{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T14:39:38Z","timestamp":1761662378716},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2006,3,24]],"date-time":"2006-03-24T00:00:00Z","timestamp":1143158400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Multimedia Systems"],"published-print":{"date-parts":[[2006,8]]},"DOI":"10.1007\/s00530-006-0024-2","type":"journal-article","created":{"date-parts":[[2006,3,23]],"date-time":"2006-03-23T16:16:51Z","timestamp":1143130611000},"page":"45-54","source":"Crossref","is-referenced-by-count":66,"title":["View-invariant motion trajectory-based activity classification and recognition"],"prefix":"10.1007","volume":"12","author":[{"given":"Faisal I.","family":"Bashir","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ashfaq A.","family":"Khokhar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dan","family":"Schonfeld","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2006,3,24]]},"reference":[{"key":"24_CR1","doi-asserted-by":"crossref","unstructured":"Bashir, F., Khanvilkar, S., Schonfeld, D., Khokhar, A.: Multimedia systems: content-based indexing and retrieval. In: Chen, W.K. (ed.) The Electrical Engineering Handbook, Sect. 4, Chapter 6. Academic Press (2004)","DOI":"10.1016\/B978-012170960-0\/50032-3"},{"key":"24_CR2","doi-asserted-by":"crossref","unstructured":"Bashir, F., Khokhar, A., Schonfeld, D.: Segmented trajectory based indexing and retrieval of video data. In: International Conference on Image Processing. Barcelona, Spain (2003)","DOI":"10.1109\/ICIP.2003.1246757"},{"key":"24_CR3","doi-asserted-by":"crossref","unstructured":"Bashir, F., Khokhar, A., Schonfeld, D.: A hybrid system for affine-invariant trajectory retrieval. ACM SIGMM Multimedia Information Retrieval Workshop, New York, NY (2004)","DOI":"10.1145\/1026711.1026750"},{"key":"24_CR4","doi-asserted-by":"crossref","unstructured":"Bashir, F., Khokhar, A.: Curvature scale space based affine-invariant trajectory retrieval. In: IEEE International Multitopic Conference, INMIC 2004. Lahore, Pakistan (2004)","DOI":"10.1145\/1026711.1026750"},{"key":"24_CR5","doi-asserted-by":"crossref","unstructured":"Bashir, F., Khokhar, A., Schonfeld, D.: Automatic object trajectory-based motion recognition using gaussian mixture models. In: IEEE International Conference on Multimedia & Expo (ICME 2005). Amsterdam, the Netherlands (2005)","DOI":"10.1109\/ICME.2005.1521725"},{"key":"24_CR6","doi-asserted-by":"crossref","unstructured":"Bashir, F., Qu, W., Khokhar, A., Schonfeld, D.: HMM-based motion recognition system using segmented PCA. In: IEEE International Conference on Image Processing (ICIP 2005). Genoa, Italy (2005)","DOI":"10.1109\/ICIP.2005.1530635"},{"key":"24_CR7","doi-asserted-by":"crossref","unstructured":"Brand, M., Oliver, N., Pentland, A.: Coupled hidden markov models for complex action recognition. In: Proceedings Conference on Computer Vision and Pattern Recognition, p. 994 (1997)","DOI":"10.1109\/CVPR.1997.609450"},{"key":"24_CR8","doi-asserted-by":"crossref","unstructured":"Buzan, D., Sclaroff, S., Kollios, G.: Extraction and clustering of motion trajectories in video. In: International Conference on Pattern Recognition (2004)","DOI":"10.1109\/ICPR.2004.1334287"},{"issue":"1","key":"24_CR9","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1142\/S0218001401000794","volume":"15","author":"T. Caelli","year":"2001","unstructured":"Caelli, T., McCabe, A., Briscoe, G.: Shape tracking and production using hidden markov models. Int. J. Pattern Recognit. Artificial Intell. 