메뉴 건너뛰기




Volumn 72, Issue 2, 2014, Pages 1257-1283

Hybrid video emotional tagging using users' EEG and video content

Author keywords

Decision level fusion; Dependent feature level fusion; Emotional tagging; Independent feature level fusion; Videos

Indexed keywords

BAYESIAN NETWORKS; SEMANTICS; VIDEO CAMERAS; VIDEO RECORDING;

EID: 84904856961     PISSN: 13807501     EISSN: 15737721     Source Type: Journal    
DOI: 10.1007/s11042-013-1450-8     Document Type: Article
Times cited : (51)

References (92)
  • 5
    • 47749155237 scopus 로고    scopus 로고
    • A novel probabilistic approach to modeling the pleasure-arousal-dominance content of the video based on working memory
    • Arifin S, Cheung PYK (2007) A novel probabilistic approach to modeling the pleasure-arousal-dominance content of the video based on working memory. In: International conference semantic computing, ICSC 2007. IEEE, pp 147-154
    • (2007) International Conference Semantic Computing, ICSC 2007. IEEE , pp. 147-154
    • Arifin, S.1    Pyk, C.2
  • 6
    • 37849044325 scopus 로고    scopus 로고
    • A computation method for video segmentation utilizing the pleasure-arousal-dominance emotional information
    • ACM New York, NY, USA 10.1145/1291233.1291251
    • Arifin S, Cheung PYK (2007) A computation method for video segmentation utilizing the pleasure-arousal-dominance emotional information. In: Proceedings of the 15th international conference on Multimedia, MULTIMEDIA '07. ACM, New York, NY, USA, pp 68-77
    • (2007) Proceedings of the 15th International Conference on Multimedia, MULTIMEDIA '07 , pp. 68-77
    • Arifin, S.1    Cheung, P.Y.K.2
  • 10
    • 70350132799 scopus 로고    scopus 로고
    • Emotion recognition from expressions in face, voice, and body: The multimodal emotion recognition test (mert)
    • 10.1037/a0017088
    • Bänziger T, Didier G, Scherer KR (2009) Emotion recognition from expressions in face, voice, and body: the multimodal emotion recognition test (mert). Emotion 9(5):691
    • (2009) Emotion , vol.9 , Issue.5 , pp. 691
    • Bänziger, T.1    Didier, G.2    Scherer, K.R.3
  • 12
    • 78650501440 scopus 로고    scopus 로고
    • Effect of experimental factors on the recognition of affective mental states through physiological measures
    • Nicholson A, Li X (eds) Springer Berlin Heidelberg
    • Calvo RA, Brown I, Scheding S (2009) Effect of experimental factors on the recognition of affective mental states through physiological measures. In: Nicholson A, Li X (eds) AI 2009: advances in artificial intelligence, vol 5866. Lecture notes in computer science. Springer Berlin Heidelberg, pp 62-70
    • (2009) AI 2009: Advances in Artificial Intelligence, Vol 5866. Lecture Notes in Computer Science , pp. 62-70
    • Calvo, R.A.1    Brown, I.2    Scheding, S.3
  • 13
    • 79953822842 scopus 로고    scopus 로고
    • Affect detection: An interdisciplinary review of models, methods, and their applications
    • 10.1109/T-AFFC.2010.1
    • Calvo RA, D'Mello S (2010) Affect detection: an interdisciplinary review of models, methods, and their applications. IEEE Trans Affect Comput 1(1):18-37
    • (2010) IEEE Trans Affect Comput , vol.1 , Issue.1 , pp. 18-37
    • Calvo, R.A.1    D'Mello, S.2
  • 15
    • 84875993671 scopus 로고    scopus 로고
    • Affective recommendation of movies based on selected connotative features
    • 10.1109/TCSVT.2012.2211935
    • Canini L, Benini S, Leonardi R (2013) Affective recommendation of movies based on selected connotative features. IEEE Trans Circuits Syst Video Technol 23(4):636-647
    • (2013) IEEE Trans Circuits Syst Video Technol , vol.23 , Issue.4 , pp. 636-647
    • Canini, L.1    Benini, S.2    Leonardi, R.3
  • 17
    • 56449106584 scopus 로고    scopus 로고
    • User and context adaptive neural networks for emotion recognition
    • 10.1016/j.neucom.2007.11.043
    • Caridakis G, Karpouzis K, Kollias S (2008) User and context adaptive neural networks for emotion recognition. Neurocomputing 71(13-15):2553-2562.
