{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T16:00:06Z","timestamp":1761580806324,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":31,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540219835"},{"type":"electronic","value":"9783540246718"}],"license":[{"start":{"date-parts":[[2004,1,1]],"date-time":"2004-01-01T00:00:00Z","timestamp":1072915200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2004]]},"DOI":"10.1007\/978-3-540-24671-8_37","type":"book-chapter","created":{"date-parts":[[2010,8,4]],"date-time":"2010-08-04T04:52:44Z","timestamp":1280897564000},"page":"470-482","source":"Crossref","is-referenced-by-count":53,"title":["Adaptive Probabilistic Visual Tracking with Incremental Subspace Update"],"prefix":"10.1007","author":[{"given":"David","family":"Ross","sequence":"first","affiliation":[]},{"given":"Jongwoo","family":"Lim","sequence":"additional","affiliation":[]},{"given":"Ming-Hsuan","family":"Yang","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"37_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1007\/BFb0015548","volume-title":"Computer Vision - ECCV \u201996","author":"M.J. Black","year":"1996","unstructured":"Black, M.J., Jepson, A.D.: Eigentracking: Robust matching and tracking of articulated objects using view-based representation. In: Buxton, B., Cipolla, R. (eds.) ECCV 1996. LNCS, vol.\u00a01064, pp. 329\u2013342. Springer, Heidelberg (1996)"},{"key":"37_CR2","doi-asserted-by":"crossref","unstructured":"Morency, L.P., Rahimi, A., Darrell, T.: Adaptive view-based appearance models. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, vol.\u00a01, pp. 803\u2013810 (2003)","DOI":"10.1109\/CVPR.2003.1211435"},{"key":"37_CR3","doi-asserted-by":"crossref","unstructured":"Birchfield, S.: Elliptical head tracking using intensity gradient and color histograms. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 232\u2013237 (1998)","DOI":"10.1109\/CVPR.1998.698614"},{"key":"37_CR4","doi-asserted-by":"crossref","unstructured":"Wu, Y., Huang, T.: A co-inference approach for robust visual tracking. In: Proceedings of the Eighth IEEE International Conference on Computer Vision, vol.\u00a02, pp. 26\u201333 (2001)","DOI":"10.1109\/ICCV.2001.937590"},{"key":"37_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1007\/BFb0015549","volume-title":"Computer Vision - ECCV \u201996","author":"M. Isard","year":"1996","unstructured":"Isard, M., Blake, A.: Contour tracking by stochastic propagation of conditional density. In: Buxton, B., Cipolla, R. (eds.) ECCV 1996. LNCS, vol.\u00a01064, pp. 343\u2013356. Springer, Heidelberg (1996)"},{"key":"37_CR6","doi-asserted-by":"publisher","first-page":"322","DOI":"10.1109\/34.845375","volume":"22","author":"M. Cascia La","year":"2000","unstructured":"La Cascia, M., Sclaroff, S., Athitsos, V.: Fast, reliable head tracking under varying illumination: An approach based on registration of texture-mapped 3D models. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a022, 322\u2013336 (2000)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"37_CR7","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1006\/cviu.1999.0825","volume":"78","author":"M.J. Black","year":"2000","unstructured":"Black, M.J., Fleet, D.J., Yacoob, Y.: Robustly estimating changes in image appearance. Computer Vision and Image Understanding\u00a078, 8\u201331 (2000)","journal-title":"Computer Vision and Image Understanding"},{"key":"37_CR8","series-title":"Lecture Notes in Computer Science","first-page":"531","volume-title":"Computer Vision - ECCV 2002","author":"M. Harville","year":"2002","unstructured":"Harville, M.: A framework for high-level feedback to adaptive, per-pixel mixture of Gaussian background models. In: Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (eds.) ECCV 2002. LNCS, vol.