{"id":"https://openalex.org/W4411550846","doi":"https://doi.org/10.1109/tits.2025.3578810","title":"Enhanced Mask2Former With Multi-Scale and High-Resolution for Concrete Bridge Crack Semantic Segmentation","display_name":"Enhanced Mask2Former With Multi-Scale and High-Resolution for Concrete Bridge Crack Semantic Segmentation","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4411550846","doi":"https://doi.org/10.1109/tits.2025.3578810"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2025.3578810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3578810","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Di Wang","orcid":"https://orcid.org/0000-0001-9679-7592"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Wang","raw_affiliation_strings":["School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-9679-7592","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lu Dai","orcid":"https://orcid.org/0009-0005-8630-2863"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Dai","raw_affiliation_strings":["School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0005-8630-2863","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109983107","display_name":"Fengquan Song","orcid":null},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengquan Song","raw_affiliation_strings":["School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0009-8421-9707","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Han Yang","orcid":"https://orcid.org/0009-0004-3410-4454"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Yang","raw_affiliation_strings":["School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0004-3410-4454","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jinhong Li","orcid":"https://orcid.org/0009-0006-0807-4575"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhong Li","raw_affiliation_strings":["School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0006-0807-4575","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067186052","display_name":"Xianyi Yang","orcid":"https://orcid.org/0000-0002-9026-7934"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianyi Yang","raw_affiliation_strings":["State Key Laboratory of Mountain Bridge and Tunnel Engineering, Chongqing Jiaotong University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mountain Bridge and Tunnel Engineering, Chongqing Jiaotong University, Chongqing, China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033218994","display_name":"Shixin Jiang","orcid":"https://orcid.org/0000-0002-5168-6597"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shixin Jiang","raw_affiliation_strings":["School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-5168-6597","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China","institution_ids":["https://openalex.org/I63371133"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6968,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69689721,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"26","issue":"10","first_page":"14942","last_page":"14952"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.6124452352523804},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5256622433662415},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5163770914077759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4771040081977844},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.4390738606452942},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38293910026550293},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2887336015701294},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12415313720703125},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.08069860935211182}],"concepts":[{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.6124452352523804},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5256622433662415},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5163770914077759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4771040081977844},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.4390738606452942},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38293910026550293},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2887336015701294},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12415313720703125},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.08069860935211182},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2025.3578810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3578810","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G182772496","display_name":null,"funder_award_id":"62103068","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2045229062","display_name":null,"funder_award_id":"2024s0103","funder_id":"https://openalex.org/F4320326957","funder_display_name":"Chongqing Jiaotong University"},{"id":"https://openalex.org/G2673111523","display_name":null,"funder_award_id":"KJZD-K202400709","funder_id":"https://openalex.org/F4320324805","funder_display_name":"Chongqing Municipal Education