{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,21]],"date-time":"2026-01-21T06:17:27Z","timestamp":1768976247954,"version":"3.49.0"},"reference-count":63,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Beijing Natural Science Foundation Project","award":["M21019"],"award-info":[{"award-number":["M21019"]}]},{"name":"Tsinghua University Spring Breeze Fund","award":["2021Z99CFZ009"],"award-info":[{"award-number":["2021Z99CFZ009"]}]},{"DOI":"10.13039\/501100013290","name":"National Key R&amp;D Program of China","doi-asserted-by":"publisher","award":["2018YFA0702501"],"award-info":[{"award-number":["2018YFA0702501"]}],"id":[{"id":"10.13039\/501100013290","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["41974126"],"award-info":[{"award-number":["41974126"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["41674116"],"award-info":[{"award-number":["41674116"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput. Imaging"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/tci.2021.3112117","type":"journal-article","created":{"date-parts":[[2021,9,13]],"date-time":"2021-09-13T20:48:12Z","timestamp":1631566092000},"page":"1031-1043","source":"Crossref","is-referenced-by-count":22,"title":["EasySpec: Automatic Specular Reflection Detection and Suppression From Endoscopic Images"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3805-9457","authenticated-orcid":false,"given":"Patrice","family":"Monkam","sequence":"first","affiliation":[]},{"given":"Jing","family":"Wu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0249-2144","authenticated-orcid":false,"given":"Wenkai","family":"Lu","sequence":"additional","affiliation":[]},{"given":"Wenjun","family":"Shan","sequence":"additional","affiliation":[]},{"given":"Hao","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Yuhao","family":"Zhai","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00901"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i07.6971"},{"key":"ref33","article-title":"Attention UNet: Learning where to look for the pancreas","author":"oktay","year":"2018","journal-title":"Med Imag Deep Learn"},{"key":"ref32","first-page":"424","article-title":"3D U-Net: Learning dense volumetric segmentation from sparse annotation","volume":"9901","author":"\u00e7i\u00e7ek","year":"0","journal-title":"Proc Lecture Notes Comput Sci Med Image Comput Comput -Assist Interv"},{"key":"ref31","first-page":"234","article-title":"U-Net: Convolutional networks for biomedical image segmentation","author":"ronneberger","year":"0","journal-title":"Proc Int Conf Med Image Comput Comput -Assist Interv"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1093\/nsr\/nwx106"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/DICTA47822.2019.8945975"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00889-5_1"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1117\/1.JMI.6.1.014006"},{"key":"ref60","article-title":"Endoscopic Vision Challenge: Robotic Instrument Segmentation Sub-Challenge","year":"2017","journal-title":"MICCAI"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.03.002"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/4037190"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2015.02.007"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2019.8802952"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2018.00047"},{"key":"ref29","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-030-66415-2_27","article-title":"Learning to segment microscopy images with lazy labels","volume":"12535","author":"ke","year":"2020","journal-title":"Computer Vision-ECCV Workshops Lecture Notes in Computer Science ICIAR"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.2352\/ISSN.2470-1173.2016.13.IQSP-212"},{"key":"ref1","article-title":"Medical News Today","year":"2021"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2017.03.161"},{"key":"ref22","first-page":"1","article-title":"A deep learning approach for detecting and correcting highlights in endoscopic images","author":"rodr?guez-sanchez","year":"0","journal-title":"Proc 7th Int Conf Image Process Theory Tools Appl"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s00138-017-0864-0"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-020-01923-w"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2020.105414"},{"key":"ref26","first-page":"988","article-title":"Minimizing supervision for freespace segmentation","author":"tsutsui","year":"0","journal-title":"Proc IEEE Conf Comp Vis Pattern Recognit"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1002\/ima.22457"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.434"},{"key":"ref51","first-page":"85","article-title":"Image inpainting for irregular holes using partial convolutions","author":"liu","year":"0","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/11566489_18"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.936728"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-37734-2_36"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/s00138-007-0099-6"},{"key":"ref55","article-title":"DeepGIN: Deep generative inpainting network for extreme image inpainting","volume":"12538","author":"li","year":"2020","journal-title":"Lecture Notes in Computer Science European Conference on Computer Vision"},{"key":"ref54","article-title":"Image inpainting using frequency-domain priors","volume":"30","author":"roya","year":"2021","journal-title":"J Electron Imag"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2020.107448"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00457"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICASID.2019.8925202"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2019.02.002"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2926501"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2020.104106"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1117\/12.2293755"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101900"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"key":"ref18","first-page":"126","article-title":"Yolov3: An incremental improvement","author":"redmon","year":"0","journal-title":"Proc Comput Vis Pattern Recognit (CVPR)"},{"key":"ref19","article-title":"Rethinking atrous convolution for semantic image segmentation","author":"chen","year":"2017"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/ase.1696"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2018.8451699"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-20801-5_42"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/SIBGRAPI.2014.18"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2016.7590919"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/BigMM.2016.78"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3072959.3073659"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.2352\/ISSN.2470-1173.2019.11.IPAS-222"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2330611"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s10851-007-0017-6"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.278"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2880681"},{"key":"ref42","first-page":"305","article-title":"Learning how to inpaint from global image statistics","author":"zomet","year":"0","journal-title":"Proc IEEE\/CVF Int Conf Comput Vis"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/83.935036"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2004.833105"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/1531326.1531330"}],"container-title":["IEEE Transactions on Computational Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6745852\/9318600\/09536386.pdf?arnumber=9536386","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:54:11Z","timestamp":1652194451000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9536386\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":63,"URL":"https:\/\/doi.org\/10.1109\/tci.2021.3112117","relation":{},"ISSN":["2333-9403","2334-0118","2573-0436"],"issn-type":[{"value":"2333-9403","type":"electronic"},{"value":"2334-0118","type":"electronic"},{"value":"2573-0436","type":"print"}],"subject":[],"published":{"date-parts":[[2021]]}}}