\u00a02352, pp. 531\u2013542. Springer, Heidelberg (2002)"},{"key":"37_CR9","first-page":"1","volume-title":"Computational Models of Visual Processing","author":"E.H. Adelson","year":"1991","unstructured":"Adelson, E.H., Bergen, J.R.: The plenoptic function and the elements of early vision. In: Landy, M., Movshon, J.A. (eds.) Computational Models of Visual Processing, pp. 1\u201320. MIT Press, Cambridge (1991)"},{"key":"37_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1023\/A:1008005721484","volume":"28","author":"P.N. Belhumeur","year":"1998","unstructured":"Belhumeur, P.N., Kriegman, D.J.: What is the set of images of an object under all possible illumination conditions. International Journal of Computer Vision\u00a028, 1\u201316 (1998)","journal-title":"International Journal of Computer Vision"},{"key":"37_CR11","doi-asserted-by":"crossref","unstructured":"Hallinan, P.: A low-dimensional representation of human faces for arbitrary lighting conditions. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 995\u2013999 (1994)","DOI":"10.1109\/CVPR.1994.323941"},{"key":"37_CR12","doi-asserted-by":"crossref","unstructured":"Basri, R., Jacobs, D.: Lambertian reflectance and linear subspaces. In: Proceedings of the Eighth IEEE International Conference on Computer Vision, vol.\u00a02, pp. 383\u2013390 (2001)","DOI":"10.1109\/ICCV.2001.937651"},{"key":"37_CR13","unstructured":"Lucas, B., Kanade, T.: An iterative image registration technique with an application to stereo vision. In: Proceedings of International Joint Conference on Artificial Intelligence, pp. 674\u2013679 (1981)"},{"key":"37_CR14","doi-asserted-by":"crossref","unstructured":"Black, M.J., Fleet, D.J., Yacoob, Y.: A framework for modeling appearance change in image sequence. In: Proceedings of the Sixth IEEE International Conference on Computer Vision, pp. 660\u2013667 (1998)","DOI":"10.1109\/ICCV.1998.710788"},{"key":"37_CR15","doi-asserted-by":"crossref","unstructured":"Brand, M.: Morphable 3D models from video. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, vol.\u00a01, pp. 315\u2013322 (2001)","DOI":"10.1109\/CVPR.2001.990492"},{"key":"37_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"707","DOI":"10.1007\/3-540-47969-4_47","volume-title":"Computer Vision - ECCV 2002","author":"M. Brand","year":"2002","unstructured":"Brand, M.: Incremental singular value decomposition of uncertain data with missing values. In: Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (eds.) ECCV 2002. LNCS, vol.\u00a02350, pp. 707\u2013720. Springer, Heidelberg (2002)"},{"key":"37_CR17","doi-asserted-by":"publisher","first-page":"1371","DOI":"10.1109\/83.855432","volume":"9","author":"A. Levy","year":"2000","unstructured":"Levy, A., Lindenbaum, M.: Sequential Karhunen-Loeve basis extraction and its application to images. IEEE Transactions on Image Processing\u00a09, 1371\u20131374 (2000)","journal-title":"IEEE Transactions on Image Processing"},{"key":"37_CR18","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, 603\u2013619 (2002)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"37_CR19","doi-asserted-by":"publisher","first-page":"564","DOI":"10.1109\/TPAMI.2003.1195991","volume":"25","author":"D. Comaniciu","year":"2003","unstructured":"Comaniciu, D., Ramesh, V., Meer, P.: Kernel-based object tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a025, 564\u2013577 (2003)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"37_CR20","doi-asserted-by":"crossref","unstructured":"Hager, G., Belhumeur, P.: Real-time tracking of image regions with changes in geometry and illumination. