{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,24]],"date-time":"2026-07-24T14:58:48Z","timestamp":1784905128015,"version":"3.55.0"},"reference-count":86,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100020226","name":"Hunan Provincial Natural Science Foundation Project","doi-asserted-by":"publisher","award":["2025JJ50385"],"award-info":[{"award-number":["2025JJ50385"]}],"id":[{"id":"10.13039\/501100020226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tgrs.2025.3541441","type":"journal-article","created":{"date-parts":[[2025,2,14]],"date-time":"2025-02-14T18:28:49Z","timestamp":1739557729000},"page":"1-19","source":"Crossref","is-referenced-by-count":23,"title":["Adaptive Deformation-Learning and Multiscale-Integrated Network for Remote Sensing Object Detection"],"prefix":"10.1109","volume":"63","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-7448-6857","authenticated-orcid":false,"given":"Xiyu","family":"Zhong","sequence":"first","affiliation":[{"name":"College of Computer and Mathematics, Central South University of Forestry and Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8826-8279","authenticated-orcid":false,"given":"Jialei","family":"Zhan","sequence":"additional","affiliation":[{"name":"College of Systems Engineering, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuhang","family":"Xie","sequence":"additional","affiliation":[{"name":"School of Electronic Engineering, Xidian University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lingtao","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Electronic Information and Physics, Central South University of Forestry and Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8295-3862","authenticated-orcid":false,"given":"Guoxiong","family":"Zhou","sequence":"additional","affiliation":[{"name":"College of Electronic Information and Physics, Central South University of Forestry and Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mingyue","family":"Liang","sequence":"additional","affiliation":[{"name":"College of Computer and Mathematics, Central South University of Forestry and Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kaitai","family":"Yang","sequence":"additional","affiliation":[{"name":"College of Electronic Information and Physics, Central South University of Forestry and Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zonghao","family":"Guo","sequence":"additional","affiliation":[{"name":"College of Electronic Information and Physics, Central South University of Forestry and Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4245-3628","authenticated-orcid":false,"given":"Liujun","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Soil and Water Systems, University of Idaho, Moscow, ID, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/jstars.2021.3107543"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2019.11.023"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.116793"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1080\/17538947.2023.2298245"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2023.113856"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2012.2214022"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2282355"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2281391"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3279834"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3324497"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3306891"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3228497"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3112481"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3363057"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2022.07.019"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1080\/17538947.2023.2261901"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-022-3718-5"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.122788"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3124913"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/make5040083"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72751-1_1"},{"key":"ref25","article-title":"YOLOv10: Real-time end-to-end object detection","volume-title":"arXiv:2405.14458","author":"Wang","year":"2024"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58452-8_13"},{"key":"ref28","first-page":"1","article-title":"Deformable DETR: Deformable transformers for end-to-end object detection","volume-title":"Proc. ICLR","author":"Zhu"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.107021"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3362475"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01605"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.89"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2018.04.003"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1111\/mice.13330"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2023.3241157"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3275753"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3204770"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2022.3198577"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2023.3236777"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35289-8_25"},{"key":"ref41","article-title":"Adam: A method for stochastic optimization","volume-title":"arXiv:1412.6980","author":"Kingma","year":"2014"},{"issue":"7","key":"ref42","first-page":"2121","article-title":"Adaptive subgradient methods for online learning and stochastic optimization","volume":"12","author":"Duchi","year":"2011","journal-title":"J. Mach. Learn. Res."},{"key":"ref43","first-page":"4148","article-title":"The marginal value of adaptive gradient methods in machine learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Wilson"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2023.108672"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3470900"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3077062"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3277077"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3238801"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2981997"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2024.3520161"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3293147"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00312"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2023.3303896"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS53475.2024.10641003"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP40778.2020.9190767"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.06.128"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.124686"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2021.3127232"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00558"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00929"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00720"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00675"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01079"},{"key":"ref65","article-title":"YOLO-MS: Rethinking multi-scale representation learning for real-time object detection","volume-title":"arXiv:2308.05480","author":"Chen","year":"2023"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2023.3346041"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-016-2474-6"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.plrev.2005.10.001"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1080\/21642583.2019.1708830"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1016\/j.advengsoft.2013.12.007"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/j.advengsoft.2016.01.008"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.34133\/plantphenomics.0218"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2020.1003048"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00030"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9413340"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00534"},{"issue":"1","key":"ref77","first-page":"105","article-title":"PaddlePaddle: An open-source deep learning platform from industrial practice","volume":"1","author":"Ma","year":"2019","journal-title":"Frontiers Data Domputing"},{"key":"ref78","volume-title":"MMYOLO: OpenMMLab YOLO Series Toolbox and Benchmark","year":"2022"},{"key":"ref79","article-title":"Detrex: Benchmarking detection transformers","volume-title":"arXiv:2306.07265","author":"Ren","year":"2023"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3298852"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2023.3348555"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.3390\/electronics13214204"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.3390\/rs16162944"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3360447"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01281"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2022.3195735"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/36\/10807682\/10887248.pdf?arnumber=10887248","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,28]],"date-time":"2025-02-28T18:45:46Z","timestamp":1740768346000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10887248\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":86,"URL":"https:\/\/doi.org\/10.1109\/tgrs.2025.3541441","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}