{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,30]],"date-time":"2026-03-30T21:08:27Z","timestamp":1774904907606,"version":"3.50.1"},"reference-count":36,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Science and Technology Project of Jiangsu Provincial Administration for Market Regulation, in 2023","award":["KJ2024020"],"award-info":[{"award-number":["KJ2024020"]}]},{"name":"Science and Technology Project of Jiangsu Provincial Administration for Market Regulation, in 2023","award":["KJ2023053"],"award-info":[{"award-number":["KJ2023053"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/access.2026.3674930","type":"journal-article","created":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T20:24:47Z","timestamp":1773779087000},"page":"44464-44477","source":"Crossref","is-referenced-by-count":0,"title":["Document Image Layout Analysis Algorithm Based on Improved YOLOv8s"],"prefix":"10.1109","volume":"14","author":[{"given":"You","family":"Jing","sequence":"first","affiliation":[{"name":"Aliyun School of Big Data, Changzhou University, Changzhou, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gu","family":"Heng","sequence":"additional","affiliation":[{"name":"Aliyun School of Big Data, Changzhou University, Changzhou, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wang","family":"Zhirong","sequence":"additional","affiliation":[{"name":"Changzhou Inspection Testing and Standard Accreditation Institute, Changzhou, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Yuhua","sequence":"additional","affiliation":[{"name":"Changzhou Inspection Testing and Standard Accreditation Institute, Changzhou, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1117\/12.476326"},{"key":"ref2","article-title":"Layout analysis and table extraction of unstructured documents","author":"Zhang","year":"2019"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s10032-024-00508-4"},{"key":"ref4","article-title":"Research on key technologies of layout analysis for Chinese contract documents","author":"Gong","year":"2022"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403172"},{"key":"ref6","article-title":"LayoutLMv2: Multi-modal pre-training for visually-rich document understanding","author":"Xu","year":"2020","journal-title":"arXiv:2012.14740"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3503161.3548112"},{"key":"ref8","article-title":"Large language models for structured document understanding: A comprehensive survey of tasks, models, and challenges","author":"Anvari","year":"2025","journal-title":"Authorea Preprints"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-024-11000-0"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2025.129981"},{"key":"ref11","article-title":"DocLayout-YOLO: Enhancing document layout analysis through diverse synthetic data and global-to-local adaptive perception","author":"Zhao","year":"2024","journal-title":"arXiv:2410.12628"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2025.112031"},{"key":"ref13","article-title":"From codicology to code: A comparative study of transformer and YOLO-based detectors for layout analysis in historical documents","author":"Torres Aguilar","year":"2025","journal-title":"arXiv:2506.20326"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICCTIT64404.2024.10928358"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3476887.3476892"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/s24227345"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1117\/12.3045402"},{"key":"ref18","article-title":"PP-StructureV2: A stronger document analysis system","author":"Li","year":"2022","journal-title":"arXiv:2210.05391"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-57058-3_16"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2017.142"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.2019.00168"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/147"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s10032-021-00391-3"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2024.10.220"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3355610"},{"key":"ref26","article-title":"Wise-IoU: Bounding box regression loss with dynamic focusing mechanism","author":"Tong","year":"2023","journal-title":"arXiv:2301.10051"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2024.115587"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2025.3546622"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"},{"key":"ref30","article-title":"YOLOv3: An incremental improvement","author":"Redmon","year":"2018","journal-title":"arXiv:1804.02767"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00721"},{"key":"ref32","article-title":"PP-YOLOv2: A practical object detector","author":"Huang","year":"2021","journal-title":"arXiv:2104.10419"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/app12157486"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/fi14060176"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/NICS54270.2021.9701449"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s11760-023-02838-y"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/11323511\/11435967.pdf?arnumber=11435967","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,30]],"date-time":"2026-03-30T20:09:14Z","timestamp":1774901354000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11435967\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/access.2026.3674930","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}