    • (2008) Neurocomputing , vol.71 , Issue.13-15 , pp. 2553-2562
    • Caridakis, G.1    Karpouzis, K.2    Kollias, S.3
  • 20
    • 33847302747 scopus 로고    scopus 로고
    • Multi-modal emotion recognition from speech and text
    • Chuang Z-J, Wu C-H (2004) Multi-modal emotion recognition from speech and text. Comput Linguist Chin Lang Process 9(2):45-62
    • (2004) Comput Linguist Chin Lang Process , vol.9 , Issue.2 , pp. 45-62
    • Chuang, Z.-J.1    Wu, C.-H.2
  • 21
    • 77954089820 scopus 로고    scopus 로고
    • Multimodal semi-automated affect detection from conversational cues, gross body language, and facial features
    • 10.1007/s11257-010-9074-4
    • D'Mello SK, Graesser A (2010) Multimodal semi-automated affect detection from conversational cues, gross body language, and facial features. User Model User-Adapt Interact 20:147-187
    • (2010) User Model User-Adapt Interact , vol.20 , pp. 147-187
    • D'Mello, S.K.1    Graesser, A.2
  • 22
    • 9444222731 scopus 로고    scopus 로고
    • Emotion Recognition Using Bio-sensors: First Steps towards an Automatic System
    • Affective Dialogue Systems
    • Haag A, Goronzy S, Schaich P, Williams J (2004) Emotion recognition using bio-sensors: first steps towards an automatic system. In: Affective dialogue systems, vol 3068 Lecture notes in computer science. Springer Berlin Heidelberg, pp 36-48 (Pubitemid 38851666)
    • (2004) Lecture Notes In Computer Science , vol.3068 , pp. 36-48
    • Haag, A.1    Goronzy, S.2    Schaich, P.3    Williams, J.4
  • 23
    • 13144279345 scopus 로고    scopus 로고
    • Affective video content representation and modeling
    • DOI 10.1109/TMM.2004.840618
    • Hanjalic A, Xu LQ (2005) Affective video content representation and modeling. IEEE Trans Multimedia 7(1):143-154 (Pubitemid 40178377)
    • (2005) IEEE Transactions on Multimedia , vol.7 , Issue.1 , pp. 143-154
    • Hanjalic, A.1    Xu, L.-Q.2
  • 24
    • 85032752037 scopus 로고    scopus 로고
    • Extracting moods from pictures and sounds: Towards truly personalized tv
    • 10.1109/MSP.2006.1621452
    • Hanjalic A (2006) Extracting moods from pictures and sounds: towards truly personalized tv. IEEE Signal Process Mag 23(2):90-100
    • (2006) IEEE Signal Process Mag , vol.23 , Issue.2 , pp. 90-100
    • Hanjalic, A.1
  • 25
    • 70349817687 scopus 로고    scopus 로고
    • Predicting the three major dimensions of the learner's emotions from brainwaves
    • Heraz A, Frasson C (2007) Predicting the three major dimensions of the learner's emotions from brainwaves. World Acad Sci Eng Technol 25:323-329
    • (2007) World Acad Sci Eng Technol , vol.25 , pp. 323-329
    • Heraz, A.1    Frasson, C.2
  • 30
    • 79951511370 scopus 로고    scopus 로고
    • Looking at the viewer: Analysing facial activity to detect personal highlights of multimedia contents
    • 10.1007/s11042-010-0632-x
    • Joho H, Staiano J, Sebe N, Jose JM (2011) Looking at the viewer: analysing facial activity to detect personal highlights of multimedia contents. Multimed Tools Appl 51:505-523
    • (2011) Multimed Tools Appl , vol.51 , pp. 505-523
    • Joho, H.1    Staiano, J.2    Sebe, N.3    Jose, J.M.4
  • 32
    • 0346325811 scopus 로고    scopus 로고