15(1), 197\u2013221 (2001)","journal-title":"Int. J. Pattern Recognit. Artificial Intell."},{"key":"24_CR10","doi-asserted-by":"crossref","unstructured":"Chang, S.F., Chen, W., Meng, H.J., Sundaram, H., Zhong, D.: A fully automated content-based video search engine supporting spatiotemporal queries. IEEE Trans. Circ. Sys. Video Techn. 8(5) (1998)","DOI":"10.1109\/76.718507"},{"key":"24_CR11","doi-asserted-by":"crossref","unstructured":"Chen, L., Ozsu, M.T., Oria, V.: Symbolic representation and retrieval of moving object trajectories. ACM SIGMM Multimedia Information Retrieval Workshop. New York (2004)","DOI":"10.1145\/1026711.1026749"},{"key":"24_CR12","volume-title":"On the Use of Gaussian Mixture Model for Speaker Variability Analysis","author":"T. Chen","year":"2002","unstructured":"Chen, T., Huang, C., Chang, C., Wang, J.: On the Use of Gaussian Mixture Model for Speaker Variability Analysis. ICSLP. Denver, Colorado (2002)"},{"key":"24_CR13","volume-title":"Motion Trajectory Matching of Video Objects","author":"W. Chen","year":"2000","unstructured":"Chen, W., Chang, S.F.: Motion Trajectory Matching of Video Objects. SPIE. San Jose, CA (2000)"},{"key":"24_CR14","unstructured":"Cheung, S., Zakhor, A.: Fast similarity search on video sequences. In: Proceedings IEEE International Conference on Image Processing (2003)"},{"issue":"1","key":"24_CR15","doi-asserted-by":"crossref","first-page":"88","DOI":"10.1109\/83.817601","volume":"9","author":"S. Dagtas","year":"2000","unstructured":"Dagtas, S., Al-Khatib, W., Ghafoor, A., Kashyap, R.: Models for motion-based video indexing and retrieval. IEEE Trans. Image Process. 9(1), 88\u2013101 (2000)","journal-title":"IEEE Trans. Image Process."},{"key":"24_CR16","doi-asserted-by":"crossref","unstructured":"Dimitrova, N., Golshani, F.: Motion recovery for video content classification. ACM Trans. Inf. Syst. 13(4), 408\u2013439","DOI":"10.1145\/211430.211433"},{"key":"24_CR17","volume-title":"Multiple View Geometry in Computer Vision","author":"R. Hartley","year":"2003","unstructured":"Hartley, R., Zisserman, A.: Multiple View Geometry in Computer Vision. Cambridge University Press, Cambridge (2003)"},{"key":"24_CR18","unstructured":"Hettich, S., Bay, S.D.: The UCI KDD Archive [ http:\/\/kdd.ics.uci.edu ]. University of California, Department of Information and Computer Science, Irvine, California (1999)"},{"key":"24_CR19","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1016\/j.cviu.2004.02.005","volume":"96","author":"S. Hongeng","year":"2004","unstructured":"Hongeng, S., Nevatia, R., Bremond, F.: Video-based event recognition: Activity representation and probabilistic recognition methods. Comput. Vis. Image Understanding 96, 129\u2013162 (2004)","journal-title":"Comput. Vis. Image Understanding"},{"key":"24_CR20","doi-asserted-by":"crossref","first-page":"414","DOI":"10.1006\/cviu.2000.0896","volume":"81","author":"S.S. Intille","year":"2001","unstructured":"Intille, S.S., Bobick, A.F.: Recognizing planned, multiperson action. Comput. Vis. Image Understanding 81, 414\u2013445 (2001)","journal-title":"Comput. Vis. Image Understanding"},{"key":"24_CR21","doi-asserted-by":"crossref","unstructured":"Isard, M., Blake, A.: A Mixed-State CONDENSATION tracker with automatic model-switching. In: Proceedings of the International Conference on Computer Vision, pp. 107\u2013112 (1998)","DOI":"10.1109\/ICCV.1998.710707"},{"issue":"8","key":"24_CR22","doi-asserted-by":"crossref","first-page":"852","DOI":"10.1109\/34.868686","volume":"22","author":"Y.A. Ivanov","year":"2000","unstructured":"Ivanov, Y.A., Bobick, A.F.: Recognition of visual activities and interactions by stochastic parsing. IEEE Trans. Pattern Anal. Machine Intell. 