{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T18:22:35Z","timestamp":1771698155104,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":41,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642153891","type":"print"},{"value":"9783642153907","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-15390-7_47","type":"book-chapter","created":{"date-parts":[[2010,9,3]],"date-time":"2010-09-03T08:14:41Z","timestamp":1283501681000},"page":"454-463","source":"Crossref","is-referenced-by-count":13,"title":["Human Tracking: A State-of-Art Survey"],"prefix":"10.1007","author":[{"given":"Junzo","family":"Watada","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zalili","family":"Musa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lakhmi C.","family":"Jain","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"John","family":"Fulcher","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"4","key":"47_CR1","first-page":"495","volume":"42","author":"Z.B. Musa","year":"2006","unstructured":"Musa, Z.B., Watada, J.: A Grid-Computing Based Multi-Camera Tracking System for Vehicle Plate Recognition. Kybernetika Journal, Czech Republic\u00a042(4), 495\u2013514 (2006)","journal-title":"Kybernetika Journal, Czech Republic"},{"key":"47_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"476","DOI":"10.1007\/3-540-55426-2_53","volume-title":"Computer Vision - ECCV \u201992","author":"F. Meyer","year":"1992","unstructured":"Meyer, F., Bouthemy, P.: Region-based tracking in an image sequence. In: Sandini, G. (ed.) ECCV 1992. LNCS, vol.\u00a0588, pp. 476\u2013484. Springer, Heidelberg (1992)"},{"key":"47_CR3","unstructured":"Collins, R.T., Lipton, A.J., Kanade, T., Fujiyoshi, H., Duggins, D., Tsin, Y., Tolliver, D., Enomoto, N., Hasegawa, O.: System for Video Surveillance and Monitoring, Technical report CMU-RI-TR-00-12, Robotics Institute, Carnegie Mellon University (2000)"},{"issue":"13","key":"47_CR4","first-page":"1","volume":"38","author":"A. Yilmaz","year":"2006","unstructured":"Yilmaz, A., Javed, O., Shah, M.: Object tracking: A survey. ACM Computing Surveys (CSUR)\u00a038(13), 1\u201345 (2006)","journal-title":"ACM Computing Surveys (CSUR)"},{"key":"47_CR5","doi-asserted-by":"crossref","unstructured":"Yokoyama, M., Poggio, T.: A Contour-Based Moving Object Detection and Tracking. In: IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance, pp. 271\u2013276 (2005)","DOI":"10.1109\/VSPETS.2005.1570925"},{"key":"47_CR6","doi-asserted-by":"crossref","unstructured":"Cao, Y.-y., Xu, G.-y., Riegel, T.: Moving Object Contour Detection Based on S-T Characteristics in Surveillance, Human Interface and the Management of Information. In: Methods, Techniques and Tools in Information Design, pp. 575\u2013583 (2007)","DOI":"10.1007\/978-3-540-73345-4_66"},{"key":"47_CR7","unstructured":"Wang, Y., Teoh, E.K., Shen, D.: Lane Detection Using B-Snake. In: International Conference on Information, Intelligence, and Systems, p. 438 (1999)"},{"key":"47_CR8","unstructured":"Yokoi, K.: Probabilistic BPRRC: Robust Change Detection against Illumination Changes and Background Movements. In: Conference on Machine Vision Applications, MVA 2009, pp. 148\u2013151 (2009)"},{"key":"47_CR9","doi-asserted-by":"crossref","unstructured":"Haritaoglu, I., Harwood, D., Davis, L.S.: W4: real-time surveillance of people and their activities. In: Pattern Analysis and Machine Intelligence, pp. 809\u2013830 (2000)","DOI":"10.1109\/34.868683"},{"issue":"3","key":"47_CR10","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1023\/B:SUPE.0000045210.48347.ee","volume":"30","author":"S. Ghiasi","year":"2004","unstructured":"Ghiasi, S., Moon, H.J., Nahapetian, A., Sarrafzadeh, M.: