{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T15:30:51Z","timestamp":1777390251279,"version":"3.51.4"},"reference-count":60,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2017,11,1]],"date-time":"2017-11-01T00:00:00Z","timestamp":1509494400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Signal Process. Mag."],"published-print":{"date-parts":[[2017,11]]},"DOI":"10.1109\/msp.2017.2742558","type":"journal-article","created":{"date-parts":[[2017,11,10]],"date-time":"2017-11-10T14:15:36Z","timestamp":1510323336000},"page":"39-49","source":"Crossref","is-referenced-by-count":43,"title":["Weakly Supervised Learning with Deep Convolutional Neural Networks for Semantic Segmentation: Understanding Semantic Layout of Images with Minimum Human Supervision"],"prefix":"10.1109","volume":"34","author":[{"given":"Seunghoon","family":"Hong","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4567-9091","authenticated-orcid":false,"given":"Suha","family":"Kwak","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bohyung","family":"Han","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6248065"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298780"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.178"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.162"},{"key":"ref30","first-page":"21","article-title":"SSD: Single shot multibox detector","author":"liu","year":"0","journal-title":"Proc European Conf Computer Vision"},{"key":"ref37","article-title":"Fully convolutional multi-class multiple instance learning","author":"pathak","year":"0","journal-title":"Proc Int Conf Learning Representations"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.209"},{"key":"ref35","first-page":"1742","article-title":"Weakly-and semi-supervised learning of a DCNN for semantic image segmentation","author":"papandreou","year":"0","journal-title":"Proc IEEE Int Conf Computer Vision"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.535"},{"key":"ref60","first-page":"391","article-title":"Edge boxes: Locating object proposals from edges","author":"zitnick","year":"0","journal-title":"Proc European Conf Computer Vision"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.250"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.348"},{"key":"ref29","first-page":"740","article-title":"Microsoft COCO: Common objects in context","author":"lin","year":"0","journal-title":"Proc European Conf Computer Vision"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.49"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.28"},{"key":"ref20","first-page":"876","article-title":"Exploiting saliency for object segmentation from image level labels","author":"khoreva","year":"0","journal-title":"Proc IEEE Conf Computer Vision and Pattern Recognition"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46493-0_42"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.5244\/C.30.92"},{"key":"ref24","first-page":"4111","article-title":"Weakly supervised semantic segmentation using superpixel pooling network","author":"kwak","year":"0","journal-title":"Proc AAAI Conf Artificial Intelligence"},{"key":"ref23","first-page":"109","article-title":"Efficient inference in fully connected CRFs with Gaussian edge potentials","author":"kr\u00e4henb\u00fchl","year":"0","journal-title":"Proc Neural Information Processing Systems"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.344"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5540060"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126299"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.544"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.319"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.179"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.249"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2014.01.010"},{"key":"ref54","article-title":"STC: A simple to complex framework for weakly-supervised semantic segmentation","author":"wei","year":"2016","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.511"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247757"},{"key":"ref10","first-page":"248","article-title":"ImageNet: A large-scale hierarchical image database","author":"deng","year":"0","journal-title":"Proc IEEE Conf Computer Vision and Pattern Recognition"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0275-4"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46484-8_6"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000022288.19776.77"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126343"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.123"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref16","first-page":"1495","article-title":"Decoupled deep neural network for semi-supervised semantic segmentation","author":"hong","year":"0","journal-title":"Proc Neural Information Processing Systems"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.349"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.239"},{"key":"ref19","author":"jia","year":"2017","journal-title":"Constrained deep weak supervision for histopathology image segmentation"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46478-7_34"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2017.7989025"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.396"},{"key":"ref5","article-title":"Semantic image segmentation with deep convolutional nets and fully connected CRFs","author":"chen","year":"0","journal-title":"Proc Int Conf Learning Representations"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.350"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.510"},{"key":"ref49","first-page":"388","article-title":"Learning semantic segmentation with weakly-annotated videos","author":"tokmakov","year":"0","journal-title":"Proc European Conf Computer Vision"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.191"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46493-0_14"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298682"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.220"},{"key":"ref47","article-title":"Striving for simplicity: The all convolutional net","author":"springenberg","year":"0","journal-title":"Proc Int Conf Learning Representations"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46484-8_25"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/1186562.1015720"}],"container-title":["IEEE Signal Processing Magazine"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/79\/8103076\/08103348.pdf?arnumber=8103348","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:39:29Z","timestamp":1641987569000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8103348\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11]]},"references-count":60,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/msp.2017.2742558","relation":{},"ISSN":["1053-5888"],"issn-type":[{"value":"1053-5888","type":"print"}],"subject":[],"published":{"date-parts":[[2017,11]]}}}