{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T23:57:42Z","timestamp":1783123062049,"version":"3.54.6"},"reference-count":56,"publisher":"American Society of Civil Engineers (ASCE)","issue":"3","content-domain":{"domain":["ascelibrary.org"],"crossmark-restriction":true},"short-container-title":["J. Comput. Civ. Eng."],"published-print":{"date-parts":[[2025,5]]},"DOI":"10.1061\/jccee5.cpeng-6339","type":"journal-article","created":{"date-parts":[[2025,2,27]],"date-time":"2025-02-27T10:44:48Z","timestamp":1740653088000},"update-policy":"https:\/\/doi.org\/10.1061\/do.news.20190416.0001","source":"Crossref","is-referenced-by-count":10,"title":["Vector-Quantized Variational Teacher and Multimodal Collaborative Student for Crack Segmentation via Knowledge Distillation"],"prefix":"10.1061","volume":"39","author":[{"given":"Shi","family":"Qiu","sequence":"first","affiliation":[{"name":"Central South Univ.","place":["China"]},{"name":"Guangxi Transport Vocational and Technical College","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8158-6837","authenticated-orcid":true,"given":"Qasim","family":"Zaheer","sequence":"additional","affiliation":[{"name":"Central South Univ.","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"S. Muhammad Ahmed Hassan","family":"Shah","sequence":"additional","affiliation":[{"name":"Central South Univ.","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chengbo","family":"Ai","sequence":"additional","affiliation":[{"name":"Univ. of Massachusetts"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jin","family":"Wang","sequence":"additional","affiliation":[{"name":"Central South Univ.","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9874-1100","authenticated-orcid":true,"given":"You","family":"Zhan","sequence":"additional","affiliation":[{"name":"Southwest Jiaotong Univ.","place":["China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"30","reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0887-3801(2003)17:4(255)"},{"key":"e_1_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.1080\/00051144.2020.1794192"},{"key":"e_1_3_3_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2024.105328"},{"key":"e_1_3_3_5_1","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12263"},{"key":"e_1_3_3_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2011.12.001"},{"key":"e_1_3_3_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2019.2945265"},{"key":"e_1_3_3_8_1","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12564"},{"key":"e_1_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.1111\/mice.13315"},{"key":"e_1_3_3_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2021.103606"},{"key":"e_1_3_3_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2024.105410"},{"key":"e_1_3_3_12_1","doi-asserted-by":"publisher","DOI":"10.3390\/s22228986"},{"key":"e_1_3_3_13_1","doi-asserted-by":"publisher","DOI":"10.1155\/2024\/8846470"},{"key":"e_1_3_3_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tust.2020.103677"},{"key":"e_1_3_3_15_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000869"},{"key":"e_1_3_3_16_1","doi-asserted-by":"publisher","DOI":"10.1177\/14759217211053776"},{"key":"e_1_3_3_17_1","doi-asserted-by":"crossref","unstructured":"Kulkarni S. S. Singh D. Balakrishnan S. Sharma S. Devunuri and S. C. R. Korlapati. 2023. \u201cCrackSeg9k: A collection and benchmark for crack segmentation datasets and frameworks.\u201d In Proc. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 13807 LNCS 179\u2013195. Cham Switzerland: Springer.","DOI":"10.1007\/978-3-031-25082-8_12"},{"key":"e_1_3_3_18_1","doi-asserted-by":"publisher","DOI":"10.3390\/app13042367"},{"key":"e_1_3_3_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2011.10.003"},{"key":"e_1_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000695"},{"key":"e_1_3_3_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2022.104389"},{"key":"e_1_3_3_22_1","unstructured":"Middha L. 2020. \u201cCrack segmentation dataset.\u201d Accessed January 7 2021. https:\/\/www.kaggle.com\/datasets\/lakshaymiddha\/crack-segmentation-dataset."},{"key":"e_1_3_3_23_1","doi-asserted-by":"publisher","DOI":"10.1115\/1.4045373"},{"key":"e_1_3_3_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aej.2017.01.020"},{"key":"e_1_3_3_25_1","doi-asserted-by":"publisher","DOI":"10.3390\/infrastructures6080115"},{"key":"e_1_3_3_26_1","first-page":"1069","article-title":"Free-form anisotropy: A new method for crack detection on pavement surface images","volume":"1","author":"Nguyen T. S.","year":"2011","unstructured":"Nguyen, T. S., S. Begot, F. Duculty, and M. Avila. 2011. \u201cFree-form anisotropy: A new method for crack detection on pavement surface images.\u201d Proc. Int. Conf. Image Process. 1 (Aug): 1069\u20131072. https:\/\/doi.org\/10.1109\/ICIP.2011.6115610.","journal-title":"Proc. Int. Conf. Image Process."