    • Affective contents retrieval from video with relevance feedback. Digital Libraries: Technology and Management of Indigenous Knowledge for Global Access
    • 10.1007/978-3-540-24594-0-23
    • Kang HB (2003) Affective contents retrieval from video with relevance feedback. Digital Libraries: Technology and Management of Indigenous Knowledge for Global Access. Lecture Notes in Computer Science 2911:243-252
    • (2003) Lecture Notes in Computer Science , vol.2911 , pp. 243-252
    • Kang, H.B.1
  • 36
    • 49949087271 scopus 로고    scopus 로고
    • Modeling naturalistic affective states via facial, vocal, and bodily expressions recognition
    • T.S. Huang A. Nijholt M. Pantic A. Pentland (eds) Lecture notes in computer science Springer Berlin Heidelberg 10.1007/978-3-540-72348-6-5
    • Karpouzis K, Caridakis G, Kessous L, Amir N, Raouzaiou A, Malatesta L, Kollias S (2007) Modeling naturalistic affective states via facial, vocal, and bodily expressions recognition. In: Huang TS, Nijholt A, Pantic M, Pentland A (eds) Artifical intelligence for human computing, vol 4451. Lecture notes in computer science. Springer Berlin Heidelberg, pp 91-112
    • (2007) Artifical Intelligence for Human Computing, Vol 4451 , pp. 91-112
    • Karpouzis, K.1    Caridakis, G.2    Kessous, L.3    Amir, N.4    Raouzaiou, A.5    Malatesta, L.6    Kollias, S.7
  • 37
    • 0036941980 scopus 로고    scopus 로고
    • Steady-state visually evoked potential topography during processing of emotional valence in healthy subjects
    • DOI 10.1006/nimg.2002.1298
    • Kemp AH, Gray MA, Eide P, Silberstein RB, Nathan PJ (2002) Steady-state visually evoked potential topography during processing of emotional valence in healthy subjects. NeuroImage 17(4):1684-1692 (Pubitemid 36062759)
    • (2002) NeuroImage , vol.17 , Issue.4 , pp. 1684-1692
    • Kemp, A.H.1    Gray, M.A.2    Eide, P.3    Silberstein, R.B.4    Nathan, P.J.5
  • 38
    • 6344272231 scopus 로고    scopus 로고
    • Remembering emotional experiences: The contribution of valence and arousal
    • 10.1515/REVNEURO.2004.15.4.241
    • Kensinger EA (2004) Remembering emotional experiences: the contribution of valence and arousal. Reviews in the Neurosci 15:241-252
    • (2004) Reviews in the Neurosci , vol.15 , pp. 241-252
    • Kensinger, E.A.1
  • 40
    • 70349656084 scopus 로고    scopus 로고
    • Bimodal emotion recognition using speech and physiological changes
    • M. Grimm K. Kroschel (eds) -Tech Education and Publishing Vienna, Austria 978-3-902613-08-0
    • Kim J (2007) Bimodal emotion recognition using speech and physiological changes. In: Grimm M, Kroschel K (ed) Robust speech recognition and understanding. I-Tech Education and Publishing, Vienna, Austria, pp 265-280. ISBN 978-3-902613-08-0
    • (2007) Robust Speech Recognition and Understanding , pp. 265-280
    • Kim, J.1
  • 41
    • 80054832915 scopus 로고    scopus 로고
    • Collective indexing of emotions in videos
    • 10.1108/00220411111183555
    • Knautz K, Wolfgang GS (2011) Collective indexing of emotions in videos. J Doc 67(6):975-994
    • (2011) J Doc , vol.67 , Issue.6 , pp. 975-994
    • Knautz, K.1    Wolfgang, G.S.2
  • 43
    • 78249264726 scopus 로고    scopus 로고
    • Single trial classification of eeg and peripheral physiological signals for recognition of emotions induced by music videos
