{"id":"https://openalex.org/W4410295049","doi":"https://doi.org/10.1109/tim.2025.3568955","title":"Label-Related-Guided Multimodality Long-Tailed Sewer Symbiotic Defect Recognition","display_name":"Label-Related-Guided Multimodality Long-Tailed Sewer Symbiotic Defect Recognition","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410295049","doi":"https://doi.org/10.1109/tim.2025.3568955"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3568955","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3568955","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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":"https://openalex.org/A5035611029","display_name":"Yuzhong Zhong","orcid":"https://orcid.org/0000-0001-8046-1904"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuzhong Zhong","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053567593","display_name":"Yafeng Zou","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yafeng Zou","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101363438","display_name":"Jin Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094968","display_name":"South China Municipal Engineering Design and Research Institute (China)","ror":"https://ror.org/00n7rz703","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210094968"]},{"id":"https://openalex.org/I4210107102","display_name":"Shanghai Municipal Human Resources and Social Security Bureau","ror":"https://ror.org/00zp3kj13","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210107102","https://openalex.org/I4210165456"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Cheng","raw_affiliation_strings":["Chengdu Xingrong Municipal Facilities Management Company Ltd., Chengdu, China","Chengdu Xingrong municipal facilities Management Co., LTD, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Chengdu Xingrong Municipal Facilities Management Company Ltd., Chengdu, China","institution_ids":["https://openalex.org/I4210094968"]},{"raw_affiliation_string":"Chengdu Xingrong municipal facilities Management Co., LTD, Chengdu, China","institution_ids":["https://openalex.org/I4210107102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065886129","display_name":"Leiliang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094968","display_name":"South China Municipal Engineering Design and Research Institute (China)","ror":"https://ror.org/00n7rz703","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210094968"]},{"id":"https://openalex.org/I4210107102","display_name":"Shanghai Municipal Human Resources and Social Security Bureau","ror":"https://ror.org/00zp3kj13","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210107102","https://openalex.org/I4210165456"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linghu Zhang","raw_affiliation_strings":["Chengdu Xingrong Municipal Facilities Management Company Ltd., Chengdu, China","Chengdu Xingrong municipal facilities Management Co., LTD, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Chengdu Xingrong Municipal Facilities Management Company Ltd., Chengdu, China","institution_ids":["https://openalex.org/I4210094968"]},{"raw_affiliation_string":"Chengdu Xingrong municipal facilities Management Co., LTD, Chengdu, China","institution_ids":["https://openalex.org/I4210107102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103568383","display_name":"Dan Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094968","display_name":"South China Municipal Engineering Design and Research Institute (China)","ror":"https://ror.org/00n7rz703","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210094968"]},{"id":"https://openalex.org/I4210107102","display_name":"Shanghai Municipal Human Resources and Social Security Bureau","ror":"https://ror.org/00zp3kj13","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210107102","https://openalex.org/I4210165456"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Yang","raw_affiliation_strings":["Chengdu Xingrong Municipal Facilities Management Company Ltd., Chengdu, China","Chengdu Xingrong municipal facilities Management Co., LTD, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Chengdu Xingrong Municipal Facilities Management Company Ltd., Chengdu, China","institution_ids":["https://openalex.org/I4210094968"]},{"raw_affiliation_string":"Chengdu Xingrong municipal facilities Management Co., LTD, Chengdu, China","institution_ids":["https://openalex.org/I4210107102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028285183","display_name":"Songyi Dian","orcid":"https://orcid.org/0000-0002-4093-3839"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songyi Dian","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5035611029"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10476122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9988999962806702,"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":0.9988999962806702,"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/T12233","display_name":"Geotechnical Engineering and Underground Structures","score":0.9843999743461609,"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/T11220","display_name":"Water Systems and