{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T00:02:42Z","timestamp":1762300962029,"version":"3.41.0"},"reference-count":51,"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\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62401420"],"award-info":[{"award-number":["62401420"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Hangzhou Joint Fund of the Zhejiang Provincial Natural Science Foundation of China","award":["LHZSZ25F010003"],"award-info":[{"award-number":["LHZSZ25F010003"]}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["XJSJ24095"],"award-info":[{"award-number":["XJSJ24095"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2024M752532"],"award-info":[{"award-number":["2024M752532"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Postdoctoral Fellowship Program of CPSF","award":["GZC20232034"],"award-info":[{"award-number":["GZC20232034"]}]},{"DOI":"10.13039\/501100019079","name":"Postdoctoral Research Grant of Shaanxi Province","doi-asserted-by":"publisher","award":["2023BSHEDZZ165"],"award-info":[{"award-number":["2023BSHEDZZ165"]}],"id":[{"id":"10.13039\/501100019079","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.2025.3576980","type":"journal-article","created":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T17:36:50Z","timestamp":1749145010000},"page":"1-14","source":"Crossref","is-referenced-by-count":0,"title":["HiCAL: Hierarchical Consistency-Based Active Learning for Drone-View Object Detection"],"prefix":"10.1109","volume":"63","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-3957-2732","authenticated-orcid":false,"given":"Xingyu","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-5719-1107","authenticated-orcid":false,"given":"Yongxu","family":"Liu","sequence":"additional","affiliation":[{"name":"Hangzhou Institute of Technology, Xidian University, Hangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-0631-918X","authenticated-orcid":false,"given":"Aobo","family":"Li","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China"}]},{"given":"Kun","family":"Han","sequence":"additional","affiliation":[{"name":"Test Center, National University of Defense Technology, Xi&#x2019;an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0116-8975","authenticated-orcid":false,"given":"Qinghang","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7501-0009","authenticated-orcid":false,"given":"Jinjian","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2296351"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3273314"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3045636"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2021.3115137"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01249-6_23"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3119563"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2023.3348555"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00918"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3266837"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3472291"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3510414"},{"key":"ref12","first-page":"1183","article-title":"Deep Bayesian active learning with image data","volume-title":"Proc. Int. Conf. Mach. Learning(ICML)","author":"Gal"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206627"},{"key":"ref14","article-title":"Region-level active detector learning","author":"Laielli","year":"2021","journal-title":"arXiv:2108.09186"},{"key":"ref15","article-title":"Deep batch active learning by diverse, uncertain gradient lower bounds","author":"Ash","year":"2019","journal-title":"arXiv:1906.03671"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.displa.2022.102282"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00440"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01684"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2023.3285443"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00030"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-20876-9_32"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72751-1_1"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA40945.2020.9196845"},{"key":"ref24","first-page":"91","article-title":"Faster R-CNN: Towards real-time object detection with region proposal networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"28","author":"Ren"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.322"},{"key":"ref26","article-title":"YOLOv3: An incremental improvement","author":"Redmon","year":"2018","journal-title":"arXiv:1804.02767"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3032166"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01325"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00359"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i1.19986"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2023.3286896"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2024.3371892"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2022.3210207"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3351134"},{"key":"ref35","article-title":"HazyDet: Open-source benchmark for drone-view object detection with depth-cues in hazy scenes","author":"Feng","year":"2024","journal-title":"arXiv:2409.19833"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/rs15061487"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP51287.2024.10647388"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2023.3238524"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00018"},{"key":"ref40","first-page":"91","article-title":"Deep active learning for object detection","volume-title":"Proc. 29th Brit. Mach. Vis. Conf.","author":"Roy"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01010"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/WACV57701.2024.00187"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-024-02228-y"},{"key":"ref44","first-page":"10758","article-title":"Consistency-based semi-supervised learning for object detection","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Jeong"},{"key":"ref45","article-title":"Bayesian active learning for classification and preference learning","author":"Houlsby","year":"2011","journal-title":"arXiv:1112.5745"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298664"},{"key":"ref47","article-title":"Improving neural networks by preventing co-adaptation of feature detectors","author":"Hinton","year":"2012","journal-title":"arXiv:1207.0580"},{"key":"ref48","article-title":"RT-DETRv2: Improved baseline with bag-of-freebies for real-time detection transformer","author":"Lv","year":"2024","journal-title":"arXiv:2407.17140"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01079"},{"volume-title":"YOLOv5-lite: Lighter, faster and easier to deploy","year":"2021","author":"Chen","key":"ref50"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01264-9_8"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/36\/10807682\/11026016.pdf?arnumber=11026016","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,16]],"date-time":"2025-06-16T18:58:38Z","timestamp":1750100318000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11026016\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":51,"URL":"https:\/\/doi.org\/10.1109\/tgrs.2025.3576980","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"type":"print","value":"0196-2892"},{"type":"electronic","value":"1558-0644"}],"subject":[],"published":{"date-parts":[[2025]]}}}