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 403\u2013410 (1996)","DOI":"10.1109\/CVPR.1996.517104"},{"key":"37_CR21","doi-asserted-by":"crossref","unstructured":"Shashua, A.: Geometry and Photometry in 3D Visual Recognition. PhD thesis, Massachusetts Institute of Technology (1992)","DOI":"10.21236\/ADA259443"},{"key":"37_CR22","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"828","DOI":"10.1007\/BFb0055707","volume-title":"Computer Vision - ECCV\u201998","author":"F. Torre De la","year":"1998","unstructured":"De la Torre, F., Gong, S., McKenna, S.J.: View-based adaptive affine tracking. In: Burkhardt, H.-J., Neumann, B. (eds.) ECCV 1998. LNCS, vol.\u00a01406, pp. 828\u2013842. Springer, Heidelberg (1998)"},{"key":"37_CR23","doi-asserted-by":"crossref","unstructured":"Jepson, A.D., Fleet, D.J., El-Maraghi, T.F.: Robust online appearance models for visual tracking. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, vol.\u00a01, pp. 415\u2013422 (2001)","DOI":"10.1109\/CVPR.2001.990505"},{"key":"37_CR24","doi-asserted-by":"publisher","first-page":"1025","DOI":"10.1109\/34.722606","volume":"20","author":"G.D. Hager","year":"1998","unstructured":"Hager, G.D., Belhumeur, P.N.: Efficient region tracking with parametric models of geometry and illumination. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a020, 1025\u20131039 (1998)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"volume-title":"Learning in Graphical Models","year":"1999","key":"37_CR25","unstructured":"Jordan, M.I. (ed.): Learning in Graphical Models. MIT Press, Cambridge (1999)"},{"key":"37_CR26","doi-asserted-by":"publisher","first-page":"611","DOI":"10.1111\/1467-9868.00196","volume":"61","author":"M.E. Tipping","year":"1999","unstructured":"Tipping, M.E., Bishop, C.M.: Probabilistic principal component analysis. Journal of the Royal Statistical Society, Series B\u00a061, 611\u2013622 (1999)","journal-title":"Journal of the Royal Statistical Society, Series B"},{"key":"37_CR27","first-page":"626","volume-title":"Advances in Neural Information Processing Systems 10","author":"S. Roweis","year":"1997","unstructured":"Roweis, S.: EM algorithms for PCA and SPCA. In: Jordan, M.I., Kearns, M.J., Solla, S.A. (eds.) Advances in Neural Information Processing Systems 10, pp. 626\u2013632. MIT Press, Cambridge (1997)"},{"key":"37_CR28","doi-asserted-by":"publisher","first-page":"1886","DOI":"10.1109\/78.700961","volume":"46","author":"B. Champagne","year":"1998","unstructured":"Champagne, B., Liu, Q.G.: Plane rotation-based EVD updating schemes for efficient subspace tracking. IEEE Transactions on Signal Processing\u00a046, 1886\u20131900 (1998)","journal-title":"IEEE Transactions on Signal Processing"},{"key":"37_CR29","volume-title":"Matrix Computations","author":"G.H. Golub","year":"1996","unstructured":"Golub, G.H., Van Loan, C.F.: Matrix Computations. The Johns Hopkins University Press, Baltimore (1996)"},{"key":"37_CR30","volume-title":"Principal Component Analysis","author":"I.T. Jolliffe","year":"2002","unstructured":"Jolliffe, I.T.: Principal Component Analysis. Springer, Heidelberg (2002)"},{"key":"37_CR31","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"645","DOI":"10.1007\/3-540-47969-4_43","volume-title":"Computer Vision - ECCV 2002","author":"J. Vermaak","year":"2002","unstructured":"Vermaak, J., P\u00e9rez, P., Gangnet, M., Blake, A.: A framework for high-level feedback to adaptive, per-pixel mixture of Gaussian background models. In: Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (eds.) ECCV 2002. LNCS, vol.\u00a02350, pp. 645\u2013660. Springer, Heidelberg (2002)"}],"container-title":["Lecture Notes in Computer Science","Computer Vision - ECCV 2004"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-24671-8_37","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,23]],"date-time":"2025-02-23T19:46:26Z","timestamp":1740339986000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-24671-8_37"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540219835","9783540246718"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-24671-8_37","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2004]]}}}