Commission"},{"id":"https://openalex.org/G4877153427","display_name":null,"funder_award_id":"62003063","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5519329528","display_name":null,"funder_award_id":"CSTB2022NSCQ-MSX1599","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G6815347698","display_name":null,"funder_award_id":"52478141","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8064013435","display_name":null,"funder_award_id":"KJQN202100745","funder_id":"https://openalex.org/F4320324805","funder_display_name":"Chongqing Municipal Education Commission"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324805","display_name":"Chongqing Municipal Education Commission","ror":"https://ror.org/031nm5713"},{"id":"https://openalex.org/F4320326957","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1974605586","https://openalex.org/W1995130521","https://openalex.org/W2058988978","https://openalex.org/W2581277710","https://openalex.org/W3036991312","https://openalex.org/W3093506109","https://openalex.org/W3112798201","https://openalex.org/W3177431918","https://openalex.org/W4220809157","https://openalex.org/W4226095742","https://openalex.org/W4280491056","https://openalex.org/W4289752563","https://openalex.org/W4312815172","https://openalex.org/W4317721455","https://openalex.org/W4361018227","https://openalex.org/W4368352560","https://openalex.org/W4379382445","https://openalex.org/W4383619914","https://openalex.org/W4386747932","https://openalex.org/W4391092744","https://openalex.org/W4392843888","https://openalex.org/W4394966981","https://openalex.org/W4402754006","https://openalex.org/W4403887646","https://openalex.org/W4405129418","https://openalex.org/W4407064010"],"related_works":["https://openalex.org/W1501776718","https://openalex.org/W2615136228","https://openalex.org/W657108774","https://openalex.org/W2390192952","https://openalex.org/W2480620430","https://openalex.org/W2373296418","https://openalex.org/W1515761309","https://openalex.org/W4301400761","https://openalex.org/W3213254966","https://openalex.org/W2377265617"],"abstract_inverted_index":{"Bridge":[0],"cracks":[1,46,184],"can":[2],"threaten":[3],"transportation":[4,273],"safety":[5,22],"and":[6,23,33,41,65,93,169,185,206,224,235,237,241,258],"infrastructure,":[7],"leading":[8],"to":[9,43,117,173],"severe":[10],"failures":[11],"if":[12],"not":[13],"detected.":[14],"Timely,":[15],"accurate":[16],"detection":[17],"is":[18,101,137,154],"vital":[19],"for":[20,128,148,267],"bridge":[21,75,87,261,269],"preventing":[24],"costly":[25],"repairs.":[26],"Traditional":[27],"methods":[28,53,213],"rely":[29],"on":[30,80,83,191],"manual":[31],"inspections":[32],"basic":[34],"image":[35],"processing,":[36],"making":[37],"them":[38],"slow,":[39],"error-prone,":[40],"unable":[42],"detect":[44],"fine":[45,176,215],"or":[47],"handle":[48],"noise.":[49,189],"Current":[50],"semantic":[51],"segmentation":[52,63,77,91,181],"face":[54],"challenges":[55],"in":[56,61,86,214,253,272],"accurately":[57],"identifying":[58],"cracks,":[59],"particularly":[60,127],"maintaining":[62],"continuity":[64,92],"handling":[66,94,187],"localized":[67,183],"crack":[68,76,96,216,262],"features.":[69],"This":[70],"paper":[71],"proposes":[72],"an":[73],"improved":[74],"algorithm":[78,198],"based":[79],"Mask2Former,":[81],"focusing":[82],"intelligent":[84],"automation":[85],"maintenance":[88],"by":[89],"preserving":[90],"diverse":[95],"morphologies.":[97],"The":[98],"Mask2Former":[99],"architecture":[100],"enhanced":[102],"through":[103],"the":[104,180,196,228,247,250,255],"introduction":[105],"of":[106,182,201,204,209,233,239,249,260],"a":[107,114,132,167],"multi-scale":[108],"feature":[109,120,125,134],"fusion":[110,115],"module,":[111],"which":[112,161],"utilizes":[113],"block":[116],"process":[118],"concatenated":[119],"maps":[121],"via":[122],"RepBlock,":[123],"strengthening":[124],"representation,":[126],"small":[129],"cracks.":[130],"Furthermore,":[131],"high-resolution":[133],"processing":[135],"module":[136],"integrated,":[138],"employing":[139],"wavelet":[140,146],"transform":[141],"convolution":[142,159],"(WTConv)":[143],"with":[144,156,166,264],"multi-level":[145],"transformations":[147],"extensive":[149],"receptive":[150],"field":[151],"coverage.":[152],"WTConv":[153],"refined":[155],"detail":[157],"enhancement":[158],"(DEConv),":[160],"maintains":[162],"parameter":[163],"efficiency,":[164],"along":[165],"channel":[168],"spatial":[170],"attention":[171],"mechanism":[172],"better":[174],"capture":[175],"details,":[177],"thus":[178],"improving":[179,254],"effectively":[186],"background":[188],"Experiments":[190],"benchmark":[192],"datasets":[193],"demonstrate":[194],"that":[195,221],"proposed":[197,251],"achieves":[199],"mIoU":[200,231],"86.33%,":[202],"F1-Score":[203],"85.07%,":[205],"pixel":[207],"accuracy":[208],"98.70%,":[210],"surpassing":[211],"existing":[212],"detection.":[217],"Ablation":[218],"experiments":[219],"show":[220],"both":[222],"MSFM":[223],"HRFPM":[225],"significantly":[226],"outperform":[227],"baseline,":[229],"achieving":[230],"scores":[232],"86.22%":[234],"85.99%,":[236],"F1-scores":[238],"84.95%":[240],"84.65%,":[242],"respectively.":[243],"These":[244],"results":[245],"highlight":[246],"effectiveness":[248],"method":[252],"robustness,":[256],"accuracy,":[257],"efficiency":[259],"segmentation,":[263],"significant":[265],"potential":[266],"enhancing":[268],"health":[270],"monitoring":[271],"infrastructure.":[274]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}