},{"key":"e_1_3_3_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.istruc.2020.03.010"},{"key":"e_1_3_3_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2023.104842"},{"key":"e_1_3_3_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3111223"},{"key":"e_1_3_3_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2022.3161104"},{"key":"e_1_3_3_31_1","doi-asserted-by":"publisher","DOI":"10.1061\/JITSE4.ISENG-2499"},{"key":"e_1_3_3_32_1","doi-asserted-by":"publisher","DOI":"10.3390\/infrastructures3040058"},{"key":"e_1_3_3_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compstruc.2022.106918"},{"key":"e_1_3_3_34_1","doi-asserted-by":"publisher","DOI":"10.3390\/buildings13010118"},{"issue":"2","key":"e_1_3_3_35_1","article-title":"LiDAR-simulated multimodal & self-supervised contrastive digital twin approach for probabilistic point clouds generation of rail fasteners","volume":"39","author":"Shi Q.","year":"2024","unstructured":"Shi, Q., and Q. Zaheer. 2024. \u201cLiDAR-simulated multimodal & self-supervised contrastive digital twin approach for probabilistic point clouds generation of rail fasteners.\u201d J. Comput. Civ. Eng. 39 (2). https:\/\/doi.org\/10.1061\/JCCEE5.CPENG-6137.","journal-title":"J. Comput. Civ. Eng."},{"key":"e_1_3_3_36_1","doi-asserted-by":"crossref","unstructured":"Suciu G. I. Petre and C. Stalidi. 2023. \u201cUrban transformation processes and material stock techniques to facilitate circular economy and urban resilience.\u201d In Proc. 15th Int. Conf. on Electronics Computers and Artificial Intelligence ECAI 2023 1\u20135. New York: IEEE. https:\/\/doi.org\/10.1109\/ECAI58194.2023.10194029.","DOI":"10.1109\/ECAI58194.2023.10194029"},{"key":"e_1_3_3_37_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000488"},{"key":"e_1_3_3_38_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)TE.1943-5436.0000051"},{"key":"e_1_3_3_39_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-021-06182-6"},{"key":"e_1_3_3_40_1","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6501\/aa9857"},{"key":"e_1_3_3_41_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2023.105217"},{"key":"e_1_3_3_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2023.110392"},{"key":"e_1_3_3_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jobe.2023.107200"},{"key":"e_1_3_3_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2023.105166"},{"key":"e_1_3_3_45_1","doi-asserted-by":"crossref","unstructured":"Xie S. and Z. Tu. 2015. \u201cHolistically-nested edge detection.\u201d In Proc. IEEE Int. Conf. on Computer Vision 1395\u20131403. New York: IEEE. https:\/\/doi.org\/10.1109\/ICCV.2015.164.","DOI":"10.1109\/ICCV.2015.164"},{"key":"e_1_3_3_46_1","doi-asserted-by":"crossref","unstructured":"Xu W. Z. Tang J. Zhou and J. Ding. 2013. \u201cPavement crack detection based on saliency and statistical features.\u201d In Proc. 2013 IEEE Int. Conf. on Image Processing ICIP 2013\u2013Proc. 4093\u20134097. New York: IEEE. https:\/\/doi.org\/10.1109\/ICIP.2013.6738843.","DOI":"10.1109\/ICIP.2013.6738843"},{"key":"e_1_3_3_47_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2023.104237"},{"key":"e_1_3_3_48_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2910595"},{"key":"e_1_3_3_49_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2020.103199"},{"key":"e_1_3_3_50_1","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12412"},{"key":"e_1_3_3_51_1","doi-asserted-by":"publisher","DOI":"10.1051\/smdo\/2021039"},{"key":"e_1_3_3_52_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000775"},{"key":"e_1_3_3_53_1","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12297"},{"key":"e_1_3_3_54_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2016.11.018"},{"key":"e_1_3_3_55_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-2842-9"},{"key":"e_1_3_3_56_1","doi-asserted-by":"crossref","unstructured":"Zhuang J. J. Yang L. Gu and N. Dvornek. 2019. \u201cShelfnet for fast semantic segmentation.\u201d In Proc. 2019 Int. Conf. on Computer Vision Workshop ICCVW 2019 847\u2013856. New York: IEEE. https:\/\/doi.org\/10.1109\/ICCVW.2019.00113.","DOI":"10.1109\/ICCVW.2019.00113"},{"key":"e_1_3_3_57_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2011.11.004"}],"container-title":["Journal of Computing in Civil Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/ascelibrary.org\/doi\/pdf\/10.1061\/JCCEE5.CPENG-6339","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,27]],"date-time":"2025-02-27T10:44:58Z","timestamp":1740653098000},"score":1,"resource":{"primary":{"URL":"https:\/\/ascelibrary.org\/doi\/10.1061\/JCCEE5.CPENG-6339"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5]]},"references-count":56,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2025,5]]}},"alternative-id":["10.1061\/JCCEE5.CPENG-6339"],"URL":"https:\/\/doi.org\/10.1061\/jccee5.cpeng-6339","relation":{},"ISSN":["0887-3801","1943-5487"],"issn-type":[{"value":"0887-3801","type":"print"},{"value":"1943-5487","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5]]},"assertion":[{"value":"2024-07-17","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-10-10","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-02-27","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"04025030"}}