Collaborative and Reconfigurable Object Tracking. The Journal of Supercomputing\u00a030(3), 213\u2013238 (2004)","journal-title":"The Journal of Supercomputing"},{"key":"47_CR11","volume-title":"Introduction to Non-Parametric Detection with Applications","author":"J.D. Gibson","year":"1975","unstructured":"Gibson, J.D., Melsa, J.L.: Introduction to Non-Parametric Detection with Applications. Academic Press, New York (1975)"},{"key":"47_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"751","DOI":"10.1007\/3-540-45053-X_48","volume-title":"Computer Vision - ECCV 2000","author":"A.M. Elgammal","year":"2000","unstructured":"Elgammal, A.M., Harwood, D., Davis, L.S.: Non-parametric Model for Background Subtraction. In: Vernon, D. (ed.) ECCV 2000. LNCS, vol.\u00a01843, pp. 751\u2013767. Springer, Heidelberg (2000)"},{"key":"47_CR13","doi-asserted-by":"crossref","unstructured":"Siddiqui, M., Medioni, G.: Real Time Limb Tracking with Adaptive Model Selection. In: International Conference on Pattern Recognition (ICPR 2006), vol.\u00a04, pp. 770\u2013773 (2006)","DOI":"10.1109\/ICPR.2006.955"},{"issue":"1","key":"47_CR14","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1109\/TIT.1975.1055330","volume":"21","author":"K. Fukunaga","year":"1975","unstructured":"Fukunaga, K., Hostetler, L.: The estimation of the gradient of a density function, with applications in pattern recognition. IEEE Transactions on Information Theory\u00a021(1), 32\u201340 (1975)","journal-title":"IEEE Transactions on Information Theory"},{"issue":"8","key":"47_CR15","doi-asserted-by":"publisher","first-page":"790","DOI":"10.1109\/34.400568","volume":"17","author":"Y. Cheng","year":"1995","unstructured":"Cheng, Y.: Mean shift, mode seeking, and clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a017(8), 790\u2013799 (1995)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"5","key":"47_CR16","doi-asserted-by":"publisher","first-page":"603","DOI":"10.1109\/34.1000236","volume":"24","author":"D. Comaniciu","year":"2002","unstructured":"Comaniciu, D., Meer, P.: Mean shift: A robust approach toward feature space analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a024(5), 603\u2013619 (2002)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"47_CR17","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1109\/21.141311","volume":"22","author":"G. Healey","year":"1992","unstructured":"Healey, G.: Segmenting images using normalized color. IEEE Trans. Syst., Man, Cybern.\u00a022, 64\u201373 (1992)","journal-title":"IEEE Trans. Syst., Man, Cybern."},{"key":"47_CR18","doi-asserted-by":"publisher","first-page":"1217","DOI":"10.1016\/0031-3203(92)90023-C","volume":"25","author":"C.L. Huang","year":"1992","unstructured":"Huang, C.L., Cheng, T.Y., Chen, C.C.: Color image segmentation using scale space filter and Markov random fields. Pattern Recognit.\u00a025, 1217\u20131229 (1992)","journal-title":"Pattern Recognit."},{"key":"47_CR19","doi-asserted-by":"crossref","unstructured":"Huang, Z.-K., Xie, Y.-M., Liu, D.-H., Hou, L.-Y.: Using Fuzzy C-means Cluster for Histogram-Based Color Image Segmentation. In: International Conference on Information Technology and Computer Science, pp. 597\u2013600 (2009)","DOI":"10.1109\/ITCS.2009.130"},{"key":"47_CR20","doi-asserted-by":"crossref","unstructured":"Ho, M.A.T., Yamada, Y., Umetani, Y.: An HMM-based temporal difference learning with model-updating capability for visual tracking of human communicational behaviors. In: Proceedings of Fifth IEEE International Conference on Automatic Face and Gesture Recognition, pp. 163\u2013168 (2002)","DOI":"10.1109\/AFGR.2002.1004150"},{"key":"47_CR21","doi-asserted-by":"crossref","unstructured":"Lipton, A.J., Fujiyoshi, H., Patil, R.S.: Moving target classification and tracking from real-time video. In: Proc. IEEE Workshop Applications of Computer Vision, pp. 8\u201314 (1998)","DOI":"10.1109\/ACV.1998.732851"},{"key":"47_CR22","doi-asserted-by":"crossref","unstructured":"Pai, C.