{"id":"https://openalex.org/W4411550942","doi":"https://doi.org/10.1109/cscwd64889.2025.11033231","title":"Insulator Multi-Defect Detection Based on Multi-Dimensional Cooperative Interaction","display_name":"Insulator Multi-Defect Detection Based on Multi-Dimensional Cooperative Interaction","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4411550942","doi":"https://doi.org/10.1109/cscwd64889.2025.11033231"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd64889.2025.11033231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd64889.2025.11033231","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-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/A5103201869","display_name":"Shuqiang Guo","orcid":"https://orcid.org/0000-0003-0811-753X"},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuqiang Guo","raw_affiliation_strings":["Northeast Electric Power University,Jilin,China"],"affiliations":[{"raw_affiliation_string":"Northeast Electric Power University,Jilin,China","institution_ids":["https://openalex.org/I179060312"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116046504","display_name":"Linghao Meng","orcid":null},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linghao Meng","raw_affiliation_strings":["Northeast Electric Power University,Jilin,China"],"affiliations":[{"raw_affiliation_string":"Northeast Electric Power University,Jilin,China","institution_ids":["https://openalex.org/I179060312"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103201869"],"corresponding_institution_ids":["https://openalex.org/I179060312"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23808773,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"453","last_page":"458"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/computer-science","display_name":"Computer science","score":0.5508074760437012},{"id":"https://openalex.org/keywords/insulator","display_name":"Insulator (electricity)","score":0.4676463305950165},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.29703488945961},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.26058968901634216}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5508074760437012},{"id":"https://openalex.org/C212702","wikidata":"https://www.wikidata.org/wiki/Q178150","display_name":"Insulator (electricity)","level":2,"score":0.4676463305950165},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.29703488945961},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.26058968901634216}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd64889.2025.11033231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd64889.2025.11033231","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2962793481","https://openalex.org/W3180134609","https://openalex.org/W3200605425","https://openalex.org/W3208038066","https://openalex.org/W4293057111","https://openalex.org/W4312253772","https://openalex.org/W4313839106","https://openalex.org/W4319863560","https://openalex.org/W6685352114"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Aiming":[0],"at":[1,198],"the":[2,16,43,58,71,76,95,98,115,119,127,130,146,150,161,165,168,193],"problems":[3],"of":[4,20,23,36,45,75,100,122,129,149,170,195],"small":[5,79,123],"target,":[6],"large":[7],"scale":[8],"difference,":[9],"multiple":[10],"types":[11],"and":[12,64,103,137,174,182],"complex":[13,101],"background":[14,102],"in":[15,42],"multi-defect":[17],"image":[18],"detection":[19,35,117,121],"overhead":[21,37],"insulators":[22,38],"transmission":[24],"lines,":[25],"a":[26,49,82],"multi-dimensional":[27,50],"collaborative":[28,51],"feature":[29,47,59],"interaction":[30,60],"algorithm":[31,131,152,188],"for":[32,78],"multi-scale":[33,46,133],"defect":[34,106],"was":[39,91,125,135],"proposed.":[40],"Firstly,":[41],"process":[44],"fusion,":[48],"attention":[52],"module":[53,90],"is":[54,156],"introduced":[55],"to":[56,69,93,132],"enhance":[57,70],"between":[61],"spatial":[62,86],"dimension":[63],"channel":[65],"dimension,":[66],"so":[67],"as":[68],"global":[72,83],"perception":[73],"ability":[74],"model":[77],"targets.":[80],"Secondly,":[81],"receptive":[84,110],"field":[85],"pooling":[87],"pyramid":[88],"fast":[89],"constructed":[92],"help":[94],"network":[96],"suppress":[97],"interference":[99],"aggregate":[104],"insulator":[105,171,196],"features":[107],"from":[108],"different":[109,199],"fields.":[111],"Finally,":[112],"by":[113,178],"designing":[114],"MG-Detect":[116],"head,":[118],"missed":[120],"targets":[124,134],"reduced,":[126],"adaptability":[128],"enhanced,":[136],"redundant":[138],"calculations":[139],"were":[140],"reduced.":[141],"Experimental":[142],"results":[143],"show":[144],"that":[145],"mAP@0.5":[147],"accuracy":[148],"proposed":[151,187],"reaches":[153],"97.0%,":[154],"which":[155],"5.1":[157,179],"%":[158],"higher":[159],"than":[160],"baseline":[162],"model.":[163],"At":[164],"same":[166],"time,":[167],"AP":[169],"fracture,":[172],"flash":[173],"self-explosion":[175],"defects":[176,197],"increased":[177],"%,":[180,184],"9.9%":[181],"1.1":[183],"respectively.":[185],"The":[186],"can":[189],"more":[190],"accurately":[191],"identify":[192],"characteristics":[194],"scales.":[200]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
