{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,13]],"date-time":"2025-06-13T10:40:05Z","timestamp":1749811205269,"version":"3.41.0"},"publisher-location":"Cham","reference-count":29,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319508313"},{"type":"electronic","value":"9783319508320"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-50832-0_39","type":"book-chapter","created":{"date-parts":[[2016,12,9]],"date-time":"2016-12-09T00:42:47Z","timestamp":1481244167000},"page":"399-409","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Nonparametric Hierarchical Bayesian Model and Its Application on Multimodal Person Identity Verification"],"prefix":"10.1007","author":[{"given":"Wentao","family":"Fan","sequence":"first","affiliation":[]},{"given":"Nizar","family":"Bouguila","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,12,10]]},"reference":[{"key":"39_CR1","doi-asserted-by":"crossref","unstructured":"Bouguila, N.: Spatial color image databases summarization. In: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2007, Honolulu, Hawaii, USA, 15\u201320 April 2007, pp. 953\u2013956. IEEE (2007)","DOI":"10.1109\/ICASSP.2007.366067"},{"key":"39_CR2","doi-asserted-by":"crossref","unstructured":"Bouguila, N., Ziou, D.: Improving content based image retrieval systems using finite multinomial Dirichlet mixture. In: Proceedings of the 2004 14th IEEE Signal Processing Society Workshop Machine Learning for Signal Processing, pp. 23\u201332 (2004)","DOI":"10.1109\/MLSP.2004.1422956"},{"key":"39_CR3","doi-asserted-by":"publisher","first-page":"1566","DOI":"10.1198\/016214506000000302","volume":"101","author":"YW Teh","year":"2006","unstructured":"Teh, Y.W., Jordan, M.I., Beal, M.J., Blei, D.M.: Hierarchical Dirichlet processes. J. Am. Stat. Assoc. 101, 1566\u20131581 (2006)","journal-title":"J. Am. Stat. Assoc."},{"key":"39_CR4","volume-title":"Bayesian Nonparametrics: Principles and Practice","author":"YW Teh","year":"2010","unstructured":"Teh, Y.W., Jordan, M.I.: Hierarchical Bayesian nonparametric models with applications. In: Hjort, N., Holmes, C., M\u00fcller, P., Walker, S. (eds.) Bayesian Nonparametrics: Principles and Practice. Cambridge University Press, Cambridge (2010)"},{"key":"39_CR5","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1016\/j.imavis.2014.10.011","volume":"34","author":"T Elguebaly","year":"2015","unstructured":"Elguebaly, T., Bouguila, N.: Simultaneous high-dimensional clustering and feature selection using asymmetric Gaussian mixture models. Image Vis. Comput. 34, 27\u201341 (2015)","journal-title":"Image Vis. Comput."},{"key":"39_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1007\/978-3-642-24958-7_9","volume-title":"Neural Information Processing","author":"T Bdiri","year":"2011","unstructured":"Bdiri, T., Bouguila, N.: An infinite mixture of inverted Dirichlet distributions. In: Lu, B.-L., Zhang, L., Kwok, J. (eds.) ICONIP 2011. LNCS, vol. 7063, pp. 71\u201378. Springer, Heidelberg (2011). doi: 10.1007\/978-3-642-24958-7_9"},{"key":"39_CR7","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1016\/B978-0-12-589320-6.50018-6","volume":"24","author":"TS Ferguson","year":"1983","unstructured":"Ferguson, T.S.: Bayesian density estimation by mixtures of normal distributions. Recent Adv. Stat. 24, 287\u2013302 (1983)","journal-title":"Recent Adv. Stat."},{"key":"39_CR8","first-page":"639","volume":"4","author":"J Sethuraman","year":"1994","unstructured":"Sethuraman, J.: A constructive definition of Dirichlet priors. Statistica Sinica 4, 639\u2013650 (1994)","journal-title":"Statistica Sinica"},{"key":"39_CR9","first-page":"752","volume":"15","author":"C Wang","year":"2011","unstructured":"Wang, C., Paisley, J.W., Blei, D.M.: Online variational inference for the hierarchical Dirichlet process. J. Mach. Learn. Res. Proc. Track 15, 752\u2013760 (2011)","journal-title":"J. Mach. Learn. Res. Proc. Track"},{"key":"39_CR10","doi-asserted-by":"publisher","first-page":"793","DOI":"10.1080\/01621459.1965.10480828","volume":"60","author":"GG Tiao","year":"1965","unstructured":"Tiao, G.G., Cuttman, I.: The inverted Dirichlet distribution with applications. J. Am. Stat. Assoc. 60, 793\u2013805 (1965)","journal-title":"J. Am. Stat. Assoc."},{"key":"39_CR11","unstructured":"Attias, H.: A variational Bayes framework for graphical models. In: Proceedings of Advances in Neural Information Processing Systems (NIPS), pp. 209\u2013215 (1999)"},{"key":"39_CR12","unstructured":"Bishop, C.M.: Pattern Recognition and Machine Learning. Springer, New York (2006)"},{"key":"39_CR13","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1214\/06-BA104","volume":"1","author":"DM Blei","year":"2005","unstructured":"Blei, D.M., Jordan, M.I.: Variational inference for Dirichlet process mixtures. Bayesian Anal. 1, 121\u2013144 (2005)","journal-title":"Bayesian Anal."},{"key":"39_CR14","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/TCSVT.2003.818349","volume":"14","author":"A Jain","year":"2004","unstructured":"Jain, A., Ross, A., Prabhakar, S.: An introduction to biometric recognition. IEEE Trans. Circ. Syst. Video Technol. 14, 4\u201320 (2004)","journal-title":"IEEE Trans. Circ. Syst. Video Technol."},{"key":"39_CR15","doi-asserted-by":"publisher","first-page":"955","DOI":"10.1109\/34.464560","volume":"17","author":"R Brunelli","year":"1995","unstructured":"Brunelli, R., Falavigna, D.: Person identification using multiple cues. IEEE Trans. Pattern Anal. Mach. Intell. 