    • Koelstra S, Yazdani A, Soleymani M, Mühl C, Lee J-S, Nijholt A, Pun T, Ebrahimi T, Patras I (2010) Single trial classification of eeg and peripheral physiological signals for recognition of emotions induced by music videos. In: Brain informatics, vol 6334. Lecture notes in computer science. Springer Berlin Heidelberg, pp 89-100
    • (2010) Brain Informatics, Vol 6334. Lecture Notes in Computer Science. Springer Berlin Heidelberg , pp. 89-100
    • Koelstra S, Y.1
  • 45
    • 2442500446 scopus 로고    scopus 로고
    • Early amygdala reaction to fear spreading in occipital, temporal, and frontal cortex: A depth electrode ERP study in human
    • DOI 10.1016/S0896-6273(04)00264-8, PII S0896627304002648
    • Krolak-Salmon P, Hénaff. M-A, Vighetto A, Bertrand O, Mauguière F et al (2004) Early amygdala reaction to fear spreading in occipital, temporal, and frontal cortex: a depth electrode erp study in human. Neuron 42(4):665-676 (Pubitemid 38639884)
    • (2004) Neuron , vol.42 , Issue.4 , pp. 665-676
    • Krolak-Salmon, P.1    Henaff, M.-A.2    Vighetto, A.3    Bertrand, O.4    Mauguiere, F.5
  • 46
    • 69949089117 scopus 로고    scopus 로고
    • Analysis of facial thermal variations in response to emotion: Eliciting film clips
    • Krzywicki AT, He G, O'Kane Bl (2009) Analysis of facial thermal variations in response to emotion: eliciting film clips. In: Proceedings of SPIE, vol 7343, p 734312
    • (2009) Proceedings of SPIE , vol.7343 , pp. 734312
    • Krzywicki, A.T.1    He, G.2    Bl, O.3
  • 47
    • 35348845820 scopus 로고    scopus 로고
    • Affective state estimation for human-robot interaction
    • DOI 10.1109/TRO.2007.904899, Special Issue on Human-Robot Interaction
    • Kulic D, Croft E (2007) Affective state estimation for human-robot interaction. IEEE Trans Robot 23(5):991-1000 (Pubitemid 47577975)
    • (2007) IEEE Transactions on Robotics , vol.23 , Issue.5 , pp. 991-1000
    • Kulic, D.1    Croft, E.2
  • 48
    • 2942731250 scopus 로고    scopus 로고
    • Emotion recognition system using short-term monitoring of physiological signals
    • DOI 10.1007/BF02344719
    • Kyung Hwan K, Seok Won Bg, Sang Ryong K (2004) Emotion recognition system using short-term monitoring of physiological signals. Med Biol Eng Comput 42:419-427 (Pubitemid 38786706)
    • (2004) Medical and Biological Engineering and Computing , vol.42 , Issue.3 , pp. 419-427
    • Kim, K.H.1    Bang, S.W.2    Kim, S.R.3
  • 49
    • 47849128442 scopus 로고    scopus 로고
    • Physiology-based affect recognition for computer-assisted intervention of children with autism spectrum disorder
    • 10.1016/j.ijhsc.2008.04.003
    • Liu C, Conn K, Sarkar N, Stone W (2008) Physiology-based affect recognition for computer-assisted intervention of children with autism spectrum disorder. Int J Human-Comput Stud 66(9):662-677
    • (2008) Int J Human-Comput Stud , vol.66 , Issue.9 , pp. 662-677
    • Liu, C.1    Conn, K.2    Sarkar, N.3    Stone, W.4
  • 50
    • 78651387935 scopus 로고    scopus 로고
    • Personalization in multimedia retrieval: A survey
    • 10.1007/s11042-010-0621-0
    • Lu Y, Sebe N, Hytnen R, Tian Q (2011) Personalization in multimedia retrieval: a survey. Multimed Tools Appl 51(1):247-277
    • (2011) Multimed Tools Appl , vol.51 , Issue.1 , pp. 247-277
