{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,19]],"date-time":"2025-01-19T12:10:22Z","timestamp":1737288622714,"version":"3.33.0"},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540734161"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-73417-8_30","type":"book-chapter","created":{"date-parts":[[2007,7,16]],"date-time":"2007-07-16T16:12:14Z","timestamp":1184602334000},"page":"232-241","source":"Crossref","is-referenced-by-count":9,"title":["Decomposition in Hidden Markov Models for Activity Recognition"],"prefix":"10.1007","author":[{"given":"Weidong","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Feng","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wenli","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zisheng","family":"Cao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"2-3","key":"30_CR1","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1016\/j.cviu.2006.08.002","volume":"104","author":"T.B. Moeslund","year":"2006","unstructured":"Moeslund, T.B., Hilton, A., Krger, V.: A survey of advances in vision-based human motion capture and analysis. International Journal on Computer Vision and Image Understanding\u00a0104(2-3), 90\u2013127 (2006)","journal-title":"International Journal on Computer Vision and Image Understanding"},{"key":"30_CR2","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1037\/0033-2909.127.1.3","volume":"127","author":"J.Z. Zacks","year":"2001","unstructured":"Zacks, J.Z., Tversky, B.: Event structure in perception and conception. Psychological Bulletin\u00a0127, 3\u201321 (2001)","journal-title":"Psychological Bulletin"},{"key":"30_CR3","unstructured":"Murphy, K.P.: Hidden Semi-Markov models\u00a0(HSMMs) (2002), http:\/\/www.ai.mit.edu\/muphyk"},{"key":"30_CR4","doi-asserted-by":"crossref","unstructured":"Hongeng, S., Nevatia, R.: Large-scale event detection using Semi-hidden Markov models. In: Proc. ICCV, pp. 1455\u20131462 (2003)","DOI":"10.1109\/ICCV.2003.1238661"},{"key":"30_CR5","doi-asserted-by":"crossref","unstructured":"Ghahramani, Z.: An introduction to hidden Markov models and bayesian networks. Journal of Pattern Recognition and Artificial Intelligence 15(1), 9C42 (2001)","DOI":"10.1142\/S0218001401000836"},{"key":"30_CR6","doi-asserted-by":"crossref","unstructured":"Brand, M., Oliver, N.M., Pentland, A.P.: Coupled hidden Markov models for complex action recognition. In: Proc. CVPR, pp. 994\u2013999 (1997)","DOI":"10.1109\/CVPR.1997.609450"},{"key":"30_CR7","doi-asserted-by":"crossref","first-page":"831","DOI":"10.1109\/34.868684","volume":"22","author":"N.M. Oliver","year":"2000","unstructured":"Oliver, N.M., Rosario, B., Pentland, A.P.: A Bayesian computer vision system for modeling human interactions. IEEE Trans. PAMI\u00a022, 831\u2013843 (2000)","journal-title":"IEEE Trans. PAMI"},{"key":"30_CR8","doi-asserted-by":"crossref","unstructured":"Gong, S., Xiang, T.: Recognition of group activities using dynamic probabilistic networks. In: Proc. ICCV, pp. 742\u2013749 (2003)","DOI":"10.1109\/ICCV.2003.1238423"},{"key":"30_CR9","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1006\/cviu.2000.0894","volume":"81","author":"A. Galata","year":"2001","unstructured":"Galata, A., Johnson, N., Hogg, D.: Learing variable-length markov models of behavior. Comuter Vision and Image Understanding\u00a081, 398\u2013413 (2001)","journal-title":"Comuter Vision and Image Understanding"},{"key":"30_CR10","doi-asserted-by":"crossref","first-page":"451","DOI":"10.1613\/jair.839","volume":"17","author":"H.H. Bui","year":"2002","unstructured":"Bui, H.H., Venkatesh, S., West, G.: Policy recognition in the abstract hidden Markov model. Journal of Artificial Intelligence Research\u00a017, 451\u2013499 (2002)","journal-title":"Journal of Artificial Intelligence Research"},{"issue":"2","key":"30_CR11","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1016\/j.cviu.2004.02.004","volume":"96","author":"N. Oliver","year":"2004","unstructured":"Oliver, N., Garg, A., Horvitz, E.: Layered representations for learning and inferring office activity from multiple sensory channels. Computer Vision and Image Understanding\u00a096(2), 163\u2013180 (2004)","journal-title":"Computer Vision and Image Understanding"},{"issue":"1","key":"30_CR12","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1023\/A:1007469218079","volume":"32","author":"S. Fine","year":"1998","unstructured":"Fine, S., Singer, Y., Tishby, N.: The hierarchical hidden Markov model: analysis and applications. Machine Learning\u00a032(1), 41\u201362 (1998)","journal-title":"Machine Learning"},{"key":"30_CR13","unstructured":"Murphy, K.P, Paskin, M.: Linear time inference in hierarchical HMMs. In: Proc. NIPS, pp. 833\u2013840 (2001)"},{"key":"30_CR14","doi-asserted-by":"publisher","first-page":"166","DOI":"10.1016\/j.imavis.2005.09.024","volume":"24","author":"X.H Liu","year":"2006","unstructured":"Liu, X.H., Chua, C.S.: Multi-agent activity recognition using observation decomposed hidden Markov models. Image and Vision Computing\u00a024, 166\u2013175 (2006)","journal-title":"Image and Vision Computing"},{"key":"30_CR15","doi-asserted-by":"crossref","unstructured":"Nguyen, N.T., Phung, D.Q., Venkatesh, S., Bui, H.: Learning and detecting activities from movement trajectories using the hierarchical hidden Markov model. In: Proc. CVPR, pp. 955\u2013960 (2005)","DOI":"10.1109\/CVPR.2005.203"},{"key":"30_CR16","doi-asserted-by":"crossref","unstructured":"Zhang, W.D, Chen, F., Xu, W.L., Zhang, E.W.: Real-time video intelligent surveillance system. In: Proc. ICME, pp. 1021\u20131024 (2006)","DOI":"10.1109\/ICME.2006.262707"},{"key":"30_CR17","doi-asserted-by":"crossref","unstructured":"Du, Y.T., Chen, F., Xu, W.L., Li, Y.B.: Recognizing interaction activities using dynamic Bayesian network. In Proc. ICPR, pp. 618\u2013621 (2006)","DOI":"10.1109\/ICPR.2006.977"}],"container-title":["Lecture Notes in Computer Science","Multimedia Content Analysis and Mining"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-73417-8_30.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,19]],"date-time":"2025-01-19T11:48:43Z","timestamp":1737287323000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-73417-8_30"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540734161"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-73417-8_30","relation":{},"subject":[]}}