-J., Tyan, H.-R., Liang, Y.-M., Liao, H.-Y.M., Chen, S.-W.: Pedestrian detection and tracking at crossroads. In: International Conference on Image Processing (ICIP 2003), vol.\u00a03, pp. II-101-4 (2003)","DOI":"10.1109\/ICIP.2003.1246626"},{"key":"47_CR23","first-page":"340","volume":"1","author":"Z. Qui","year":"2003","unstructured":"Qui, Z., Yao, D., Zhang, Y., Ma, D., Liu, X.: The study of the detection of pedestrian and bicycle using image processing. Intelligent Transportation Systems\u00a01, 340\u2013345 (2003)","journal-title":"Intelligent Transportation Systems"},{"key":"47_CR24","doi-asserted-by":"crossref","unstructured":"Dickinson, P., Hunter, A.: Scene modeling using an adaptive mixture of Gaussians in color and space. In: IEEE Conference on Advanced Video and Signal Based Surveillance, pp. 64\u201369 (2005)","DOI":"10.1109\/AVSS.2005.1577244"},{"key":"47_CR25","doi-asserted-by":"crossref","unstructured":"Stauffer, C., Grimson, W.: Adaptive Background Mixture Models for Real-Time Tracking. In: Proc. of IEEE Conference on Computer Vision and Pattern Recognition, pp. 246\u2013252 (1999)","DOI":"10.1109\/CVPR.1999.784637"},{"key":"47_CR26","doi-asserted-by":"crossref","unstructured":"Weng, J., Zhang, Y., Hwang, W.S.: Candid covariance-free incremental principal component analysis. PAMI\u00a025(8) (2003)","DOI":"10.1109\/TPAMI.2003.1217609"},{"key":"47_CR27","unstructured":"Li, Y.: Perceptually inspired image estimation and enhancement, Thesis (Ph. D.) Massachusetts Institute of Technology, Dept. of Brain and Cognitive Sciences (2009)"},{"issue":"6","key":"47_CR28","doi-asserted-by":"publisher","first-page":"506","DOI":"10.1007\/s11741-005-0008-z","volume":"9","author":"Y.-f. Mao","year":"2005","unstructured":"Mao, Y.-f., Shi, P.-f.: Diversity sampling based kernel density estimation for background modeling. Journal of Shanghai University (English Edition)\u00a09(6), 506\u2013509 (2005)","journal-title":"Journal of Shanghai University (English Edition)"},{"issue":"Series D","key":"47_CR29","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1115\/1.3662552","volume":"82","author":"R.E. Kalman","year":"1960","unstructured":"Kalman, R.E.: A New Approach to Linear Filtering and Prediction Problems. Transactions of the ASME \u2013 Journal of Basic Engineering\u00a082(Series D), 35\u201345 (1960)","journal-title":"Transactions of the ASME \u2013 Journal of Basic Engineering"},{"issue":"6","key":"47_CR30","doi-asserted-by":"publisher","first-page":"1190","DOI":"10.1016\/j.jvcir.2006.03.004","volume":"17","author":"S. Weng","year":"2006","unstructured":"Weng, S., Kuo, C., Tu, S.: Video object tracking using adaptive Kalman filter. Journal of Visual Communication and Image Representation\u00a017(6), 1190\u20131208 (2006)","journal-title":"Journal of Visual Communication and Image Representation"},{"key":"47_CR31","unstructured":"Cuevas, E.V., Zald\u00edvar, D., Rojas, R.: Kalman Filter for Vision Tracking, Technical Report B-05-12, Freie Universit\u00e4t Berlin, Fachbereich Mathematik und Informatik (2005)"},{"key":"47_CR32","unstructured":"Cuevas, E.V., Zald\u00edvar, D., Rojas, R.: Particle Filter for Vision Tracking, Technical Report B-05-13, Freie Universit\u00e4t Berlin, Fachbereich Mathematik und Informatik (2005)"},{"key":"47_CR33","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1011","DOI":"10.1007\/978-3-540-87536-9_103","volume-title":"Artificial Neural Networks - ICANN 2008","author":"D. Weiler","year":"2008","unstructured":"Weiler, D., Willert, V., Eggert, J.: A Probabilistic Prediction Method for Object Contour Tracking. In: K\u016frkov\u00e1, V., Neruda, R., Koutn\u00edk, J. (eds.) ICANN 2008, Part I. LNCS, vol.