    • Lu, Y.1    Sebe, N.2    Hytnen, R.3    Tian, Q.4
  • 51
    • 77954762563 scopus 로고    scopus 로고
    • Multimodal information fusion application to human emotion recognition from face and speech
    • 10.1007/s11042-009-0344-2
    • Mansoorizadeh M, Charkari NM (2010) Multimodal information fusion application to human emotion recognition from face and speech. Multimed Tools Appl 49:277-297
    • (2010) Multimed Tools Appl , vol.49 , pp. 277-297
    • Mansoorizadeh, M.1    Charkari, N.M.2
  • 52
    • 84982590903 scopus 로고
    • Xiii - The development of the cie 1976 (lab) uniform colour space and colour-difference formula
    • 10.1111/j.1478-4408.1976.tb03301.x
    • McLaren K (1976) Xiii - the development of the cie 1976 (lab) uniform colour space and colour-difference formula. J Soc Dyers Colour 92(9):338-341
    • (1976) J Soc Dyers Colour , vol.92 , Issue.9 , pp. 338-341
    • McLaren, K.1
  • 55
    • 51849162390 scopus 로고    scopus 로고
    • Feasibility of personalized affective video summaries. Affect and Emotion in Human-Computer Interaction
    • 10.1007/978-3-540-85099-1-17
    • Money AG, Agius H (2008) Feasibility of personalized affective video summaries. Affect and Emotion in Human-Computer Interaction. Lecture Notes in Computer Science 4868:194-208
    • (2008) Lecture Notes in Computer Science , vol.4868 , pp. 194-208
    • Money, A.G.1    Agius, H.2
  • 59
    • 27144489770 scopus 로고    scopus 로고
    • Emotion recognition from physiological signals using wireless sensors for presence technologies
    • DOI 10.1007/s10111-003-0143-x
    • Nasoz F, Alvarez K, Lisetti CL, Finkelstein N (2004) Emotion recognition from physiological signals using wireless sensors for presence technologies. Cogn Technol Work 6:4-14 (Pubitemid 38305312)
    • (2004) Cognition Technology and Work , vol.6 , Issue.1 , pp. 4-14
    • Nasoz, F.1    Alvarez, K.2    Lisetti, C.L.3    Finkelstein, N.4
  • 61
    • 84904855298 scopus 로고    scopus 로고
    • Classification of video shots based on human affect
    • Ong KM, Wataru K (2009) Classification of video shots based on human affect. Inf Media Technol 4(4):903-912
    • (2009) Inf Media Technol , vol.4 , Issue.4 , pp. 903-912
    • Ong, K.M.1    Wataru, K.2
  • 64
    • 62349098018 scopus 로고    scopus 로고
    • Video abstraction method based on viewer's heart activity and its evaluations
    • Satoshi T, Takashi K (2009) Video abstraction method based on viewer's heart activity and its evaluations. J Inst Image Inf Telev Eng 63(1):86-94
    • (2009) J Inst Image Inf Telev Eng , vol.63 , Issue.1 , pp. 86-94
    • Satoshi, T.1    Takashi, K.2
  • 65
    • 77957726379 scopus 로고    scopus 로고
    • Assessing the effectiveness of a large database of emotion-eliciting films: A new tool for emotion researchers
    • 10.1080/02699930903274322
    • Schaefer A, Nils F, Sanchez X, Philippot P (2010) Assessing the effectiveness of a large database of emotion-eliciting films: a new tool for emotion researchers. Cogn Emot 24(7):1153-1172
    • (2010) Cogn Emot , vol.24 , Issue.7 , pp. 1153-1172
    • Schaefer, A.1    Nils, F.2    Sanchez, X.3    Philippot, P.4
  • 72
  • 73
    • 84864036815 scopus 로고    scopus 로고
    • Determination of emotional content of video clips by low-level audiovisual features