22(8), 852\u2013872 (2000)","journal-title":"IEEE Trans. Pattern Anal. Machine Intell."},{"issue":"2","key":"24_CR23","doi-asserted-by":"crossref","first-page":"201","DOI":"10.3758\/BF03212378","volume":"14","author":"G. Johansson","year":"1973","unstructured":"Johansson, G.: Visual perception of biological motion and a model for its analysis. Percept. Psychophys. 14(2), 201\u2013211 (1973)","journal-title":"Percept. Psychophys."},{"key":"24_CR24","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-1904-8","volume-title":"Principal Component Analysis","author":"I.T. Jolliffe","year":"1986","unstructured":"Jolliffe, I.T.: Principal Component Analysis. Springer-Verlag, New York (1986)"},{"key":"24_CR25","unstructured":"Katz, B., Lin, J., Stauffer, C., Grimson, E.: Answering questions about moving objects in surveillance videos. In: Proceedings of AAAI Spring Symposium on New Directions in Question Answering (2003)"},{"key":"24_CR26","doi-asserted-by":"crossref","unstructured":"Moghaddam, B., Wahid, W., Pentland, A.: Beyond EigenFaces: probabilistic matching for face recognition. In: International Conference on Automatic Face and Gesture Recognition. Nara, Japan (1998)","DOI":"10.1109\/AFGR.1998.670921"},{"key":"24_CR27","doi-asserted-by":"crossref","unstructured":"Mokhtarian, F., Abbasi, S.: Retrieval of similar shapes under affine transformation. In: Proceedings of the International Conference on Visual Information Systems. Amsterdam, The Netherlands, pp. 566\u2013574 (1999)","DOI":"10.1007\/3-540-48762-X_70"},{"key":"24_CR28","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-017-0343-7","volume-title":"Curvature Scale Space Representation: Theory, Applications, and MPEG-7 Standardization","author":"F. Mokhtarian","year":"2003","unstructured":"Mokhtarian, F., Bober, M.: Curvature Scale Space Representation: Theory, Applications, and MPEG-7 Standardization. Kluwer Academic Publishers, Netherlands (2003)"},{"key":"24_CR29","doi-asserted-by":"crossref","unstructured":"Naphade, M., Kozintsev, I., Huang, T.: Factor graph framework for semantic video indexing. IEEE Trans. Circuits Syst. Video Technol. 12(1) (2002)","DOI":"10.1109\/76.981844"},{"key":"24_CR30","doi-asserted-by":"crossref","unstructured":"Oliver, N.M., Rosario, B., Pentland, A.: A bayesian computer vision system for modeling human interactions. IEEE Trans. Pattern Anal Machine Intell. 22(8), 831\u2013843","DOI":"10.1109\/34.868684"},{"issue":"6","key":"24_CR31","doi-asserted-by":"crossref","first-page":"545","DOI":"10.1109\/34.387502","volume":"17","author":"A. Pentland","year":"1995","unstructured":"Pentland, A., Sclaroff, S.: Modal matching for correspondence and recognition. IEEE Trans. Pattern Anal Machine Intell. 17(6), 545\u2013561 (1995)","journal-title":"IEEE Trans. Pattern Anal Machine Intell."},{"key":"24_CR32","unstructured":"Porikli, F.M.: Trajectory distance metric using hidden markov model based representation. In: Sixth IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, PETS (2004)"},{"key":"24_CR33","doi-asserted-by":"crossref","unstructured":"Rabiner, L.R.: A tutorial on Hidden Markov Models and selected applications in speech recognition. In: Proceedings of the IEEE, vol. 77, pp. 257\u2013286 (1989)","DOI":"10.1109\/5.18626"},{"issue":"4","key":"24_CR34","doi-asserted-by":"crossref","first-page":"595","DOI":"10.1016\/0031-3203(93)90113-B","volume":"26","author":"K. Rangarajan","year":"1993","unstructured":"Rangarajan, K., Allen, W., Shah, M.: Matching motion trajectories using scale-space. Pattern Recognit. 