{"id":"https://openalex.org/W4408566264","doi":"https://doi.org/10.1109/tim.2025.3552394","title":"Large Visual Perception Network With Auxiliary Supervision for Surface Defect Detection","display_name":"Large Visual Perception Network With Auxiliary Supervision for Surface Defect Detection","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408566264","doi":"https://doi.org/10.1109/tim.2025.3552394"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3552394","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3552394","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/A5019169850","display_name":"Qingqing Huang","orcid":"https://orcid.org/0000-0002-8298-5418"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qingqing Huang","raw_affiliation_strings":["Key Laboratory of Education Ministry for Industrial Internet of Things and Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China","Key Laboratory of Education Ministry for Industrial Internet of Things &#x0026; Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-8298-5418","affiliations":[{"raw_affiliation_string":"Key Laboratory of Education Ministry for Industrial Internet of Things and Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Key Laboratory of Education Ministry for Industrial Internet of Things &#x0026; Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yangyong Mu","orcid":"https://orcid.org/0009-0001-4225-7539"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangyong Mu","raw_affiliation_strings":["Key Laboratory of Education Ministry for Industrial Internet of Things and Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China","Key Laboratory of Education Ministry for Industrial Internet of Things &#x0026; Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0001-4225-7539","affiliations":[{"raw_affiliation_string":"Key Laboratory of Education Ministry for Industrial Internet of Things and Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Key Laboratory of Education Ministry for Industrial Internet of Things &#x0026; Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089139551","display_name":"Yan Han","orcid":"https://orcid.org/0000-0001-7799-2659"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Han","raw_affiliation_strings":["Key Laboratory of Education Ministry for Industrial Internet of Things and Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China","Key Laboratory of Education Ministry for Industrial Internet of Things &#x0026; Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-7799-2659","affiliations":[{"raw_affiliation_string":"Key Laboratory of Education Ministry for Industrial Internet of Things and Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Key Laboratory of Education Ministry for Industrial Internet of Things &#x0026; Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100732089","display_name":"Yan Zhang","orcid":"https://orcid.org/0000-0002-6242-4162"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Zhang","raw_affiliation_strings":["Key Laboratory of Education Ministry for Industrial Internet of Things and Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China","Key Laboratory of Education Ministry for Industrial Internet of Things &#x0026; Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-6242-4162","affiliations":[{"raw_affiliation_string":"Key Laboratory of Education Ministry for Industrial Internet of Things and Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Key Laboratory of Education Ministry for Industrial Internet of Things &#x0026; Networked Control, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019169850"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0587502,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9995999932289124,"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":0.9995999932289124,"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"}},{"id":"https://openalex.org/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.941100001335144,"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/perception","display_name":"Perception","score":0.572561502456665},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.531324565410614},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46113693714141846},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39151179790496826},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3450906276702881},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2134602963924408},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1275518536567688},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09724259376525879}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.572561502456665},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.531324565410614},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46113693714141846},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39151179790496826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3450906276702881},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2134602963924408},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1275518536567688},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09724259376525879},{"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:10.1109/tim.2025.3552394","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3552394","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":[{"display_name":"Reduced inequalities","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G4054207664","display_name":null,"funder_award_id":"2022YFE0204500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2097117768","https://openalex.org/W2565639579","https://openalex.org/W2944303778","https://openalex.org/W2950565945","https://openalex.org/W2952744660","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963857746","https://openalex.org/W2964444661","https://openalex.org/W2985228975","https://openalex.org/W3012374719","https://openalex.org/W3034971973","https://openalex.org/W3042011474","https://openalex.org/W3110440461","https://openalex.org/W3133630855","https://openalex.org/W3138516171","https://openalex.org/W3146366485","https://openalex.org/W3175515048","https://openalex.org/W4206634018","https://openalex.org/W4213449445","https://openalex.org/W4226334005","https://openalex.org/W4288693944","https://openalex.org/W4291366275","https://openalex.org/W4312443924","https://openalex.org/W4312875392","https://openalex.org/W4360838197","https://openalex.org/W4386497700","https://openalex.org/W4388807184","https://openalex.org/W4393376891","https://openalex.org/W4402754006","https://openalex.org/W4403770406","https://openalex.org/W4404317078","https://openalex.org/W6637373629","https://openalex.org/W6684665197","https://openalex.org/W6729983426","https://openalex.org/W6798838024","https://openalex.org/W6810974023","https://openalex.org/W6846652169","https://openalex.org/W6847876731","https://openalex.org/W6856831935","https://openalex.org/W6859549755","https://openalex.org/W6868582632"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Surface":[0],"defect":[1,24,130],"detection":[2,25],"is":[3,50,75,98],"a":[4,30,68],"pivotal":[5],"process":[6],"in":[7,22],"industrial":[8],"manufacturing.":[9],"However,":[10],"the":[11,14,44,54,57,61,79,90,103,110,126],"multiscale":[12,64],"and":[13],"low-contrast":[15],"problems":[16],"are":[17],"still":[18],"difficult":[19],"to":[20,39,52,77,124],"overcome":[21],"current":[23,114],"methods.":[26],"This":[27],"article":[28],"proposes":[29],"large":[31,45],"visual":[32,46],"perception":[33,47],"network":[34,48],"with":[35,63],"auxiliary":[36,80],"supervision":[37,81],"(LVPAS-Net)":[38],"address":[40],"these":[41],"issues.":[42],"Specifically,":[43],"(LVPNet)":[49],"designed":[51],"enhance":[53],"robustness":[55],"of":[56,95,128],"model":[58,97],"by":[59],"treating":[60],"defects":[62],"changes.":[65],"In":[66],"addition,":[67],"deformable":[69],"convolutional":[70],"feature":[71],"alignment":[72],"(DFA)":[73],"module":[74],"proposed":[76,111],"redesign":[78],"architecture,":[82],"which":[83],"provides":[84],"more":[85],"accurate":[86],"gradient":[87],"information":[88],"for":[89],"backbone":[91],"network.":[92],"The":[93,106],"effectiveness":[94],"this":[96],"evaluated":[99],"through":[100],"experimentation":[101],"on":[102,117],"four":[104],"datasets.":[105],"results":[107],"illustrate":[108],"that":[109],"methodology":[112],"outperforms":[113],"state-of-the-art":[115],"systems":[116],"all":[118],"datasets,":[119],"thus":[120],"affirming":[121],"its":[122],"potential":[123],"advance":[125],"field":[127],"surface":[129],"detection.":[131]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
