{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,27]],"date-time":"2026-05-27T23:21:08Z","timestamp":1779924068162,"version":"3.53.1"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2015,7,1]],"date-time":"2015-07-01T00:00:00Z","timestamp":1435708800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100000781","name":"European Research Council","doi-asserted-by":"publisher","award":["259112"],"award-info":[{"award-number":["259112"]}],"id":[{"id":"10.13039\/501100000781","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004963","name":"European Community\u2019s Seventh Framework Programme","doi-asserted-by":"publisher","award":["FP7\/2007-2013"],"award-info":[{"award-number":["FP7\/2007-2013"]}],"id":[{"id":"10.13039\/501100004963","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["IIS 0917151"],"award-info":[{"award-number":["IIS 0917151"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100014036","name":"MURI","doi-asserted-by":"crossref","award":["N000140710747"],"award-info":[{"award-number":["N000140710747"]}],"id":[{"id":"10.13039\/100014036","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/100000003","name":"Boeing company","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000003","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2015,7,1]]},"DOI":"10.1109\/tpami.2014.2372766","type":"journal-article","created":{"date-parts":[[2014,12,2]],"date-time":"2014-12-02T20:42:13Z","timestamp":1417552933000},"page":"1373-1386","source":"Crossref","is-referenced-by-count":5,"title":["Parameter Estimation and Energy Minimization for Region-Based Semantic Segmentation"],"prefix":"10.1109","volume":"37","author":[{"given":"M. Pawan","family":"Kumar","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Haithem","family":"Turki","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dan","family":"Preston","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daphne","family":"Koller","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","first-page":"248","article-title":"ImageNet: A large-scale hierarchical image database","author":"deng","year":"0","journal-title":"Proc IEEE Conf Comput Vis Pattern Recog"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/34.969114"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/BF02592023"},{"key":"ref32","first-page":"503","article-title":"Tightening LP relaxations for MAP using message passing","author":"sontag","year":"0","journal-title":"Proc Int Conf Uncertainty Artif Intell"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390242"},{"key":"ref30","first-page":"806","article-title":"Beyond loose LP-relaxations: Optimizing MRFs by repairing cycles","author":"komodakis","year":"0","journal-title":"Proc 10th Eur Conf Comput Vis"},{"key":"ref37","article-title":"Making large-scale SVM learning practical","author":"joachims","year":"1999","journal-title":"Advances in Kernel Methods"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206846"},{"key":"ref35","author":"pearl","year":"1998","journal-title":"Probabilistic Reasoning in Intelligent Systems Networks of Plausible Inference"},{"key":"ref34","first-page":"1","article-title":"MRF optimization via dualdecomposition: Message-passing revisited","author":"komodakis","year":"0","journal-title":"Proc IEEE 11th Int Conf Comput Vis"},{"key":"ref10","first-page":"481","article-title":"Object recognition by integrating multiple segmentations","author":"pantofaru","year":"0","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-010-0420-4"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5540048"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587417"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459248"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539839"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459211"},{"key":"ref16","author":"bertsekas","year":"1999","journal-title":"Nonlinear Programming"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0275-4"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587597"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553523"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383203"},{"key":"ref4","first-page":"1","article-title":"TextonBoost: Joint appearance, shape and context modeling for multi-class object recognition and segmentation","author":"shotton","year":"0","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref27","first-page":"388","article-title":"Some network flow problems solved with pseudo-Boolean programming","volume":"13","author":"hammer","year":"0","journal-title":"Operations Res"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2000.855809"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2007.4408986"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/S0166-218X(01)00341-9"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587453"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206707"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.132"},{"key":"ref2","first-page":"ii-695","article-title":"Multiscale conditional random fields for image labeling","author":"he","year":"0","journal-title":"Proc IEEE Comput Soc Conf Comput Vis Pattern Recog"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.1999.790416"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.70844"},{"key":"ref20","first-page":"1189","article-title":"Self-paced learning for latentvariable models","author":"kumar","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126446"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5540072"},{"key":"ref42","first-page":"497","article-title":"Discriminative learning with latent variables for cluttered indoor scene understanding","author":"wang","year":"0","journal-title":"Proc 11th Eur Conf Comput Vis"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587440"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390195"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206567"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.856938"},{"key":"ref43","first-page":"277","article-title":"Image segmentation with abounding box prior","author":"lempitsky","year":"0","journal-title":"Proc IEEE 12th Int Conf Comput Vis"},{"key":"ref25","first-page":"608","article-title":"A linear programming formulation and approximation algorithms for the metric labelling problem","volume":"18","author":"chekuri","year":"2005","journal-title":"Discr Math"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/34\/7116666\/06971190.pdf?arnumber=6971190","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:05:10Z","timestamp":1642003510000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6971190\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,7,1]]},"references-count":44,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2014.2372766","relation":{},"ISSN":["0162-8828","2160-9292"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,7,1]]}}}