Optimization","score":0.9316999912261963,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/multimodality","display_name":"Multimodality","score":0.8496707677841187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4488615095615387},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4339505434036255},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3218514323234558}],"concepts":[{"id":"https://openalex.org/C2780910867","wikidata":"https://www.wikidata.org/wiki/Q1952416","display_name":"Multimodality","level":2,"score":0.8496707677841187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4488615095615387},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4339505434036255},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3218514323234558},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3568955","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3568955","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1162432845","display_name":null,"funder_award_id":"62203314","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6713610246","display_name":null,"funder_award_id":"2024NSFSC1482","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329861","display_name":"Natural Science Foundation of Sichuan Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1994198993","https://openalex.org/W2146241755","https://openalex.org/W2194775991","https://openalex.org/W2511170587","https://openalex.org/W2620998106","https://openalex.org/W2741387616","https://openalex.org/W2792741217","https://openalex.org/W2898115834","https://openalex.org/W2922005503","https://openalex.org/W2932399282","https://openalex.org/W2953888523","https://openalex.org/W2963745697","https://openalex.org/W2964111476","https://openalex.org/W2970871020","https://openalex.org/W2990152177","https://openalex.org/W2990503944","https://openalex.org/W2996937600","https://openalex.org/W2998420437","https://openalex.org/W3108105109","https://openalex.org/W3120129399","https://openalex.org/W3125930480","https://openalex.org/W3170015791","https://openalex.org/W3203170887","https://openalex.org/W3206909183","https://openalex.org/W4211237505","https://openalex.org/W4214673031","https://openalex.org/W4214727094","https://openalex.org/W4214951466","https://openalex.org/W4220782104","https://openalex.org/W4306870442","https://openalex.org/W4312310776","https://openalex.org/W4312564570","https://openalex.org/W4322707282","https://openalex.org/W4375869021","https://openalex.org/W4379806189","https://openalex.org/W4382651856","https://openalex.org/W4386113259","https://openalex.org/W4386472826","https://openalex.org/W4389157352","https://openalex.org/W4400975126","https://openalex.org/W4403420160","https://openalex.org/W4403791856","https://openalex.org/W6790019176","https://openalex.org/W6791353385","https://openalex.org/W6810378106","https://openalex.org/W6839546733","https://openalex.org/W6845893594"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4205899436","https://openalex.org/W2462138927","https://openalex.org/W3111427900","https://openalex.org/W4302009627","https://openalex.org/W4212781403","https://openalex.org/W4388989680","https://openalex.org/W2901011898"],"abstract_inverted_index":{"Automated":[0],"sewer":[1,56,165],"defect":[2,57,90,166],"recognition":[3,18,58,149],"technology":[4],"based":[5],"on":[6,74,135],"machine":[7],"vision":[8],"is":[9],"crucial":[10],"for":[11,164],"modern":[12],"urban":[13],"sewage":[14],"systems.":[15],"However,":[16],"existing":[17],"models":[19],"face":[20],"two":[21],"significant":[22],"challenges:":[23],"(1)":[24],"inadequate":[25],"performance":[26],"in":[27,154],"identifying":[28],"rare":[29,89],"but":[30,151],"high-risk":[31,157],"defects,":[32,158],"and":[33,107,138,168],"(2)":[34],"complex":[35,128],"interrelations":[36],"among":[37],"co-occurring":[38],"defects":[39],"that":[40,142],"hinder":[41],"the":[42,71,79,101,123,136],"extraction":[43],"of":[44],"discriminative":[45],"features.":[46,91],"To":[47],"tackle":[48],"these":[49],"issues,":[50],"we":[51],"propose":[52],"a":[53,61],"label-guided":[54],"multimodal":[55],"method":[59],"incorporating":[60],"tail-aware":[62],"knowledge":[63],"distillation":[64],"(KD)":[65],"strategy.":[66],"This":[67,121],"strategy":[68],"involves":[69],"fine-tuning":[70],"teacher":[72],"model":[73],"tail":[75],"data":[76],"to":[77,87,126],"guide":[78],"student":[80],"model\u2019s":[81,124],"learning":[82],"process,":[83],"enhancing":[84],"its":[85],"ability":[86],"identify":[88],"Furthermore,":[92],"our":[93,143],"proposed":[94],"Discrete":[95],"Image-Text":[96],"Interaction":[97],"Module":[98],"(DITIM)":[99],"explores":[100],"semantic":[102],"relationships":[103,117],"between":[104,130],"image":[105],"patches":[106],"text":[108],"through":[109],"an":[110,160],"interactive":[111],"mechanism,":[112],"which":[113],"helps":[114],"uncover":[115],"co-occurrence":[116],"within":[118],"multi-label":[119],"information.":[120],"improves":[122],"capability":[125],"capture":[127],"correlations":[129],"different":[131],"defects.":[132],"Experimental":[133],"validation":[134],"Sewer-ML":[137],"QV-Pipe":[139],"datasets":[140],"demonstrates":[141],"approach":[144],"not":[145],"only":[146],"boosts":[147],"overall":[148],"accuracy":[150],"also":[152],"excels":[153],"detecting":[155],"rare,":[156],"offering":[159],"effective":[161],"technical":[162],"solution":[163],"identification":[167],"management.":[169]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
