{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T20:04:52Z","timestamp":1725739492606},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642397585"},{"type":"electronic","value":"9783642397592"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-39759-2_7","type":"book-chapter","created":{"date-parts":[[2013,7,5]],"date-time":"2013-07-05T10:46:17Z","timestamp":1373021177000},"page":"92-106","source":"Crossref","is-referenced-by-count":1,"title":["Learning Graph Laplacian for Image Segmentation"],"prefix":"10.1007","author":[{"given":"Sergey","family":"Milyaev","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Olga","family":"Barinova","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"7_CR1","unstructured":"Boykov, Y., Jolly, M.P.: Interactive graph cuts for optimal boundary and region segmentation of objects in n-d images. In: ICCV, vol.\u00a01, pp. 105\u2013112 (2001)"},{"key":"7_CR2","doi-asserted-by":"crossref","unstructured":"Kohli, P., Ladicky, L., Torr, P.: Robust higher order potentials for enforcing label consistency. In: CVPR (2008)","DOI":"10.1109\/CVPR.2008.4587417"},{"key":"7_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1007\/978-3-642-15555-0_18","volume-title":"Computer Vision \u2013 ECCV 2010","author":"L. Ladicky","year":"2010","unstructured":"Ladicky, L., Russell, C., Kohli, P., Torr, P.H.S.: Graph cut based inference with co-occurrence statistics. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part V. LNCS, vol.\u00a06315, pp. 239\u2013253. Springer, Heidelberg (2010)"},{"key":"7_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"582","DOI":"10.1007\/978-3-540-88688-4_43","volume-title":"Computer Vision \u2013 ECCV 2008","author":"M. Szummer","year":"2008","unstructured":"Szummer, M., Kohli, P., Hoiem, D.: Learning CRFs using graph cuts. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part II. LNCS, vol.\u00a05303, pp. 582\u2013595. Springer, Heidelberg (2008)"},{"key":"7_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1007\/978-3-642-15567-3_8","volume-title":"Computer Vision \u2013 ECCV 2010","author":"S. Nowozin","year":"2010","unstructured":"Nowozin, S., Gehler, P.V., Lampert, C.H.: On parameter learning in CRF-based approaches to object class image segmentation. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part VI. LNCS, vol.\u00a06316, pp. 98\u2013111. Springer, Heidelberg (2010)"},{"issue":"11","key":"7_CR6","doi-asserted-by":"publisher","first-page":"1768","DOI":"10.1109\/TPAMI.2006.233","volume":"28","author":"L. Grady","year":"2006","unstructured":"Grady, L.: Random walks for image segmentation. IEEE Trans. on Pattern Analysis and Machine Intelligence\u00a028(11), 1768\u20131783 (2006)","journal-title":"IEEE Trans. on Pattern Analysis and Machine Intelligence"},{"key":"7_CR7","doi-asserted-by":"crossref","unstructured":"Levin, A., Lischinski, D., Weiss, Y.: A closed form solution to natural image matting. IEEE Trans. on Pattern Analysis and Machine Intelligence (2008)","DOI":"10.1109\/TPAMI.2007.1177"},{"key":"7_CR8","doi-asserted-by":"crossref","unstructured":"Singaraju, D., Grady, L., Vidal, R.: P-brush: Continuous valued mrfs with normed pairwise distributions for image segmentation. In: CVPR (2009)","DOI":"10.1109\/CVPRW.2009.5206669"},{"key":"7_CR9","doi-asserted-by":"crossref","unstructured":"Duchenne, O., Audibert, J.Y., Keriven, R., Ponce, J., Segonne, F.: Segmentation by transduction. In: CVPR (2008)","DOI":"10.1109\/CVPR.2008.4587419"},{"key":"7_CR10","doi-asserted-by":"crossref","unstructured":"Hein, M., Audibert, J.Y., von Luxburg, U.: From graphs to manifolds - weak and strong pointwise consistency of graph laplacians. ArXiv Preprint, Journal of Machine Learning Research (2006) (forthcoming)","DOI":"10.1007\/11503415_32"},{"key":"7_CR11","doi-asserted-by":"crossref","unstructured":"Zhou, H., Cheng, Q.: O(n) implicit subspace embedding for unsupervised multi-scale image segmentation, pp. 2209\u20132215 (2011)","DOI":"10.1109\/CVPR.2011.5995606"},{"key":"7_CR12","doi-asserted-by":"publisher","first-page":"1373","DOI":"10.1162\/089976603321780317","volume":"15","author":"M. Belkin","year":"2003","unstructured":"Belkin, M., Niyogi, P.: Laplacian eigenmaps for dimensionality reduction and data representation. Neural Computataion\u00a015, 1373\u20131396 (2003)","journal-title":"Neural Computataion"},{"key":"7_CR13","unstructured":"Coifman, R.R., Shkolnisky, Y., Sigworth, F.J., Singer, A.: Graph laplacian tomography from unknown random projections. IEEE Trans. on Image Processing"},{"key":"7_CR14","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"486","DOI":"10.1007\/11503415_33","volume-title":"Learning Theory","author":"M. Belkin","year":"2005","unstructured":"Belkin, M., Niyogi, P.: Towards a theoretical foundation for laplacian-based manifold methods. In: Auer, P., Meir, R. (eds.) COLT 2005. LNCS (LNAI), vol.\u00a03559, pp. 486\u2013500. Springer, Heidelberg (2005)"},{"key":"7_CR15","doi-asserted-by":"crossref","unstructured":"Fulkerson, B., Vedaldi, A., Soatto, S.: Class segmentation and object localization with superpixel neighborhoods. In: ICCV (2009)","DOI":"10.1109\/ICCV.2009.5459175"},{"key":"7_CR16","doi-asserted-by":"crossref","unstructured":"Shotton, J., Johnson, M., Cipolla, R.: Semantic texton forests for image categorization and segmentation (2008)","DOI":"10.1109\/CVPR.2008.4587503"},{"key":"7_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"481","DOI":"10.1007\/978-3-540-88690-7_36","volume-title":"Computer Vision \u2013 ECCV 2008","author":"C. Pantofaru","year":"2008","unstructured":"Pantofaru, C., Schmid, C., Hebert, M.: Object recognition by integrating multiple image segmentations. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part III. LNCS, vol.\u00a05304, pp. 481\u2013494. Springer, Heidelberg (2008)"}],"container-title":["Lecture Notes in Computer Science","Transactions on Computational Science XIX"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-39759-2_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,15]],"date-time":"2019-05-15T12:43:55Z","timestamp":1557924235000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-39759-2_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642397585","9783642397592"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-39759-2_7","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}