{"id":"https://openalex.org/W4407948375","doi":"https://doi.org/10.1109/tii.2025.3528561","title":"Insulation Pull Rod Defect Detection With Data Augmentation Algorithm Focused on Target Region Integrity","display_name":"Insulation Pull Rod Defect Detection With Data Augmentation Algorithm Focused on Target Region Integrity","publication_year":2025,"publication_date":"2025-02-26","ids":{"openalex":"https://openalex.org/W4407948375","doi":"https://doi.org/10.1109/tii.2025.3528561"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2025.3528561","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3528561","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5088854894","display_name":"Changyun Li","orcid":"https://orcid.org/0000-0001-6401-715X"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changyun Li","raw_affiliation_strings":["Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0001-6401-715X","affiliations":[{"raw_affiliation_string":"Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002483912","display_name":"Yuze Hua","orcid":null},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuze Hua","raw_affiliation_strings":["Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I80143920"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03342682,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":"5","first_page":"4200","last_page":"4209"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14156","display_name":"Engineering Applied Research","score":0.9692000150680542,"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/T14156","display_name":"Engineering Applied Research","score":0.9692000150680542,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9591000080108643,"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":0.45062050223350525},{"id":"https://openalex.org/keywords/algorithm-design","display_name":"Algorithm design","score":0.44412821531295776},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4412078857421875},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.43923425674438477}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45062050223350525},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.44412821531295776},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4412078857421875},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.43923425674438477}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2025.3528561","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3528561","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2561059887","https://openalex.org/W2594258618","https://openalex.org/W2775795276","https://openalex.org/W2954996726","https://openalex.org/W2978204750","https://openalex.org/W3159421928","https://openalex.org/W3213997984","https://openalex.org/W4281718770","https://openalex.org/W4285505395","https://openalex.org/W4291128230","https://openalex.org/W4293869519","https://openalex.org/W4313040982","https://openalex.org/W4313189557","https://openalex.org/W4376479254","https://openalex.org/W4380880327","https://openalex.org/W4387010956","https://openalex.org/W4388865062","https://openalex.org/W4390119937","https://openalex.org/W4396680503","https://openalex.org/W4400446366"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2393888177","https://openalex.org/W2544423928","https://openalex.org/W2117183908","https://openalex.org/W2115794623","https://openalex.org/W2360264381","https://openalex.org/W4406345323","https://openalex.org/W2067173559","https://openalex.org/W2148738811","https://openalex.org/W1613730747"],"abstract_inverted_index":{"Based":[0],"on":[1,38,72,99,161],"deep":[2],"learning,":[3],"object":[4],"detection":[5,113,142,156,219],"networks":[6,114],"provide":[7],"an":[8,153],"accurate":[9],"and":[10,29,52,106,144,192],"sensitive":[11,218],"method":[12],"for":[13,48,158,213,221],"ensuring":[14],"the":[15,24,30,33,53,78,85,90,116,123,127,138,168,171,179,185,199,214],"factory":[16],"quality":[17,200],"of":[18,26,32,140,147,216],"insulation":[19],"pull":[20],"rods":[21],"(IPRs).":[22],"However,":[23],"stability":[25],"network":[27],"training":[28],"performance":[31],"trained":[34],"model":[35],"heavily":[36],"depend":[37],"large-scale,":[39],"high-quality":[40],"sample":[41],"data.":[42],"In":[43],"practice,":[44,176],"obtaining":[45],"defect":[46,93,112,155],"samples":[47],"IPR":[49,92,133,159,195,222],"is":[50,56,164,173],"challenging,":[51],"available":[54],"data":[55,68],"often":[57],"scarce.":[58],"To":[59],"effectively":[60,131],"address":[61],"these":[62],"issues,":[63],"this":[64,103],"article":[65,208],"proposes":[66],"a":[67,210],"augmentation":[69,87,104],"algorithm":[70,105,125],"focused":[71],"target":[73],"region":[74],"integrity":[75],"to":[76,89,130,136],"bridge":[77],"significant":[79,188],"semantic":[80],"information":[81],"gap":[82],"caused":[83],"by":[84,102],"Mosaic":[86,107],"applied":[88],"raw":[91],"images.":[94],"Comparative":[95],"experiments":[96],"are":[97],"conducted":[98],"datasets":[100],"constructed":[101],"augmentation,":[108],"using":[109],"mainstream":[110],"industrial":[111],"in":[115,175,190,203],"field.":[117],"The":[118,181],"experimental":[119],"results":[120,182],"demonstrate":[121],"that":[122,184],"proposed":[124,169],"enhances":[126],"network's":[128],"ability":[129],"perceive":[132],"defects.":[134,223],"Furthermore,":[135],"overcome":[137],"challenges":[139],"low":[141],"efficiency":[143],"poor":[145],"timeliness":[146],"intelligent":[148,154],"analysis":[149],"under":[150],"real-world":[151],"conditions,":[152],"system":[157,172,186],"based":[160],"translucent":[162],"imaging":[163],"developed.":[165],"By":[166],"integrating":[167],"algorithm,":[170],"tested":[174],"further":[177],"validating":[178],"approach.":[180],"show":[183],"offers":[187],"advantages":[189],"rapidly":[191],"accurately":[193],"detecting":[194],"defects,":[196],"thus":[197],"meeting":[198],"inspection":[201],"needs":[202],"actual":[204],"production":[205],"processes.":[206],"This":[207],"provides":[209],"new":[211],"perspective":[212],"development":[215],"highly":[217],"methods":[220]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}