26(4), 595\u2013610 (1993)","journal-title":"Pattern Recognit."},{"issue":"2","key":"24_CR35","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1023\/A:1020350100748","volume":"50","author":"C. Rao","year":"2002","unstructured":"Rao, C., Yilmaz, A., Shah, M.: View-invariant representation and recognition of actions. Int. J. Comput. Vis. 50(2), 203\u2013226 (2002)","journal-title":"Int. J. Comput. Vis."},{"key":"24_CR36","doi-asserted-by":"crossref","unstructured":"Rea, N., Dahyot, R., Kokaram, A.: Semantic event detection in sports through motion understanding. In: Proceedings of Conference on Image and Video Retrieval. Dublin, Ireland (2004)","DOI":"10.1007\/978-3-540-27814-6_14"},{"key":"24_CR37","unstructured":"Sahouria, E., Zakhor, A.: A Trajectory based video indexing system for street surveillance. In: IEEE International Conference on Image Processing (1999)"},{"key":"24_CR38","doi-asserted-by":"crossref","first-page":"154","DOI":"10.1006\/jvci.1999.0432","volume":"11","author":"D. Schonfeld","year":"2000","unstructured":"Schonfeld, D., Lelescu, D.: VORTEX: Video retrieval and tracking from compressed multimedia databases\u2014multiple object tracking from MPEG-2 bitstream (Invited Paper). J. Vis. Commun. Image Representation 11, 154\u2013182 (2000)","journal-title":"J. Vis. Commun. Image Representation"},{"key":"24_CR39","doi-asserted-by":"crossref","unstructured":"Vlachos, M., Kollios, G., Gunopulos, D.: Discovering similar multidimensional trajectories. In: Proceedings of the International Conference on Data Engineering, p. 673 (2002)","DOI":"10.1109\/ICDE.2002.994784"},{"key":"24_CR40","doi-asserted-by":"crossref","unstructured":"Wilson, A.A., Bobick, A.F.: Hidden Markov Models for modelling and recognizing gesture under variation. Hidden Markov Models: Appl. Comput. Vis. pp. 123\u2013160 (2001)","DOI":"10.1142\/9789812797605_0007"},{"key":"24_CR41","doi-asserted-by":"crossref","unstructured":"Xie, L., Chang, S.F., Divakaran, A., Sun, H.: Structure analysis of soccer video with Hidden Markov Models. In: IEEE International Conference on Acoustic, Speech and Signal Processing. Orlando, FL (2002)","DOI":"10.1109\/ICASSP.2002.5745558"},{"key":"24_CR42","volume-title":"Image retrieval based on shape. Ph.D Thesis","author":"D.S. Zhang","year":"2003","unstructured":"Zhang, D.S.: Image retrieval based on shape. Ph.D Thesis, Monash University, Australia (2003)"}],"container-title":["Multimedia Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-006-0024-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00530-006-0024-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-006-0024-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,6]],"date-time":"2023-05-06T21:04:58Z","timestamp":1683407098000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00530-006-0024-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,3,24]]},"references-count":42,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2006,8]]}},"alternative-id":["24"],"URL":"https:\/\/doi.org\/10.1007\/s00530-006-0024-2","relation":{},"ISSN":["0942-4962","1432-1882"],"issn-type":[{"value":"0942-4962","type":"print"},{"value":"1432-1882","type":"electronic"}],"subject":[],"published":{"date-parts":[[2006,3,24]]}}}