\u00a05163, pp. 1011\u20131020. Springer, Heidelberg (2008)"},{"key":"47_CR34","doi-asserted-by":"crossref","unstructured":"Wang, T., Diao, Q., Zhang, Y., Song, G., Lai, C., Bradski, G.: A Dynamic Bayesian Network Approach to Multi-cue based Visual Tracking. In: Proceedings of the Pattern Recognition, 17th International Conference on (Icpr 2004), vol.\u00a02, pp. 167\u2013170 (2004)","DOI":"10.1109\/ICPR.2004.1334087"},{"key":"47_CR35","doi-asserted-by":"crossref","unstructured":"Tian, G., Hu, R., Wang, Z., Fu, Y.: Improved Object Tracking Algorithm Based on New HSV Color Probability Model. In: Proceedings of the 6th international Symposium on Neural Networks: Advances in Neural Networks - Part II, pp. 1145\u20131151 (2009)","DOI":"10.1007\/978-3-642-01510-6_130"},{"key":"47_CR36","doi-asserted-by":"crossref","unstructured":"Isard, M., Blake, A.: Contour tracking by stochastic propagation of conditional density. In: Proc. of the 4th European Conference on Computer Vision, vol.\u00a01, pp. 343\u2013356 (1996)","DOI":"10.1007\/BFb0015549"},{"key":"47_CR37","unstructured":"Xu, X., Li, B.: Rao-Blackwellised particle filter for tracking with application in visual surveillance. In: IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance, pp. 17\u201324 (2005)"},{"key":"47_CR38","doi-asserted-by":"crossref","unstructured":"Ye, Z., Liu, Z.-Q.: Tracking Human Hand Motion Using Genetic Particle Filter. In: IEEE International Conference on Systems, Man and Cybernetics (SMC 2006), vol.\u00a06, pp. 4942\u20134947 (Okt. 2006)","DOI":"10.1109\/ICSMC.2006.385089"},{"key":"47_CR39","doi-asserted-by":"crossref","unstructured":"Yeoh, P.Y., Abu-Bakar, S.A.R.: Maximum entropy method (MEM) for accurate motion tracking. In: Conference on Convergent Technologies for Asia-Pacific Region, TENCON 2003, vol.\u00a01, pp. 345\u2013349 (2003)","DOI":"10.1109\/TENCON.2003.1273342"},{"key":"47_CR40","doi-asserted-by":"crossref","unstructured":"Xiao, Y., Zhang, H., Wang, H.: Location Prediction for Tracking Moving Objects Based on Grey Theory. In: Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, vol.\u00a02, pp. 390\u2013394 (2007)","DOI":"10.1109\/FSKD.2007.388"},{"key":"47_CR41","first-page":"1","volume":"7","author":"K.B. How","year":"2006","unstructured":"How, K.B., Bin, A.S.K.: Implementing Fuzzy Logic in Planar Motion Tracking. Journal of Artificial Intelligence and Machine Learning\u00a07, 1\u201310 (2006)","journal-title":"Journal of Artificial Intelligence and Machine Learning"}],"container-title":["Lecture Notes in Computer Science","Knowledge-Based and Intelligent Information and Engineering Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-15390-7_47.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,25]],"date-time":"2025-02-25T13:50:17Z","timestamp":1740491417000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-15390-7_47"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642153891","9783642153907"],"references-count":41,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-15390-7_47","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010]]}}}