{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,30]],"date-time":"2026-03-30T13:43:59Z","timestamp":1774878239399,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":32,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642176906","type":"print"},{"value":"9783642176913","type":"electronic"}],"license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-17691-3_29","type":"book-chapter","created":{"date-parts":[[2010,12,4]],"date-time":"2010-12-04T08:18:21Z","timestamp":1291450701000},"page":"312-322","source":"Crossref","is-referenced-by-count":10,"title":["Dynamic Facial Expression Recognition Using Boosted Component-Based Spatiotemporal Features and Multi-classifier Fusion"],"prefix":"10.1007","author":[{"given":"Xiaohua","family":"Huang","sequence":"first","affiliation":[]},{"given":"Guoying","family":"Zhao","sequence":"additional","affiliation":[]},{"given":"Matti","family":"Pietik\u00e4inen","sequence":"additional","affiliation":[]},{"given":"Wenming","family":"Zheng","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"29_CR1","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1016\/S0031-3203(02)00052-3","volume":"36","author":"B. Fasel","year":"2003","unstructured":"Fasel, B., Luettin, J.: Automatic facial expression analysis: a survey. Pattern Recognition\u00a036, 259\u2013275 (2003)","journal-title":"Pattern Recognition"},{"issue":"1","key":"29_CR2","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1109\/TPAMI.2008.52","volume":"31","author":"Z. Zeng","year":"2009","unstructured":"Zeng, Z., Pantic, M., Roisman, G., Huang, T.: A survey of affective recognition methods: Audio, visual and spontaneous expression. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a031(1), 39\u201358 (2009)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"29_CR3","volume-title":"Handbook of Face Recognition","author":"T. Tian","year":"2004","unstructured":"Tian, T., Kanade, T., Cohn, J.: Facial expression analysis. In: Li, S., Jain, A.K. (eds.) Handbook of Face Recognition. Spinger, Heidelberg (2004)"},{"issue":"2","key":"29_CR4","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1109\/34.908962","volume":"23","author":"Y. Tian","year":"1999","unstructured":"Tian, Y., Kanade, T., Cohn, J.: Recognizing action units for facial expression analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a023(2), 97\u2013115 (1999)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"29_CR5","first-page":"3732","volume-title":"Systems, Man and Cybernetics","author":"H. Kobayashi","year":"1997","unstructured":"Kobayashi, H., Hara, F.: Facial interaction between animated 3D face robot and human being. In: Systems, Man and Cybernetics, pp. 3732\u20133737. IEEE Press, New York (1997)"},{"key":"29_CR6","first-page":"200","volume-title":"Automatic Face and Gesture Recognition","author":"M. Lyons","year":"1998","unstructured":"Lyons, M., Akamatsu, S., Kamachi, M., Gyoba, J.: Coding facial expressions with Gabor wavelets. In: Automatic Face and Gesture Recognition, pp. 200\u2013205. IEEE Press, New York (1998)"},{"issue":"6","key":"29_CR7","doi-asserted-by":"publisher","first-page":"636","DOI":"10.1109\/34.506414","volume":"18","author":"Y. Yaser","year":"1996","unstructured":"Yaser, Y., Larry, S.: Recognizing human facial expressions from long image sequences using optical flow. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a018(6), 636\u2013642 (1996)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"29_CR8","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1093\/ietisy\/e91-d.2.341","volume":"2","author":"F. Chen","year":"2008","unstructured":"Chen, F., Kotani, K.: Facial expression recognition by supervised independent component analysis using MAP estimation. IEICE - Transactions on Information and Systems\u00a02, 341\u2013350 (2008)","journal-title":"IEICE - Transactions on Information and Systems"},{"issue":"3","key":"29_CR9","doi-asserted-by":"publisher","first-page":"477","DOI":"10.1088\/0954-898X_7_3_002","volume":"7","author":"P. Penev","year":"1996","unstructured":"Penev, P., Atick, J.: Local feature analysis: a general statistical theory for object representation. Network: Computation in Neural Systems\u00a07(3), 477\u2013500 (1996)","journal-title":"Network: Computation in Neural Systems"},{"issue":"1","key":"29_CR10","doi-asserted-by":"publisher","first-page":"172","DOI":"10.1109\/TIP.2006.884954","volume":"16","author":"I. Kotsia","year":"2007","unstructured":"Kotsia, I., Pitas, I.: Facial expression recognition in image sequences using geometric deformation features and support vector machines. IEEE Transactions on Image Processing\u00a016(1), 172\u2013187 (2007)","journal-title":"IEEE Transactions on Image Processing"},{"issue":"10","key":"29_CR11","doi-asserted-by":"publisher","first-page":"974","DOI":"10.1109\/34.799905","volume":"21","author":"G. Donato","year":"1999","unstructured":"Donato, G., Bartlett, M., Hager, J., Ekman, P., Sejnowski, T.: Classifing facial actions. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a021(10), 974\u2013989 (1999)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"2","key":"29_CR12","first-page":"546","volume":"15","author":"X. Feng","year":"2005","unstructured":"Feng, X., Pietik\u00e4inen, M., Hadid, A.: Facial expression recognition based on local binary patterns and linear programming. Pattern Recognition and Image Analysis\u00a015(2), 546\u2013548 (2005)","journal-title":"Pattern Recognition and Image Analysis"},{"issue":"7","key":"29_CR13","doi-asserted-by":"publisher","first-page":"743","DOI":"10.1109\/34.598231","volume":"19","author":"A. Lanitis","year":"1997","unstructured":"Lanitis, A., Taylor, C., Cootes, T.: Automatic interpretation and coding of face images using flexible models. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a019(7), 743\u2013756 (1997)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"29_CR14","first-page":"922","volume-title":"Computer Vision and Pattern Recognition","author":"M. Yesin","year":"2004","unstructured":"Yesin, M., Bullot, B., Sharma, R.: From facial expression to level of interest: a spatio-temporal approach. In: Computer Vision and Pattern Recognition, pp. 922\u2013927. IEEE Press, New York (2004)"},{"key":"29_CR15","first-page":"153","volume-title":"Automatic Face and Gesture Recognition","author":"B. Heisele","year":"2004","unstructured":"Heisele, B., Koshizen, B.: Components for face recognition. In: Automatic Face and Gesture Recognition, pp. 153\u2013158. IEEE Press, New York (2004)"},{"key":"29_CR16","first-page":"421","volume-title":"Automatic Face and Gesture Recognition","author":"I. Ivanov","year":"2004","unstructured":"Ivanov, I., Heisele, B., Serre, T.: Using component features for face recognition. In: Automatic Face and Gesture Recognition, pp. 421\u2013426. IEEE Press, New York (2004)"},{"key":"29_CR17","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1006\/cviu.1995.1004","volume":"61","author":"T.F. Cootes","year":"1995","unstructured":"Cootes, T.F., Taylor, C.J., Cooper, D.H., Graham, J.G.: Active shape models - their training and application. Computer Vision and Image Understanding\u00a061, 38\u201359 (1995)","journal-title":"Computer Vision and Image Understanding"},{"key":"29_CR18","doi-asserted-by":"crossref","unstructured":"Freund, Y., Schapire, R.E.: A decision-theoretic generalization of on-line learning and an application to Boosting. In: Computational Learning Theory: Eurocolt 1995, pp. 23\u201337 (1995)","DOI":"10.1007\/3-540-59119-2_166"},{"issue":"3","key":"29_CR19","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1109\/34.667881","volume":"20","author":"J. Kittler","year":"1998","unstructured":"Kittler, J., Hatef, M., Duin, R.P.W., Matas, J.: On combining classifiers. IEEE Transaction on Pattern Analysis and Machine Intelligence\u00a020(3), 226\u2013239 (1998)","journal-title":"IEEE Transaction on Pattern Analysis and Machine Intelligence"},{"key":"29_CR20","doi-asserted-by":"publisher","first-page":"1475","DOI":"10.1016\/S0031-3203(99)00138-7","volume":"33","author":"M.J. David","year":"2000","unstructured":"David, M.J., Martijin, B.V., Robert, P.W.D., Josef, K.: Combining multiple classifiers by averaging or by multiplying? Pattern Recognition\u00a033, 1475\u20131485 (2000)","journal-title":"Pattern Recognition"},{"issue":"2","key":"29_CR21","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"D.G. Lowe","year":"2004","unstructured":"Lowe, D.G.: Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision\u00a060(2), 91\u2013110 (2004)","journal-title":"International Journal of Computer Vision"},{"key":"29_CR22","first-page":"46","volume-title":"Automatic Face Recognition and Gesture Recognition","author":"T. Kanade","year":"2000","unstructured":"Kanade, T., Cohn, J.F., Tian, Y.: Comprehensive database for facial expression analysis. In: Automatic Face Recognition and Gesture Recognition, pp. 46\u201353. IEEE Press, New York (2000)"},{"issue":"2","key":"29_CR23","doi-asserted-by":"publisher","first-page":"433","DOI":"10.1109\/TSMCB.2005.859075","volume":"36","author":"M. Pantic","year":"2006","unstructured":"Pantic, M., Patras, I.: Dynamic of facial expression: Recognition of facial actions and their temporal segments from face profile image sequences. IEEE Transactions on Systems, Man, and Cybernetics-Part B.