    • 10.1007/s11042-010-0702-0
    • Teixeira RMA, Yamasaki T, Aizawa K (2012) Determination of emotional content of video clips by low-level audiovisual features. Multimed Tools Appl 61:21-49
    • (2012) Multimed Tools Appl , vol.61 , pp. 21-49
    • Teixeira, R.M.A.1    Yamasaki, T.2    Aizawa, K.3
  • 74
    • 68149165759 scopus 로고    scopus 로고
    • A new learning paradigm: Learning using privileged information
    • Vapnik V, Vashist A (2009) A new learning paradigm: learning using privileged information. Neural Netw 22(5):544-557
    • (2009) Neural Netw , vol.22 , Issue.5 , pp. 544-557
    • Vapnik, V.1    Vashist, A.2
  • 76
    • 85032751429 scopus 로고    scopus 로고
    • Implicit human-centered tagging social sciences
    • 10.1109/MSP.2009.934186
    • Vinciarelli A, Suditu N, Pantic M (2009) Implicit human-centered tagging social sciences. IEEE Signal Process Mag 26(6):173-180
    • (2009) IEEE Signal Process Mag , vol.26 , Issue.6 , pp. 173-180
    • Vinciarelli, A.1    Suditu, N.2    Pantic, M.3
  • 77
    • 33749572603 scopus 로고    scopus 로고
    • From physiological signals to emotions: Implementing and comparing selected methods for feature extraction and classification
    • Wagner J, Kim J, André E (2005) From physiological signals to emotions: implementing and comparing selected methods for feature extraction and classification. In: IEEE International conference on multimedia and expo, ICME 2005, pp 940-943
    • (2005) IEEE International Conference on Multimedia and Expo, ICME 2005 , pp. 940-943
    • Wagner J, K.1
  • 79
    • 84886394813 scopus 로고    scopus 로고
    • Film narrative exploration through the analysis of aesthetic elements. Adv Multimed Model
    • 10.1007/978-3-540-69423-6-59
    • Wang CW, Cheng WH, Chen JC, Yang SS, Wu JL (2006) Film narrative exploration through the analysis of aesthetic elements. Adv Multimed Model. Lecture Notes in Computer Science 4351:606-615
    • (2006) Lecture Notes in Computer Science , vol.4351 , pp. 606-615
    • Wang, H.L.1    Cheng, W.H.2    Chen, J.C.3    Yang, S.S.4    Wu, J.L.5
  • 80
    • 79957862736 scopus 로고    scopus 로고
    • Emotional semantic detection from multimedia: A brief overview
    • In: Dai Y, Chakraborty B, Shi M (ed) IGI Global, USA doi: 10.4018/978-1-61692-797-4, ISBN13: 9781616927974, ISBN10: 1616927976, EISBN13: 9781616927998
    • Wang S, Wang X (2010) Emotional semantic detection from multimedia: a brief overview. In: Dai Y, Chakraborty B, Shi M (ed) Kansei engineering and soft computing: theory and practice. IGI Global, USA, pp 126-146. doi: 10.4018/978-1-61692-797-4, ISBN13: 9781616927974, ISBN10: 1616927976, EISBN13: 9781616927998
    • (2010) Kansei Engineering and Soft Computing: Theory and Practice , pp. 126-146
    • Wang, S.1    Wang, X.2
  • 81
    • 68149100415 scopus 로고    scopus 로고
    • A sieving ann for emotion-based movie clip classification
    • 10.1093/ietisy/e91-d.5.1562
    • Watanapa SC, Thipakorn B, Charoenkitarn N (2008) A sieving ann for emotion-based movie clip classification. IEICE Trans Inf Syst 91(5):1562-1572
    • (2008) IEICE Trans Inf Syst , vol.91 , Issue.5 , pp. 1562-1572
    • Watanapa, S.C.1    Thipakorn, B.2    Charoenkitarn, N.3
  • 82
    • 11244336530 scopus 로고    scopus 로고