17, 955\u2013966 (1995)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"39_CR16","doi-asserted-by":"publisher","first-page":"1295","DOI":"10.1109\/34.735803","volume":"20","author":"L Hong","year":"1998","unstructured":"Hong, L., Jain, A.: Integrating faces and fingerprints for personal identification. IEEE Trans. Pattern Anal. Mach. Intell. 20, 1295\u20131307 (1998)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"39_CR17","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., Matas, J.: On combining classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 20, 226\u2013239 (1998)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"39_CR18","doi-asserted-by":"publisher","first-page":"1065","DOI":"10.1109\/72.788647","volume":"10","author":"S Ben-Yacoub","year":"1999","unstructured":"Ben-Yacoub, S., Abdeljaoued, Y., Mayoraz, E.: Fusion of face and speech data for person identity verification. IEEE Trans. Neural Netw. 10, 1065\u20131074 (1999)","journal-title":"IEEE Trans. Neural Netw."},{"key":"39_CR19","doi-asserted-by":"publisher","first-page":"449","DOI":"10.1016\/j.dsp.2004.05.001","volume":"14","author":"C Sanderson","year":"2004","unstructured":"Sanderson, C., Paliwal, K.K.: Identity verification using speech and face information. Digit. Sig. Proc. 14, 449\u2013480 (2004)","journal-title":"Digit. Sig. Proc."},{"key":"39_CR20","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1109\/TSP.2005.861075","volume":"54","author":"F Cardinaux","year":"2006","unstructured":"Cardinaux, F., Sanderson, C., Bengio, S.: User authentication via adapted statistical models of face images. IEEE Trans. Sig. Process. 54, 361\u2013373 (2006)","journal-title":"IEEE Trans. Sig. Process."},{"key":"39_CR21","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1006\/dspr.1999.0361","volume":"10","author":"DA Reynolds","year":"2000","unstructured":"Reynolds, D.A., Quatieri, T.F., Dunn, R.B.: Speaker verification using adapted Gaussian mixture models. Digit. Sig. Proc. 10, 19\u201341 (2000)","journal-title":"Digit. Sig. Proc."},{"key":"39_CR22","unstructured":"Poh, N., Kittler, J., Alkoot, F.: A discriminative parametric approach to video-based score-level fusion for biometric authentication. In: Proceedings of the 21st International Conference on Pattern Recognition (ICPR), pp. 2335\u20132338 (2012)"},{"key":"39_CR23","doi-asserted-by":"crossref","unstructured":"Froba, B., Ernst, A.: Face detection with the modified census transform. In: Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition, pp. 91\u201396 (2004)","DOI":"10.1109\/AFGR.2004.1301514"},{"key":"39_CR24","doi-asserted-by":"publisher","first-page":"2409","DOI":"10.1016\/S0167-8655(03)00070-9","volume":"24","author":"C Sanderson","year":"2003","unstructured":"Sanderson, C., Paliwal, K.K.: Fast features for face authentication under illumination direction changes. Pattern Recogn. Lett. 24, 2409\u20132419 (2003)","journal-title":"Pattern Recogn. Lett."},{"key":"39_CR25","doi-asserted-by":"publisher","first-page":"639","DOI":"10.1109\/89.326623","volume":"2","author":"D Reynolds","year":"1994","unstructured":"Reynolds, D.: Experimental evaluation of features for robust speaker identification. IEEE Trans. Speech Audio Process. 2, 639\u2013643 (1994)","journal-title":"IEEE Trans. Speech Audio Process."},{"key":"39_CR26","doi-asserted-by":"publisher","first-page":"871","DOI":"10.1109\/29.1598","volume":"36","author":"F Soong","year":"1988","unstructured":"Soong, F., Rosenberg, A.: On the use of instantaneous and transitional spectral information in speaker recognition. IEEE Trans. Acoust. Speech Sig. Process. 36, 871\u2013879 (1988)","journal-title":"IEEE Trans. Acoust. Speech Sig. Process."},{"key":"39_CR27","unstructured":"Wildermoth, B.R., Paliwal, K.K.: Use of voicing and pitch information for speaker recognition. In: Proceedings of the 8th Australian International Conference Speech Science And Technology, pp. 324\u2013328 (2000)"},{"key":"39_CR28","unstructured":"Haigh, J., Mason, J.S.: A voice activity detector based on cepstral analysis. In: Proceedings of the European Conference on Speech Communication and Technology, pp. 1103\u20131106 (1993)"},{"key":"39_CR29","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1007\/978-3-642-01793-3_21","volume-title":"Advances in Biometrics","author":"C Sanderson","year":"2009","unstructured":"Sanderson, C., Lovell, B.C.: Multi-region probabilistic histograms for robust and scalable identity inference. In: Tistarelli, M., Nixon, M.S. (eds.) ICB 2009. LNCS, vol. 5558, pp. 199\u2013208. Springer, Heidelberg (2009). doi: 10.1007\/978-3-642-01793-3_21"}],"container-title":["Lecture Notes in Computer Science","Advances in Visual Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-50832-0_39","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,13]],"date-time":"2025-06-13T10:25:11Z","timestamp":1749810311000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-50832-0_39"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319508313","9783319508320"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-50832-0_39","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"10 December 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ISVC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Symposium on Visual Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Las Vegas","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 December 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 December 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"isvc2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.isvc.net\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}