{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T23:23:31Z","timestamp":1749770611531,"version":"3.37.3"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2017,4,1]],"date-time":"2017-04-01T00:00:00Z","timestamp":1491004800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61571026"],"award-info":[{"award-number":["61571026"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004543","name":"China Scholarship Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Australian Government through the Department of Communications"},{"DOI":"10.13039\/501100000923","name":"Australian Research Council through the ICT Center of Excellence Program","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000923","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Image Process."],"published-print":{"date-parts":[[2017,4]]},"DOI":"10.1109\/tip.2017.2668218","type":"journal-article","created":{"date-parts":[[2017,2,13]],"date-time":"2017-02-13T21:36:13Z","timestamp":1487021773000},"page":"1887-1898","source":"Crossref","is-referenced-by-count":7,"title":["Stacked Learning to Search for Scene Labeling"],"prefix":"10.1109","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3933-8880","authenticated-orcid":false,"given":"Feiyang","family":"Cheng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xuming","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hong","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.147"},{"key":"ref38","first-page":"3533","article-title":"DARWIN: A framework for machine learning and computer vision research and development","volume":"13","author":"gould","year":"2012","journal-title":"J Mach Learn Res"},{"key":"ref33","first-page":"82","article-title":"Recurrent convolutional neural networks for scene parsing","author":"pinheiro","year":"2013","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref32","first-page":"109","article-title":"Efficient inference in fully connected CRFs with Gaussian edge potentials","author":"kr\u00e4henb\u00fchl","year":"2011","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298642"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2015.04.019"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298651"},{"key":"ref35","first-page":"2447","article-title":"Recursive context propagation network for semantic scene labeling","author":"sharma","year":"2014","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.231"},{"key":"ref10","first-page":"1","article-title":"Diverse M-best solutions in Markov random fields","author":"batra","year":"2012","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.386"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.251"},{"key":"ref12","first-page":"785","article-title":"Structured learning with approximate inference","author":"kulesza","year":"2007","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.31"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.154"},{"key":"ref15","first-page":"4923","article-title":"HC-search for structured prediction in computer vision","author":"lam","year":"2015","journal-title":"Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"369","DOI":"10.1613\/jair.4212","article-title":"HC-search: A learning framework for search-based structured prediction","volume":"50","author":"doppa","year":"2014","journal-title":"J Artif Intell Res"},{"key":"ref17","first-page":"1","article-title":"A reduction of imitation learning and structured prediction to no-regret online learning","volume":"1","author":"ross","year":"2011","journal-title":"Proc Int Conf Artif Intell Statist"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.304"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-008-0140-x"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-009-5108-8"},{"key":"ref4","first-page":"424","article-title":"What, where and how many? Combining object detectors and CRFs","author":"ladick\u00fd","year":"2010","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(05)80023-1"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459211"},{"key":"ref6","first-page":"357","article-title":"Semantic image segmentation with deep convolutional nets and fully connected CRFs","author":"chen","year":"2015","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref29","first-page":"53","article-title":"Block-coordinate Frank&#x2013;Wolfe optimization for structural SVMs","author":"lacoste-julien","year":"2013","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref5","first-page":"702","article-title":"Describing the scene as a whole: Joint object detection, scene classification and semantic segmentation","author":"yao","year":"2012","journal-title":"Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit"},{"key":"ref8","first-page":"1119","article-title":"Depth and surface normal estimation from monocular images using regression on deep features and hierarchical CRFs","author":"li","year":"2015","journal-title":"Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.179"},{"key":"ref2","first-page":"695","article-title":"Multiscale conditional random fields for image labeling","volume":"2","author":"he","year":"2004","journal-title":"Proc IEEE Comput Soc Conf Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995724"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/2629637"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.202"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10584-0_23"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-009-5106-x"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298974"},{"key":"ref42","first-page":"746","article-title":"Indoor segmentation and support inference from RGBD images","author":"silberman","year":"2012","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.161"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-006-0031-y"},{"key":"ref23","first-page":"2339","article-title":"Learning greedy policies for the easy-first framework","author":"xie","year":"2015","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.79"},{"key":"ref26","first-page":"671","article-title":"Stacked Sequential Learning","volume":"26","author":"cohen","year":"2005","journal-title":"Proc Int Joint Conf Artif Intell"},{"key":"ref43","first-page":"1","article-title":"Indoor semantic segmentation using depth information","author":"couprie","year":"2013","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref25","first-page":"57","article-title":"Stacked hierarchical labeling","author":"munoz","year":"2010","journal-title":"Proc Eur Conf Comput Vis"}],"container-title":["IEEE Transactions on Image Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/83\/7864504\/07851032.pdf?arnumber=7851032","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:27:11Z","timestamp":1642004831000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7851032\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,4]]},"references-count":45,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tip.2017.2668218","relation":{},"ISSN":["1057-7149","1941-0042"],"issn-type":[{"type":"print","value":"1057-7149"},{"type":"electronic","value":"1941-0042"}],"subject":[],"published":{"date-parts":[[2017,4]]}}}