{"id":"https://openalex.org/W4403545553","doi":"https://doi.org/10.1061/jccee5.cpeng-5971","title":"Multilabel Sewer Pipe Defect Recognition with Mask Attention Feature Enhancement and Label Correlation Learning","display_name":"Multilabel Sewer Pipe Defect Recognition with Mask Attention Feature Enhancement and Label Correlation Learning","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4403545553","doi":"https://doi.org/10.1061/jccee5.cpeng-5971"},"language":"en","primary_location":{"id":"doi:10.1061/jccee5.cpeng-5971","is_oa":false,"landing_page_url":"https://doi.org/10.1061/jccee5.cpeng-5971","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","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/A5101680582","display_name":"Xin Zuo","orcid":"https://orcid.org/0000-0002-3978-6886"},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Zuo","raw_affiliation_strings":["Associate Professor, School of Computer Science and Engineering, Jiangsu Univ. of Science and Technology, Zhenjiang 212003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Associate Professor, School of Computer Science and Engineering, Jiangsu Univ. of Science and Technology, Zhenjiang 212003, China","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040501126","display_name":"Sheng Yu","orcid":"https://orcid.org/0000-0002-6347-0507"},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Sheng","raw_affiliation_strings":["Master\u2019s Student, School of Computer Science and Engineering, Jiangsu Univ. of Science and Technology, Zhenjiang 212003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Master\u2019s Student, School of Computer Science and Engineering, Jiangsu Univ. of Science and Technology, Zhenjiang 212003, China","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033894975","display_name":"Jifeng Shen","orcid":"https://orcid.org/0000-0002-4356-1831"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jifeng Shen","raw_affiliation_strings":["Associate Professor, School of Electronic and Informatics Engineering, Jiangsu Univ., Zhenjiang 212013, China. ORCID: "],"raw_orcid":"https://orcid.org/0000-0002-4356-1831","affiliations":[{"raw_affiliation_string":"Associate Professor, School of Electronic and Informatics Engineering, Jiangsu Univ., Zhenjiang 212013, China. ORCID: ","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007385399","display_name":"Yongwei Shan","orcid":"https://orcid.org/0000-0001-5918-042X"},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yongwei Shan","raw_affiliation_strings":["Associate Professor, School of Civil and Environmental Engineering, Oklahoma State Univ., Stillwater, OK 74074 (corresponding author). ORCID: "],"raw_orcid":"https://orcid.org/0000-0001-5918-042X","affiliations":[{"raw_affiliation_string":"Associate Professor, School of Civil and Environmental Engineering, Oklahoma State Univ., Stillwater, OK 74074 (corresponding author). ORCID: ","institution_ids":["https://openalex.org/I115475287"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7251,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8288493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"39","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9980000257492065,"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"}},"topics":[{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9980000257492065,"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"}},{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9965999722480774,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6961701512336731},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5498740673065186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5275477766990662},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5088505744934082},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4083092510700226},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3375154435634613},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2035830318927765}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6961701512336731},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5498740673065186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5275477766990662},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5088505744934082},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4083092510700226},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3375154435634613},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2035830318927765},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/jccee5.cpeng-5971","is_oa":false,"landing_page_url":"https://doi.org/10.1061/jccee5.cpeng-5971","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1567302070","https://openalex.org/W2194775991","https://openalex.org/W2612690371","https://openalex.org/W2773777859","https://openalex.org/W2922005503","https://openalex.org/W2932399282","https://openalex.org/W2963150697","https://openalex.org/W2963351448","https://openalex.org/W2970871020","https://openalex.org/W2982112268","https://openalex.org/W3000005686","https://openalex.org/W3111544845","https://openalex.org/W3120129399","https://openalex.org/W3138516171","https://openalex.org/W3142290225","https://openalex.org/W3167456680","https://openalex.org/W3170015791","https://openalex.org/W3184087575","https://openalex.org/W3206909183","https://openalex.org/W4210560788","https://openalex.org/W4211237505","https://openalex.org/W4214493665","https://openalex.org/W4214588174","https://openalex.org/W4214673031","https://openalex.org/W4223425133","https://openalex.org/W4286208861","https://openalex.org/W4304080876","https://openalex.org/W4306762137","https://openalex.org/W4306870442","https://openalex.org/W4308732280","https://openalex.org/W4309182044","https://openalex.org/W4309724443","https://openalex.org/W4315643860","https://openalex.org/W4322707282","https://openalex.org/W4323240248","https://openalex.org/W4379261327","https://openalex.org/W4390873052","https://openalex.org/W4390874575","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W3147584709","https://openalex.org/W2977677679","https://openalex.org/W1992327129","https://openalex.org/W2381986121","https://openalex.org/W2370918718","https://openalex.org/W2364238915","https://openalex.org/W2256933480","https://openalex.org/W2027854990","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"The":[0,44,89],"coexistence":[1],"of":[2,18,57,73,86,92,98],"multiple":[3,107,132],"defect":[4,29,133],"categories":[5,134],"as":[6,8],"well":[7],"the":[9,16,58,65,77,84,87,96,136],"substantial":[10],"class":[11,124],"imbalance":[12],"problem":[13],"significantly":[14],"impair":[15],"detection":[17],"sewer":[19,110,117],"pipeline":[20,118],"defects.":[21],"To":[22],"solve":[23],"this":[24,93],"problem,":[25],"a":[26,99,114],"multilabel":[27],"pipe":[28,111],"recognition":[30],"method":[31,46,68,128],"is":[32,95],"proposed":[33,45],"based":[34],"on":[35,76],"mask":[36],"attention-guided":[37],"feature":[38],"enhancement":[39],"and":[40,63,105],"label":[41],"correlation":[42],"learning.":[43],"can":[47,129],"achieve":[48],"current":[49,66],"approximate":[50],"state-of-the-art":[51],"classification":[52],"performance":[53],"using":[54],"just":[55],"1/16":[56],"Sewer-ML":[59],"training":[60],"data":[61,79],"set":[62],"exceeds":[64],"best":[67],"by":[69,122],"11.87%":[70],"in":[71,109,135],"terms":[72],"F2":[74],"metric":[75],"full":[78],"set,":[80],"while":[81],"also":[82],"proving":[83],"superiority":[85],"model.":[88],"major":[90],"contribution":[91],"study":[94],"development":[97],"more":[100,115],"efficient":[101],"model":[102,140],"for":[103,113],"identifying":[104],"locating":[106],"defects":[108],"images":[112],"accurate":[116],"condition":[119],"assessment.":[120],"Moreover,":[121],"employing":[123],"activation":[125],"maps,":[126],"our":[127],"accurately":[130],"pinpoint":[131],"image,":[137],"demonstrating":[138],"strong":[139],"interpretability.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}