{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,19]],"date-time":"2026-01-19T11:59:04Z","timestamp":1768823944144,"version":"3.49.0"},"reference-count":64,"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":[{"name":"National Key Research and Development Program of China","award":["2023YFB4704900"],"award-info":[{"award-number":["2023YFB4704900"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62476094"],"award-info":[{"award-number":["62476094"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Zhuhai Industry-University-Institute Cooperation Project","doi-asserted-by":"publisher","award":["2220004002460"],"award-info":[{"award-number":["2220004002460"]}],"id":[{"id":"10.13039\/501100001809","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.2025.3627917","type":"journal-article","created":{"date-parts":[[2025,11,3]],"date-time":"2025-11-03T18:44:53Z","timestamp":1762195493000},"page":"1-15","source":"Crossref","is-referenced-by-count":0,"title":["Enhanced Semantic Segmentation of LiDAR Point Clouds Using Projection-Based Deep Learning Networks"],"prefix":"10.1109","volume":"63","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-1254-2594","authenticated-orcid":false,"given":"Qihui","family":"Li","sequence":"first","affiliation":[{"name":"School of Automation Science and Engineering, South China University of Technology, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3437-3027","authenticated-orcid":false,"given":"Qiliang","family":"Du","sequence":"additional","affiliation":[{"name":"School of Automation Science and Engineering, South China University of Technology, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4326-6821","authenticated-orcid":false,"given":"Lianfang","family":"Tian","sequence":"additional","affiliation":[{"name":"School of Automation Science and Engineering, South China University of Technology, Guangzhou, China"}]},{"given":"Wenzhi","family":"Liao","sequence":"additional","affiliation":[{"name":"Sustainable Materials Management Unit, Flemish Institute for Technological Research (VITO), Mol, Belgium"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2685-5563","authenticated-orcid":false,"given":"Guoyu","family":"Lu","sequence":"additional","affiliation":[{"name":"Intelligent Vision and Sensing Laboratory, Binghamton University, Binghamton, NY, USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2024.3450708"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2024.3472751"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2023.3315557"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3313876"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3264102"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3453966"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3284995"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3266273"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3182776"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IV47402.2020.9304596"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6248074"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2024.114160"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2023.103588"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2018.8462926"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2019.8793495"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/IROS40897.2019.8967762"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2021.3132059"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/IROS51168.2021.9636385"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICME52920.2022.9859693"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3248117"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3356612"},{"key":"ref22","first-page":"652","article-title":"PointNet: Deep learning on point sets for 3D classification and segmentation","volume-title":"Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR)","author":"Qi"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1706.02413"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00409"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.15607\/rss.2020.xvi.006"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01112"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3073660"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00651"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58586-0_38"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2022.3159815"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00319"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00180"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58604-1_41"},{"key":"ref34","article-title":"Cylinder3D: An effective 3D framework for driving-scene LiDAR semantic segmentation","author":"Zhou","year":"2020","journal-title":"arXiv:2008.01550"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i4.16419"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01236"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01572"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58604-1_1"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2020.3007440"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2021.04.011"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00962"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2022.3153899"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA48506.2021.9562041"},{"key":"ref44","article-title":"KPRNet: Improving projection-based LiDAR semantic segmentation","author":"Kochanov","year":"2020","journal-title":"arXiv:2007.12668"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/WACV48630.2021.00184"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-64559-5_16"},{"key":"ref47","first-page":"5019","article-title":"Rethinking network design and local geometry in point cloud: A simple residual MLP framework","volume-title":"Proc. ICLR","author":"Ma"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3326362"},{"key":"ref49","article-title":"ShapeNet: An information-rich 3D model repository","author":"Chang","year":"2015","journal-title":"arXiv:1512.03012"},{"key":"ref50","article-title":"GFNet: Geometric flow network for 3D point cloud semantic segmentation","author":"Qiu","year":"Sep. 2022","journal-title":"Trans. Mach. Learn. Res."},{"key":"ref51","first-page":"33330","article-title":"Point transformer v2: Grouped vector attention and partition-based pooling","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst. (NeurIPS)","author":"Wu"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00463"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02013"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2023.103285"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01054"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2025.3550011"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00507"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00028"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00563"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA48506.2021.9561171"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW63382.2024.00457"},{"key":"ref62","article-title":"LENet: Lightweight and efficient LiDAR semantic segmentation using multi-scale convolution attention","author":"Ding","year":"2023","journal-title":"arXiv:2301.04275"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/CCDC58219.2023.10327436"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00464"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/36\/10807682\/11224339.pdf?arnumber=11224339","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T18:27:59Z","timestamp":1762885679000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11224339\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":64,"URL":"https:\/\/doi.org\/10.1109\/tgrs.2025.3627917","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}