    • Color-mood analysis of films based on syntactic and psychological models
    • 2004 IEEE International Conference on Multimedia and Expo (ICME)
    • Wei CY, Dimitrova N, Chang SF (2004) Color-mood analysis of films based on syntactic and psychological models. In: IEEE international conference on multimedia and expo, 2004. ICME'04. 2004, vol 2. IEEE, pp 831-834 (Pubitemid 40063164)
    • (2004) 2004 IEEE International Conference on Multimedia and Expo (ICME) , vol.2 , pp. 831-834
    • Wei, C.-Y.1    Dimitrova, N.2    Chang, S.-F.3
  • 83
    • 77951208743 scopus 로고    scopus 로고
    • The role of user mood in movie recommendations
    • 10.1016/j.eswa.2010.02.117
    • Winoto P, Tang TY (2010) The role of user mood in movie recommendations. Expert Syst Appl 37(8):6086-6092
    • (2010) Expert Syst Appl , vol.37 , Issue.8 , pp. 6086-6092
    • Winoto, P.1    Tang, T.Y.2
  • 84
    • 0042885988 scopus 로고    scopus 로고
    • Gender differences in the processing of standardized emotional visual stimuli in humans: A functional magnetic resonance imaging study
    • DOI 10.1016/S0304-3940(03)00565-2
    • Wrase J, Klein S, Gruesser SM, Hermann D, Flor H, Mann K, Braus DF, Heinz A (2003) Gender differences in the processing of standardized emotional visual stimuli in humans: a functional magnetic resonance imaging study. Neurosci Lett 348(1):41-45 (Pubitemid 37271932)
    • (2003) Neuroscience Letters , vol.348 , Issue.1 , pp. 41-45
    • Wrase, J.1    Klein, S.2    Gruesser, S.M.3    Hermann, D.4    Flor, H.5    Mann, K.6    Braus, D.F.7    Heinz, A.8
  • 86
    • 84901983723 scopus 로고    scopus 로고
    • A three-level framework for affective content analysis and its case studies
    • doi: 10.1007/s11042-012-1046-8
    • Xu M, Wang J, He X, Jin JS, Luo S, Lu H (2012) A three-level framework for affective content analysis and its case studies. Multimed Tools Appl 1-23. doi: 10.1007/s11042-012-1046-8
    • (2012) Multimed Tools Appl , pp. 1-23
    • Xu, M.1    Wang, J.2    He, X.3    Jin, J.S.4    Luo, S.5    Lu, H.6
  • 87
    • 84904854926 scopus 로고    scopus 로고
    • Hierarchical affective content analysis in arousal and valence dimensions
    • In press
    • Xu M, Xu C, He X, Jin JS, Luo S, Rui Y (2012) Hierarchical affective content analysis in arousal and valence dimensions. Signal Process. In press
    • (2012) Signal Process
    • Xu, M.1    Xu, C.2    He, X.3    Jin, J.S.4    Luo, S.5    Rui, Y.6
  • 89
    • 34547349944 scopus 로고    scopus 로고
    • Video scene retrieval with interactive genetic algorithm
    • DOI 10.1007/s11042-007-0109-8
    • Yoo HW, Cho SB (2007) Video scene retrieval with interactive genetic algorithm. Multimed Tools Appl 34(3):317-336 (Pubitemid 47150848)
    • (2007) Multimedia Tools and Applications , vol.34 , Issue.3 , pp. 317-336
    • Yoo, H.-W.1    Cho, S.-B.2
  • 91
    • 77956736936 scopus 로고    scopus 로고
    • Affective visualization and retrieval for music video
    • 10.1109/TMM.2010.2059634
    • Zhang S, Huang Q, Jiang S, Gao W, Tian Q (2010) Affective visualization and retrieval for music video. IEEE Trans Multimedia 12(6):510-522
    • (2010) IEEE Trans Multimedia , vol.12 , Issue.6 , pp. 510-522
    • Zhang, S.1    Huang, Q.2    Jiang, S.3    Gao, W.4    Tian, Q.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.