{"id":"https://openalex.org/W4321636646","doi":"https://doi.org/10.1109/wcsp55476.2022.10039235","title":"Defect Reconstruction for Class-imbalanced Power System Defect Recognition","display_name":"Defect Reconstruction for Class-imbalanced Power System Defect Recognition","publication_year":2022,"publication_date":"2022-11-01","ids":{"openalex":"https://openalex.org/W4321636646","doi":"https://doi.org/10.1109/wcsp55476.2022.10039235"},"language":"en","primary_location":{"id":"doi:10.1109/wcsp55476.2022.10039235","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wcsp55476.2022.10039235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 14th International Conference on Wireless Communications and Signal Processing (WCSP)","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/A5100732832","display_name":"Hongxing Wang","orcid":"https://orcid.org/0000-0003-2569-0821"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hongxing Wang","raw_affiliation_strings":["Jiangsu Frontier, Electric Power Technology Company,Nanjing,China","Jiangsu Frontier, Electric Power Technology Company, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Frontier, Electric Power Technology Company,Nanjing,China","institution_ids":[]},{"raw_affiliation_string":"Jiangsu Frontier, Electric Power Technology Company, Nanjing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100606193","display_name":"Mei Wu","orcid":"https://orcid.org/0000-0002-2467-1402"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mei Wu","raw_affiliation_strings":["Jiangsu Frontier, Electric Power Technology Company,Nanjing,China","Jiangsu Frontier, Electric Power Technology Company, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Frontier, Electric Power Technology Company,Nanjing,China","institution_ids":[]},{"raw_affiliation_string":"Jiangsu Frontier, Electric Power Technology Company, Nanjing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100328452","display_name":"Yu Song","orcid":"https://orcid.org/0000-0002-9525-2870"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu Song","raw_affiliation_strings":["Jiangsu Frontier, Electric Power Technology Company,Nanjing,China","Jiangsu Frontier, Electric Power Technology Company, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Frontier, Electric Power Technology Company,Nanjing,China","institution_ids":[]},{"raw_affiliation_string":"Jiangsu Frontier, Electric Power Technology Company, Nanjing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100327448","display_name":"Xin Zhang","orcid":"https://orcid.org/0000-0002-4026-4284"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xin Zhang","raw_affiliation_strings":["Jiangsu Frontier, Electric Power Technology Company,Nanjing,China","Jiangsu Frontier, Electric Power Technology Company, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Frontier, Electric Power Technology Company,Nanjing,China","institution_ids":[]},{"raw_affiliation_string":"Jiangsu Frontier, Electric Power Technology Company, Nanjing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019724140","display_name":"Weiping Mao","orcid":"https://orcid.org/0000-0001-7243-0040"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiping Mao","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology,Wuhan,China","School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100732832"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24120779,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"abs/1406.2661","issue":null,"first_page":"149","last_page":"153"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10972","display_name":"Power Systems Fault Detection","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9714000225067139,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.7459191083908081},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7073837518692017},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7053887844085693},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5295363664627075},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.49798083305358887},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4868285059928894},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.47267183661460876},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4268583655357361},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4253832995891571},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4189789593219757},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3373388946056366},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13122108578681946}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7459191083908081},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7073837518692017},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7053887844085693},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5295363664627075},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.49798083305358887},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4868285059928894},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.47267183661460876},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4268583655357361},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4253832995891571},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4189789593219757},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3373388946056366},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13122108578681946},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcsp55476.2022.10039235","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wcsp55476.2022.10039235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 14th International Conference on Wireless Communications and Signal Processing (WCSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2440599146","https://openalex.org/W2783876128","https://openalex.org/W2909309670","https://openalex.org/W2936503027","https://openalex.org/W2962770929","https://openalex.org/W3092073132","https://openalex.org/W3174807077","https://openalex.org/W4220768766","https://openalex.org/W4281977901","https://openalex.org/W4298289240","https://openalex.org/W6637568146","https://openalex.org/W6779093361"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W4246396837","https://openalex.org/W2482350142","https://openalex.org/W3176240006","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4288019534","https://openalex.org/W4385572368"],"abstract_inverted_index":{"Performing":[0],"fault":[1],"diagnosis":[2],"is":[3,59],"an":[4],"important":[5],"routine":[6],"to":[7,30,49,53,61,99],"keep":[8],"power":[9,17,36,127],"systems":[10,18,37],"functioning":[11],"properly.":[12],"Since":[13],"most":[14],"facilities":[15],"of":[16,35,79,93,121],"are":[19,28,43],"located":[20],"in":[21,71],"the":[22,55,67,77,80,94,119,125],"wild,":[23],"unmanned":[24],"aerial":[25],"vehicles":[26],"(UAV)":[27],"used":[29,84],"collect":[31],"potentially":[32],"damaged":[33,56],"components":[34],"by":[38],"taking":[39],"pictures.":[40],"Those":[41],"pictures":[42],"categorized":[44],"into":[45],"a":[46,72],"certain":[47],"type":[48],"take":[50],"corresponding":[51],"actions":[52],"repair":[54],"components.":[57],"It":[58],"vital":[60],"classify":[62],"collected":[63,68],"images":[64,69,102,123],"accurately.":[65],"However,":[66],"distribute":[70],"class-imbalanced":[73,126],"style,":[74],"which":[75],"degrades":[76],"performance":[78],"classifier":[81],"if":[82],"directly":[83],"for":[85,103],"training.":[86],"In":[87],"this":[88],"paper,":[89],"we":[90],"make":[91],"use":[92],"generative":[95],"adversarial":[96],"network":[97],"(GAN)":[98],"generate":[100],"extra":[101],"classes":[104],"that":[105],"have":[106],"fewer":[107],"images.":[108],"Our":[109],"method":[110],"achieves":[111],"decent":[112],"improvements":[113],"on":[114,124],"4":[115],"different":[116],"scenes,":[117],"showing":[118],"effectiveness":[120],"GAN-generated":[122],"system":[128],"defect":[129],"classification":[130],"task.":[131]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}