{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T23:18:14Z","timestamp":1725578294257},"publisher-location":"Berlin, Heidelberg","reference-count":36,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642193088"},{"type":"electronic","value":"9783642193095"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"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":[[2011]]},"DOI":"10.1007\/978-3-642-19309-5_8","type":"book-chapter","created":{"date-parts":[[2011,3,1]],"date-time":"2011-03-01T23:13:47Z","timestamp":1299021227000},"page":"95-108","source":"Crossref","is-referenced-by-count":2,"title":["Online Learning for PLSA-Based Visual Recognition"],"prefix":"10.1007","author":[{"given":"Jie","family":"Xu","sequence":"first","affiliation":[]},{"given":"Getian","family":"Ye","sequence":"additional","affiliation":[]},{"given":"Yang","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Wei","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Jun","family":"Yang","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"8_CR1","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1023\/A:1007617005950","volume":"42","author":"T. Hofmann","year":"2001","unstructured":"Hofmann, T.: Unsupervised Learning by Probabilistic Latent Semantic Analysis. Machine Learning\u00a042, 177\u2013196 (2001)","journal-title":"Machine Learning"},{"key":"8_CR2","first-page":"993","volume":"3","author":"D.M. Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet Allocation. The Journal of Machine Learning Research\u00a03, 993\u20131022 (2003)","journal-title":"The Journal of Machine Learning Research"},{"key":"8_CR3","doi-asserted-by":"crossref","unstructured":"Sivic, J., Russell, B., Efros, A., Zisserman, A., Freeman, W.: Discovering objects and their location in images. In: ICCV (2005)","DOI":"10.1109\/ICCV.2005.77"},{"key":"8_CR4","doi-asserted-by":"publisher","first-page":"712","DOI":"10.1109\/TPAMI.2007.70716","volume":"30","author":"A. Bosch","year":"2008","unstructured":"Bosch, A., Zisserman, A., Munoz, X.: Scene classification using a hybrid generative\/discriminative approach. TPAMI\u00a030, 712\u2013727 (2008)","journal-title":"TPAMI"},{"key":"8_CR5","first-page":"993","volume":"42","author":"J. Carlos Niebles","year":"2008","unstructured":"Carlos Niebles, J., Wang, H., Li, F.F.: Unsupervsied Learning of Human Action Categories Using Spatial-Temporal Words. IJCV\u00a042, 993\u20131022 (2008)","journal-title":"IJCV"},{"key":"8_CR6","doi-asserted-by":"crossref","unstructured":"Savarese, S., DelPozo, A., Niebles, J., Fei-Fei, L.: Spatial-temporal correlations for unsupervised action classification. In: WMCV (2008)","DOI":"10.1109\/WMVC.2008.4544068"},{"key":"8_CR7","doi-asserted-by":"crossref","unstructured":"Xu, J., Ye, G., Wang, Y., Herman, G., Zhang, B., Yang, J.: Incremental EM for Probabilistic Latent Semantic Analysis on Human Action Recognition. In: AVSS (2009)","DOI":"10.1109\/AVSS.2009.66"},{"key":"8_CR8","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1109\/TKDE.2007.190702","volume":"20","author":"T. Chou","year":"2008","unstructured":"Chou, T., Chen, M.: Using incremental PLSI for threshold-resilient online event analysis. IEEE Transactions on Knowledge and Data Engineering\u00a020, 289 (2008)","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"8_CR9","doi-asserted-by":"crossref","unstructured":"AlSumait, L., Barbar\u00e1, D., Domeniconi, C.: Online LDA: Adaptive Topic Model for Mining Text Streams with Application on Topic Detection and Tracking. In: ICDM (2008)","DOI":"10.1109\/ICDM.2008.140"},{"key":"8_CR10","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1109\/TASL.2007.909452","volume":"16","author":"J. Chien","year":"2008","unstructured":"Chien, J., Wu, M.: Adaptive Bayesian latent semantic analysis. IEEE Transactions on Audio, Speech, and Language Processing\u00a016, 198\u2013207 (2008)","journal-title":"IEEE Transactions on Audio, Speech, and Language Processing"},{"key":"8_CR11","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1080\/07350015.1991.10509824","volume":"9","author":"J. Hamilton","year":"1991","unstructured":"Hamilton, J.: A quasi-Bayesian approach to estimating parameters for mixtures of normal distributions. Journal of Business & Economic Statistics\u00a09, 27\u201339 (1991)","journal-title":"Journal of Business & Economic Statistics"},{"key":"8_CR12","first-page":"117","volume":"10","author":"A. Vailaya","year":"2001","unstructured":"Vailaya, A., Figueiredo, M., Jain, A., Zhang, H., Technol, A., Alto, P.: Image classification for content-based indexing. TIP\u00a010, 117\u2013130 (2001)","journal-title":"TIP"},{"key":"8_CR13","unstructured":"Wu, J., Rehg, J.: Where am I: Place instance and category recognition using spatial PACT. In: CVPR (2008)"},{"key":"8_CR14","doi-asserted-by":"crossref","unstructured":"Gupta, P., Arrabolu, S., Brown, M., Savarese, S.: Video Scene Categorization by 3D Hierarchical Histogram Matching. In: ICCV (2009)","DOI":"10.1109\/ICCV.2009.5459373"},{"key":"8_CR15","series-title":"LNCS","first-page":"207","volume-title":"Natural scene retrieval based on a semantic modeling step","author":"J. Vogel","year":"2004","unstructured":"Vogel, J., Schiele, B.: Natural scene retrieval based on a semantic modeling step. LNCS, pp. 207\u2013215. Springer, Heidelberg (2004)"},{"key":"8_CR16","unstructured":"Fei-Fei, L., Perona, P.: A Bayesian hierarchical model for learning natural scene categories. In: CVPR (2005)"},{"key":"8_CR17","doi-asserted-by":"crossref","unstructured":"Quattoni, A., Torralb, A.: Recognizing Indoor Scenes. In: CVPR (2009)","DOI":"10.1109\/CVPR.2009.5206537"},{"key":"8_CR18","doi-asserted-by":"crossref","unstructured":"Li, L., Socher, R., Fei-Fei, L.: Towards Total Scene Understanding Classification, Annotation and Segmentation in an Automatic Framework. In: CVPR (2009)","DOI":"10.1109\/CVPR.2009.5206718"},{"key":"8_CR19","doi-asserted-by":"crossref","unstructured":"Yilmaz, A., Shah, M.: Recognizing Human Actions in Videos Acquired by Uncalibrated Moving Cameras. In: ICCV (2005)","DOI":"10.1109\/ICCV.2005.201"},{"key":"8_CR20","first-page":"1","volume":"1","author":"J. Little","year":"1998","unstructured":"Little, J., Boyd, J.: Recognizing people by their gait: the shape of motion. Journal of Computer Vision Research\u00a01, 1\u201332 (1998)","journal-title":"Journal of Computer Vision Research"},{"key":"8_CR21","doi-asserted-by":"crossref","unstructured":"Ikizler, N., Forsyth, D.: Searching Video for Complex Activities with Finite State Models. In: ICCV, vol.\u00a03 (2007)","DOI":"10.1109\/CVPR.2007.383168"},{"key":"8_CR22","first-page":"811","volume":"17","author":"I. Pruteanu-Malinici","year":"2008","unstructured":"Pruteanu-Malinici, I., Carin, L.: Infinite hidden markov models for unusual-event detection in video. TIP\u00a017, 811\u2013822 (2008)","journal-title":"TIP"},{"key":"8_CR23","doi-asserted-by":"crossref","unstructured":"Wang, Y., Mori, G.: Max-margin hidden conditional random fields for human action recognition. In: CVPR (2009)","DOI":"10.1109\/CVPR.2009.5206709"},{"key":"8_CR24","unstructured":"Dollar, P., Vincent, R., Garrison, C.: Behavior recognition via sparse spatio-temporal features. In: VS-PETS (2005)"},{"key":"8_CR25","unstructured":"Ke, Y., Sukthankar, R., Hebert, M.: Efficient visual event detection using volumetric features. In: ICCV, vol.\u00a01 (2005)"},{"key":"8_CR26","doi-asserted-by":"crossref","unstructured":"Yeffet, L., Wolf, L.: Local Trinary Patterns for Human Action Recognition. In: ICCV (2009)","DOI":"10.1109\/ICCV.2009.5459201"},{"key":"8_CR27","doi-asserted-by":"crossref","unstructured":"Gilbert, A., Illingworth, J., Bowden, R.: Fast Realistic Multi-Action Recognition using Mined Dense Spatio-temporal. In: ICCV (2009)","DOI":"10.1109\/ICCV.2009.5459335"},{"key":"8_CR28","first-page":"1","volume":"39","author":"A. Dempster","year":"1977","unstructured":"Dempster, A., Laird, N., Rubin, D., et al.: Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society\u00a039, 1\u201338 (1977)","journal-title":"Journal of the Royal Statistical Society"},{"volume-title":"Probability, Random Variables, and Stochastic Processes","year":"2002","author":"A. Papoulis","key":"8_CR29","unstructured":"Papoulis, A., Pillai, S.U.: Probability, Random Variables, and Stochastic Processes. McGraw-Hill, New York (2002)"},{"key":"8_CR30","first-page":"476","volume":"1","author":"M. Sato","year":"2000","unstructured":"Sato, M.: Convergence of on-line EM algorithm. ICONIP\u00a01, 476\u2013481 (2000)","journal-title":"ICONIP"},{"key":"8_CR31","unstructured":"Fergus, R., Fei-Fei, L., Torralba, A.: ICCV 2005 short course on Object Recognition (2005), http:\/\/people.csail.mit.edu\/fergus\/iccv2005\/bagwords.html"},{"key":"8_CR32","unstructured":"Google: Developer\u2019s Guide to Picasa Web Albums Data API (2009), http:\/\/code.google.com\/apis\/picasaweb\/overview.html"},{"key":"8_CR33","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"D. Lowe","year":"2004","unstructured":"Lowe, D.: Distinctive image features from scale-invariant keypoints. IJCV\u00a060, 91\u2013110 (2004)","journal-title":"IJCV"},{"key":"8_CR34","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1023\/A:1011139631724","volume":"42","author":"A. Oliva","year":"2001","unstructured":"Oliva, A., Torralba, A.: Modeling the shape of the scene: A holistic representation of the spatial envelope. IJCV\u00a042, 145\u2013175 (2001)","journal-title":"IJCV"},{"key":"8_CR35","doi-asserted-by":"crossref","unstructured":"Horster, E., Lienhart, R., Slaney, M.: Continuous visual vocabulary modelsfor plsa-based scene recognition. In: CIVR (2008)","DOI":"10.1145\/1386352.1386395"},{"key":"8_CR36","doi-asserted-by":"crossref","unstructured":"Schuldt, C., Laptev, I., Caputo, B.: Recognizing human actions: A local svm approach. In: CVPR (2004)","DOI":"10.1109\/ICPR.2004.1334462"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ACCV 2010"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-19309-5_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,4]],"date-time":"2024-04-04T17:05:39Z","timestamp":1712250339000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-19309-5_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642193088","9783642193095"],"references-count":36,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-19309-5_8","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}
