.2
  • 28
    • 0032097277 scopus 로고    scopus 로고
    • A novel method for automatic face segmentation, facial feature extraction and tracking
    • Sobottka K, Pitas I (1998) A novel method for automatic face segmentation, facial feature extraction and tracking. Signal Process Image Commun 12:263-281
    • (1998) Signal Process Image Commun. , vol.12 , pp. 263-281
    • Sobottka, K.1    Pitas, I.2
  • 29
    • 44649157612 scopus 로고
    • A robust multimodal approach for emotion recognition
    • Song M, You M, Li N, Chen C (1920) A robust multimodal approach for emotion recognition. Neurocomputing 71:1913-2008
    • (1920) Neurocomputing , vol.71 , pp. 1913-2008
    • Song, M.1    You, M.2    Li, N.3    Chen, C.4
  • 33
    • 0037410689 scopus 로고    scopus 로고
    • Feature fusion: Parallel strategy vs. rial strategy
    • Yang J, Yang J-y, Zhang D, Lu J-f (2003) Feature fusion: parallel strategy vs. rial strategy. Pattern Recogn 36 (6) :1369-1381
    • (2003) Pattern Recogn , vol.36 , Issue.6 , pp. 1369-1381
    • Yang, J.1    Yang, J.-Y.2    Zhang, D.3    Lu, J.-F.4
  • 34
    • 57149144228 scopus 로고    scopus 로고
    • A survey of affect recognition methods: Audio, visual, and spontaneous expressions
    • Zeng Z, Pantic M, Roisman GI, Huang TS (2009) A survey of affect recognition methods: audio, visual, and spontaneous expressions. PAMI 31:39-58
    • (2009) PAMI , vol.31 , pp. 39-58
    • Zeng, Z.1    Pantic, M.2    Roisman, G.I.3    Huang, T.S.4
  • 35
    • 1842812878 scopus 로고    scopus 로고
    • Projection functions for eye detection
    • Zhou ZH, Geng X (2004) Projection functions for eye detection. Pattern Recogn 37:1049-1056
    • (2004) Pattern Recogn , vol.37 , pp. 1049-1056
    • Zhou, Z.H.1    Geng, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.