{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T12:33:10Z","timestamp":1774701190325,"version":"3.50.1"},"reference-count":81,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"National Key Research and Development Program of China","award":["2021YFA1000102"],"award-info":[{"award-number":["2021YFA1000102"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61673396"],"award-info":[{"award-number":["61673396"]}],"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":["62272375"],"award-info":[{"award-number":["62272375"]}],"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":["62376285"],"award-info":[{"award-number":["62376285"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007129","name":"Natural Science Foundation of Shandong Province","doi-asserted-by":"publisher","award":["ZR2022MF260"],"award-info":[{"award-number":["ZR2022MF260"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/jstars.2023.3328559","type":"journal-article","created":{"date-parts":[[2023,10,30]],"date-time":"2023-10-30T15:09:46Z","timestamp":1698678586000},"page":"10230-10245","source":"Crossref","is-referenced-by-count":11,"title":["Enhancing Efficient Global Understanding Network With CSWin Transformer for Urban Scene Images Segmentation"],"prefix":"10.1109","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-8167-5436","authenticated-orcid":false,"given":"Jie","family":"Zhang","sequence":"first","affiliation":[{"name":"College of Computer Science and Technology, China University of Petroleum, Qingdao, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7323-5896","authenticated-orcid":false,"given":"Mingwen","family":"Shao","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, China University of Petroleum, Qingdao, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4803-6526","authenticated-orcid":false,"given":"Yuanjian","family":"Qiao","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, China University of Petroleum, Qingdao, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7912-3457","authenticated-orcid":false,"given":"Xiangyong","family":"Cao","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"}]}],"member":"263","reference":[{"key":"ref13","first-page":"234","article-title":"U-Net: Convolutional networks for biomedical image segmentation","author":"ronneberger","year":"0","journal-title":"Proc 18th Int Conf Med Image Comput Comput -Assisted Intervention"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3168697"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2021.10.015"},{"key":"ref15","article-title":"Rethinking atrous convolution for semantic image segmentation","author":"chen","year":"2017","journal-title":"Comput Res Repository"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3225267"},{"key":"ref14","first-page":"801","article-title":"Encoder-decoder with atrous separable convolution for semantic image segmentation","author":"chen","year":"0","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.3390\/rs14091956"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01170"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00415"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3186634"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2020.09.025"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3242346"},{"key":"ref17","article-title":"TransUNet: Transformers make strong encoders for medical image segmentation","author":"chen","year":"2021"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3144894"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2979552"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2021.05.004"},{"key":"ref51","first-page":"10347","article-title":"Training data-efficient image transformers & distillation through attention","author":"touvron","year":"0","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01174"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00060"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01212"},{"key":"ref48","first-page":"9355","article-title":"Twins: Revisiting the design of spatial attention in vision transformers","volume":"34","author":"chu","year":"2021","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref47","first-page":"15908","article-title":"Transformer in transformer","volume":"34","author":"han","year":"2021","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2020.2988294"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00069"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-demos.6"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi9100571"},{"key":"ref49","first-page":"68","article-title":"TinyVIT: Fast pretraining distillation for small vision transformers","author":"wu","year":"0","journal-title":"Proc 17th Eur Conf Comput Vis"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3144165"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3034123"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2994150"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3016086"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"25415","DOI":"10.1007\/s11356-020-08984-x","article-title":"Examining the impacts of future land use\/land cover changes on climate in Punjab province, Pakistan: Implications for environmental sustainability and economic growthExamining the impacts of future land use\/land cover changes on climate in punjab province, Pakistan: Implications for environmental sustainability and economic growth","volume":"27","author":"samie","year":"2020","journal-title":"Environ Sci Pollut Res"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3009143"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2926434"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-25066-8_9"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2023.3235117"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2022.3143368"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2019.07.007"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01625"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00309"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.3390\/rs13163065"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2020.01.013"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2959609"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-019-2791-7"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2020.3039744"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2991733"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2021.09.005"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00584"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00717"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2020.09.019"},{"key":"ref2","first-page":"1","article-title":"Multiattention network for semantic segmentation of fine-resolution remote sensing images","volume":"60","author":"li","year":"2021","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2019.03.015"},{"key":"ref39","first-page":"1","article-title":"Hybrid multiple attention network for semantic segmentation in aerial images","volume":"60","author":"niu","year":"2021","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2913861"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2019.8900281"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-75238-9_6"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00113"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2016.79"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00681"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00420"},{"key":"ref23","article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","author":"dosovitskiy","year":"0","journal-title":"Proc Int Conf Learn Representations"},{"key":"ref67","article-title":"2D semantic labeling dataset","author":"potsdam","year":"2018"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01181"},{"key":"ref25","first-page":"1","article-title":"Jittor: A novel deep learning framework with meta-operators and unified graph executionJittor: A novel deep learning framework with meta-operators and unified graph execution","volume":"63","author":"hu","year":"2020","journal-title":"Sci Chin Ser E Inf Sci"},{"key":"ref69","article-title":"Decoupled weight decay regularization","author":"loshchilov","year":"0","journal-title":"Proc Int Conf Learn Representations"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.660"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00656"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3241366"},{"key":"ref22","article-title":"Deformable DETR: Deformable transformers for end-to-end object detection","author":"zhu","year":"0","journal-title":"Proc Int Conf Learn Representations"},{"key":"ref66","article-title":"2D semantic labeling dataset","author":"vaihingen","year":"2018"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01228-1_26"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2022.06.008"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2018.04.014"},{"key":"ref27","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2014","journal-title":"Comput Sci"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2019.02.006"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2022.3215200"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.3390\/rs15030840"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2022.3225150"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/9973430\/10301658.pdf?arnumber=10301658","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,23]],"date-time":"2025-10-23T17:52:06Z","timestamp":1761241926000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10301658\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":81,"URL":"https:\/\/doi.org\/10.1109\/jstars.2023.3328559","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}