{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T19:56:43Z","timestamp":1775678203449,"version":"3.50.1"},"reference-count":90,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62176188"],"award-info":[{"award-number":["62176188"]}],"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":["61822113"],"award-info":[{"award-number":["61822113"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100019035","name":"Science and Technology Major Project of Hubei Province","doi-asserted-by":"publisher","award":["2019AEA170"],"award-info":[{"award-number":["2019AEA170"]}],"id":[{"id":"10.13039\/501100019035","id-type":"DOI","asserted-by":"publisher"}]},{"name":"CAAI-Huawei MindSpore Open Fund"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Image Process."],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/tip.2021.3131937","type":"journal-article","created":{"date-parts":[[2021,12,7]],"date-time":"2021-12-07T20:38:20Z","timestamp":1638909500000},"page":"379-391","source":"Crossref","is-referenced-by-count":91,"title":["Collaborative Refining for Person Re-Identification With Label Noise"],"prefix":"10.1109","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3989-7655","authenticated-orcid":false,"given":"Mang","family":"Ye","sequence":"first","affiliation":[]},{"given":"He","family":"Li","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0059-8458","authenticated-orcid":false,"given":"Bo","family":"Du","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2656-3082","authenticated-orcid":false,"given":"Jianbing","family":"Shen","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8264-6117","authenticated-orcid":false,"given":"Ling","family":"Shao","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4584-3453","authenticated-orcid":false,"given":"Steven C. H.","family":"Hoi","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref1","volume-title":"Mindspore","year":"2020"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2863028"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2891895"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2914575"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9412964"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58621-8_31"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2960509"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.2976933"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2740564"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2928126"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00064"},{"key":"ref12","first-page":"8536","article-title":"Co-teaching: Robust training of deep neural networks with extremely noisy labels","volume-title":"Proc. Conf. Neural Inf. Process. Syst. (NIPS)","author":"Han"},{"key":"ref13","first-page":"2309","article-title":"MentorNet: Learning data-driven curriculum for very deep neural networks on corrupted labels","volume-title":"Proc. Int. Conf. Mach. Learn. (ICML)","author":"Jiang"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00735"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00051"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00607"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.460"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.5244\/C.31.121"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00129"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.103"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00128"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01234-2_11"},{"key":"ref23","first-page":"1","article-title":"Auxiliary image regularization for deep CNNs with noisy labels","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Azadi"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00571"},{"key":"ref25","first-page":"1","article-title":"Training deep neural-networks using a noise adaptation layer","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Goldberger"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00582"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.696"},{"key":"ref28","article-title":"Deep learning for person re-identification: A survey and outlook","author":"Ye","year":"2020","journal-title":"arXiv:2001.04193"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3001693"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298832"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.152"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.434"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.420"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2893066"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00243"},{"key":"ref36","first-page":"480","article-title":"Beyond part models: Person retrieval with refined part pooling","volume-title":"Proc. Eur. Conf. Comput. Vis. (ECCV)","author":"Sun"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00871"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01261-8_11"},{"key":"ref39","article-title":"A strong baseline and batch normalization neck for deep person re-identification","author":"Luo","year":"2019","journal-title":"arXiv:1906.08332"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00535"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00063"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.507"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.405"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.2970590"},{"key":"ref45","first-page":"306","article-title":"Estimating a kernel Fisher discriminant in the presence of label noise","volume-title":"Proc. Int. Conf. Mach. Learn. (ICML)","author":"Lawrence"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.211"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00906"},{"key":"ref48","first-page":"4331","article-title":"Learning to reweight examples for robust deep learning","volume-title":"Proc. Int. Conf. Mach. Learn. (ICML)","author":"Ren"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00519"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00755"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01216"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00041"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00718"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01374"},{"key":"ref55","article-title":"Label refinery: Improving ImageNet classification through label progression","author":"Bagherinezhad","year":"2018","journal-title":"arXiv:1805.02641"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref57","first-page":"1","article-title":"Regularizing neural networks by penalizing confident output distributions","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Pereyra"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01150"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00454"},{"key":"ref60","first-page":"322","article-title":"Mutual mean-teaching: Pseudo label refinery for unsupervised domain adaptation on person re-identification","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Ge"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.2998275"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00242"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.357"},{"key":"ref64","first-page":"233","article-title":"A closer look at memorization in deep networks","volume-title":"Proc. Int. Conf. Mach. Learn. (ICML)","author":"Arpit"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00945"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.133"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.27"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2009.167"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.389"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.575"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413673"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7502-7_79-1"},{"key":"ref75","article-title":"Learning from large-scale noisy web data with ubiquitous reweighting for image classification","author":"Li","year":"2018","journal-title":"arXiv:1811.00700"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58520-4_14"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/94"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2921454"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33018385"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00071"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00372"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01027"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2886878"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33018738"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00621"},{"issue":"2","key":"ref86","first-page":"5","article-title":"How does disagreement help generalization against label corruption?","volume":"1","author":"Yu","year":"2019","journal-title":"arXiv:1901.04215"},{"key":"ref87","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref89","first-page":"960","article-title":"Decoupling \u2018when to update\u2019 from \u2018how to update","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NIPS)","author":"Malach"},{"key":"ref90","first-page":"1","article-title":"EfficientNetV2: Smaller models and faster training","volume-title":"Proc. Int. Conf. Mach. Learn. (ICML)","author":"Tan"}],"container-title":["IEEE Transactions on Image Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/83\/9626658\/09640485.pdf?arnumber=9640485","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T23:09:00Z","timestamp":1710371340000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9640485\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":90,"URL":"https:\/\/doi.org\/10.1109\/tip.2021.3131937","relation":{},"ISSN":["1057-7149","1941-0042"],"issn-type":[{"value":"1057-7149","type":"print"},{"value":"1941-0042","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}