{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T03:28:39Z","timestamp":1777865319422,"version":"3.51.4"},"reference-count":77,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,19]]},"DOI":"10.1109\/iccv51701.2025.02077","type":"proceedings-article","created":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T19:45:49Z","timestamp":1777491949000},"page":"22372-22382","source":"Crossref","is-referenced-by-count":0,"title":["Rethinking Detecting Salient and Camouflaged Objects in Unconstrained Scenes"],"prefix":"10.1109","author":[{"given":"Zhangjun","family":"Zhou","sequence":"first","affiliation":[{"name":"School of Software Engineering, Huazhong University of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yiping","family":"Li","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Huazhong University of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chunlin","family":"Zhong","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Huazhong University of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianuo","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Huazhong University of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jialun","family":"Pei","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, The Chinese University of Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hua","family":"Li","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Hainan University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"He","family":"Tang","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Huazhong University of Science and Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW60793.2023.00361"},{"key":"ref2","author":"Chen","year":"2024","journal-title":"Sam2-adapter: Evaluating & adapting segment anything 2 in downstream tasks: Camouflage, shadow, medical image segmentation, and more"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i2.27890"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2345401"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/95"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01267-0_12"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00285"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3085766"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s44267-023-00019-6"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-021-3384-y"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3680650"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02111"},{"key":"ref13","article-title":"Strategic preys make acute predators: Enhancing camouflaged object detectors by generating camouflaged objects","author":"He","year":"2024","journal-title":"ICLR"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.563"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2023.3349209"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00371"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2019.04.006"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00994"},{"key":"ref19","first-page":"28989","article-title":"Sizeinvariance matters: Rethinking metrics and losses for imbalanced multi-object salient object detection","author":"Li","year":"2024","journal-title":"ICML"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2015.7299184"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.43"},{"key":"ref22","author":"Lian","year":"2024","journal-title":"Evaluation of segment anything model 2: The role of sam2 in the underwater environment"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1002\/col.22404"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.80"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00326"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00468"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.70"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01862"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01625"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01142"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-024-44824-z"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.39"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00866"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2010.5543739"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00943"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00220"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19797-0_2"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/tmm.2022.3141891"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2024.3432328"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.26599\/air.2025.9150055"},{"key":"ref43","author":"Pei","year":"2025","journal-title":"Synergistic bleeding region and point detection in laparoscopic surgical videos"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2023.3276332"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00735"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.ne.13.030190.000325"},{"key":"ref47","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","author":"Radford","year":"2021","journal-title":"ICML"},{"key":"ref48","article-title":"Sam 2: Segment anything in images and videos","author":"Ravi","year":"2025","journal-title":"ICLR"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/tcsvt.2021.3126591"},{"key":"ref50","article-title":"Animal camouflage analysis: Chameleon database","author":"Skurowski","year":"2018","journal-title":"Unpublished Manuscript"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1098\/rstb.2008.0217"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/186"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-43907-0_65"},{"issue":"11","key":"ref54","article-title":"Visualizing data using t-sne","volume":"9","author":"Van der Maaten","year":"2008","journal-title":"Journal of machine learning research"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.404"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2846598"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2024.104061"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.433"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i07.6916"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3164550"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2857768"},{"key":"ref62","first-page":"11717","article-title":"Pyramid grafting network for onestage high resolution saliency detection","author":"Xie","year":"2022","journal-title":"CVPR"},{"key":"ref63","first-page":"12077","article-title":"Segformer: Simple and efficient design for semantic segmentation with transformers","volume":"34","author":"Xie","year":"2021","journal-title":"NeurIPS"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52733.2024.01525"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.153"},{"key":"ref66","author":"Yan","year":"2024","journal-title":"Biomedical sam 2: Segment anything in biomedical images and videos"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.407"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00411"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3438565"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01280"},{"key":"ref71","first-page":"17030","article-title":"Exploring figure-ground assignment mechanism in perceptual organization","volume":"35","author":"Zhai","year":"2022","journal-title":"NeurIPS"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475231"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1145\/3503161.3548178"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00081"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58536-5_3"},{"key":"ref76","article-title":"Spider: A unified framework for context-dependent concept segmentation","author":"Zhao","year":"2024","journal-title":"ICML"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3179526"}],"event":{"name":"2025 IEEE\/CVF International Conference on Computer Vision (ICCV)","location":"Honolulu, HI, USA","start":{"date-parts":[[2025,10,19]]},"end":{"date-parts":[[2025,10,25]]}},"container-title":["2025 IEEE\/CVF International Conference on Computer Vision (ICCV)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11443115\/11443287\/11445982.pdf?arnumber=11445982","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T06:16:08Z","timestamp":1777529768000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11445982\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"references-count":77,"URL":"https:\/\/doi.org\/10.1109\/iccv51701.2025.02077","relation":{},"subject":[],"published":{"date-parts":[[2025,10,19]]}}}