{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T16:19:40Z","timestamp":1781713180996,"version":"3.54.5"},"reference-count":33,"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:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Guizhou Provincial Department of Higher Education Science Research Project (Youth Project), Qian Jiao Ji [2022]","award":["345"],"award-info":[{"award-number":["345"]}]},{"name":"Liupanshui Science and Technology Bureau Science and Technology Innovation Talent Team Project","award":["52020-2023-0-2-20"],"award-info":[{"award-number":["52020-2023-0-2-20"]}]},{"name":"First Class Undergraduate Major Construction Project of Liupanshui Normal University","award":["LPSSYYlzy2202"],"award-info":[{"award-number":["LPSSYYlzy2202"]}]},{"name":"Guizhou Province Natural Science Foundation of China through Qiankehe Fundamentals-ZK[2021] General","award":["322"],"award-info":[{"award-number":["322"]}]},{"name":"Guizhou Provincial Department of Education Higher Education Science Research Project (Youth Project), Qian Jiao Ji [2022]","award":["346"],"award-info":[{"award-number":["346"]}]},{"name":"Science and Technology Plan Project of Liupanshui","award":["52020-2024-GK-02"],"award-info":[{"award-number":["52020-2024-GK-02"]}]},{"name":"Liupanshui Science and Technology Development Project","award":["52020-2024-PT-01"],"award-info":[{"award-number":["52020-2024-PT-01"]}]},{"name":"High-Level Talent Scientific Research Start-Up Project of Liupanshui Normal University","award":["LPSSYKYJJ202318"],"award-info":[{"award-number":["LPSSYKYJJ202318"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3569175","type":"journal-article","created":{"date-parts":[[2025,5,12]],"date-time":"2025-05-12T17:45:14Z","timestamp":1747071914000},"page":"84435-84450","source":"Crossref","is-referenced-by-count":7,"title":["YOLOv8-OCHD: A Lightweight Wood Surface Defect Detection Method Based on Improved YOLOv8"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-9908-8753","authenticated-orcid":false,"given":"Zuxing","family":"Chen","sequence":"first","affiliation":[{"name":"School of Physics and Electrical Engineering, Liupanshui Normal University, Liupanshui, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-9489-7542","authenticated-orcid":false,"given":"Junjie","family":"Feng","sequence":"additional","affiliation":[{"name":"School of Physics and Electrical Engineering, Liupanshui Normal University, Liupanshui, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8532-3658","authenticated-orcid":false,"given":"Xueyan","family":"Zhu","sequence":"additional","affiliation":[{"name":"School of Engineering, Beijing Forestry University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bin","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"issue":"11","key":"ref1","first-page":"6","article-title":"A lightweight YOLOv5n model for detecting wood surface defects","volume":"61","author":"Jiwen","year":"2024","journal-title":"Wood Industry"},{"issue":"4","key":"ref2","first-page":"75","article-title":"A brief analysis of forest resource protection and innovation in forest fire management","volume":"41","author":"Shengxiang","year":"2023","journal-title":"Forest Fire Prevention"},{"issue":"5","key":"ref3","first-page":"58","article-title":"Impact of China-U.S. trade friction on China\u2019s forest products enterprises and trade","volume":"2022","author":"Ying","year":"2022","journal-title":"Wood Industry"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.15376\/biores.18.1.chen"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.15376\/biores.15.1.1171-1186"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3390\/app8101778"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.15376\/biores.12.2.2711-2720"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1139\/cjfr-2018-0537"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1080\/15583058.2015.1077905"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.13073\/fpj-d-20-00001"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.15376\/biores.13.2.2834-2845"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s13595-020-00971-z"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3395623"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"ref16","article-title":"Faster R-CNN: Towards real-time object detection with region proposal networks","author":"Ren","year":"2015","journal-title":"arXiv:1506.01497"},{"key":"ref17","article-title":"Mask R-CNN","author":"He","year":"2018","journal-title":"arXiv:1703.06870"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.l007\/978-3-319-46448-0_2"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref20","article-title":"YOLO9000: Better, faster, stronger","author":"Redmon","year":"2016","journal-title":"arXiv:1612.08242"},{"key":"ref21","article-title":"YOLOv3: An incremental improvement","author":"Redmon","year":"2018","journal-title":"arXiv:1804.02767"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2004.10934"},{"key":"ref23","article-title":"DetectoRS: Detecting objects with recursive feature pyramid and switchable Atrous convolution","author":"Qiao","year":"2020","journal-title":"arXiv:2006.02334"},{"key":"ref24","article-title":"YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors","author":"Wang","year":"2022","journal-title":"arXiv:2207.02696"},{"key":"ref25","first-page":"112","article-title":"A defect detection and recognition system for solid wood boards based on faster R-CNN","volume":"4","author":"Fan","year":"2019","journal-title":"J. Eng."},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.15376\/biores.16.4.6766-6780"},{"key":"ref27","first-page":"1","article-title":"Research on wood surface defect detection based on improved YOLOv8","volume":"2024","author":"Chang","year":"2024","journal-title":"J. Forestry Eng."},{"issue":"5","key":"ref28","first-page":"144","article-title":"Wood surface defect detection method based on YOLOv5-LW model","volume":"2024","author":"Cao","year":"2024","journal-title":"J. Forestry Eng."},{"issue":"3","key":"ref29","first-page":"58","article-title":"Wood surface defect detection method based on lite-YOLOv5s model","volume":"2023","author":"Wang","year":"2023","journal-title":"Wood Sci. Technol."},{"issue":"7","key":"ref30","first-page":"175","article-title":"Improved YOLOv7 algorithm for wood surface defect detection","volume":"2024","author":"Jiang","year":"2024","journal-title":"Comput. Eng. Appl."},{"issue":"2","key":"ref31","first-page":"8","article-title":"Wood surface defect detection model based on improved YOLOv5s","volume":"2023","author":"Zhu","year":"2023","journal-title":"Wood Sci. Technol."},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/I2CACIS54679.2022.9815274"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2020.3024431"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11000113.pdf?arnumber=11000113","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,23]],"date-time":"2025-05-23T04:34:00Z","timestamp":1747974840000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11000113\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3569175","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}