\u00a036(2), 433\u2013449 (2006)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics-Part B."},{"key":"29_CR24","first-page":"454","volume-title":"International Workshop on Automatic Face and Gesture Recognition","author":"Z. Zhang","year":"1998","unstructured":"Zhang, Z., Lyons, M., Schuster, M., Akamatsu, S.: Comparison between geometry-based and Gabor-wavelets-based facial expression recognition using multi-layer perceptron. In: International Workshop on Automatic Face and Gesture Recognition, pp. 454\u2013459. IEEE Press, New York (1998)"},{"key":"29_CR25","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"504","DOI":"10.1007\/978-3-540-88693-8_37","volume-title":"Computer Vision \u2013 ECCV 2008","author":"S. Milborrow","year":"2008","unstructured":"Milborrow, S., Nicolls, F.: Locating facial features with extended active shape model. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part IV. LNCS, vol.\u00a05305, pp. 504\u2013513. Springer, Heidelberg (2008)"},{"key":"29_CR26","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1007\/978-3-540-77226-2_23","volume-title":"Intelligent Data Engineering and Automated Learning - IDEAL 2007","author":"A. Serrano","year":"2007","unstructured":"Serrano, A., Diego, I.M., Conde, C., Cabello, E.: Influence of wavelet frequency and orientation in an SVM-based parallel Gabor PCA face verification system. In: Yin, H., Tino, P., Corchado, E., Byrne, W., Yao, X. (eds.) IDEAL 2007. LNCS, vol.\u00a04881, pp. 219\u2013228. Springer, Heidelberg (2007)"},{"key":"29_CR27","unstructured":"MMI Database, http:\/\/www.mmifacedb.com"},{"issue":"6","key":"29_CR28","doi-asserted-by":"publisher","first-page":"915","DOI":"10.1109\/TPAMI.2007.1110","volume":"29","author":"G. Zhao","year":"2007","unstructured":"Zhao, G., Pietik\u00e4inen, M.: Dynamic texture recognition using local binary pattern with an application to facial expressions. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a029(6), 915\u2013928 (2007)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"29_CR29","first-page":"370","volume-title":"Image Processing","author":"C. Shan","year":"2005","unstructured":"Shan, C., Gong, S., McOwan, P.W.: Robust facial expression recognition using local binary patterns. In: Image Processing, pp. 370\u2013373. IEEE Press, New York (2005)"},{"issue":"1","key":"29_CR30","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1109\/TIFS.2005.863510","volume":"1","author":"S. Aleksic","year":"2006","unstructured":"Aleksic, S., Katsaggelos, K.: Automatic facial expression recognition using facial animation parameters and multi-stream HMMS. IEEE Transactions on Information Forensics and Security\u00a01(1), 3\u201311 (2006)","journal-title":"IEEE Transactions on Information Forensics and Security"},{"key":"29_CR31","volume-title":"IEEE Workshop Face Processing in Video","author":"G. Littlewort","year":"2004","unstructured":"Littlewort, G., Bartlett, M., Fasel, I., Susskind, J., Movellan, J.: Dynamics of facial expression extracted automatically from video. In: IEEE Workshop Face Processing in Video. IEEE Press, New York (2004)"},{"key":"29_CR32","doi-asserted-by":"publisher","first-page":"1117","DOI":"10.1016\/j.patrec.2009.03.018","volume":"30","author":"G. Zhao","year":"2009","unstructured":"Zhao, G., Pietik\u00e4inen, M.: Boosted multi-resolution spatio temporal descriptors for facial expression recognition. Pattern Recognition Letters\u00a030, 1117\u20131127 (2009)","journal-title":"Pattern Recognition Letters"}],"container-title":["Lecture Notes in Computer Science","Advanced Concepts for Intelligent Vision Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-17691-3_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,6]],"date-time":"2019-06-06T20:25:08Z","timestamp":1559852708000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-17691-3_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642176906","9783642176913"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-17691-3_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010]]}}}