{"id":"https://openalex.org/W3089493605","doi":"https://doi.org/10.1109/access.2020.3027850","title":"Multi-Scale Feature Enhanced Domain Adaptive Object Detection For Power Transmission Line Inspection","display_name":"Multi-Scale Feature Enhanced Domain Adaptive Object Detection For Power Transmission Line Inspection","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3089493605","doi":"https://doi.org/10.1109/access.2020.3027850","mag":"3089493605"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3027850","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3027850","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09210044.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09210044.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Pengyu Zhang","orcid":"https://orcid.org/0000-0002-6933-4530"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengyu Zhang","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6933-4530","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100442948","display_name":"Zhe Zhang","orcid":"https://orcid.org/0000-0001-8220-8443"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhe Zhang","raw_affiliation_strings":["Pazhou Lab, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pazhou Lab, Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100732976","display_name":"Yanpeng Hao","orcid":"https://orcid.org/0000-0002-7938-2835"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanpeng Hao","raw_affiliation_strings":["School of Electronic Power Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7938-2835","affiliations":[{"raw_affiliation_string":"School of Electronic Power Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053841398","display_name":"Zhiheng Zhou","orcid":"https://orcid.org/0000-0003-4040-0175"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiheng Zhou","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063517725","display_name":"Bing Luo","orcid":"https://orcid.org/0000-0002-5686-4946"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Luo","raw_affiliation_strings":["CSG Electronic PowerResearch Institute Co.Ltd, Guangzhou, China","Electrical Power Research Institute of China South Grid, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSG Electronic PowerResearch Institute Co.Ltd, Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Electrical Power Research Institute of China South Grid, Guangzhou, China","institution_ids":["https://openalex.org/I74872605"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100447723","display_name":"Tingting Wang","orcid":"https://orcid.org/0000-0002-2666-7159"},"institutions":[{"id":"https://openalex.org/I74872605","display_name":"China Southern Power Grid (China)","ror":"https://ror.org/03hkh9419","country_code":"CN","type":"company","lineage":["https://openalex.org/I74872605"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Wang","raw_affiliation_strings":["CSG Electronic PowerResearch Institute Co.Ltd, Guangzhou, China","Electrical Power Research Institute of China South Grid, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSG Electronic PowerResearch Institute Co.Ltd, Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"Electrical Power Research Institute of China South Grid, Guangzhou, China","institution_ids":["https://openalex.org/I74872605"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.15,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.81124477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"182105","last_page":"182116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9958000183105469,"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/T13715","display_name":"Power Line Inspection Robots","score":0.9833999872207642,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7881180644035339},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7211318016052246},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6476870179176331},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6120057702064514},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5554818511009216},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.513554573059082},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5063909292221069},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.49770453572273254},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4729333221912384},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4466875195503235},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.41158172488212585},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.08423298597335815},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07916790246963501}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7881180644035339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7211318016052246},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6476870179176331},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6120057702064514},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5554818511009216},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.513554573059082},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5063909292221069},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.49770453572273254},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4729333221912384},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4466875195503235},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.41158172488212585},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.08423298597335815},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07916790246963501},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3027850","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3027850","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09210044.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:230084b26e164e3fa564e25eed540ff7","is_oa":true,"landing_page_url":"https://doaj.org/article/230084b26e164e3fa564e25eed540ff7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 182105-182116 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3027850","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3027850","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09210044.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8122880305","display_name":null,"funder_award_id":"NEL201807","funder_id":"https://openalex.org/F4320327667","funder_display_name":"National Engineering Laboratory for Ultra High Voltage Engineering Technology"}],"funders":[{"id":"https://openalex.org/F4320327667","display_name":"National Engineering Laboratory for Ultra High Voltage Engineering Technology","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3089493605.pdf","grobid_xml":"https://content.openalex.org/works/W3089493605.grobid-xml"},"referenced_works_count":98,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1645888340","https://openalex.org/W1686810756","https://openalex.org/W1832500336","https://openalex.org/W1882958252","https://openalex.org/W1995063995","https://openalex.org/W2004273576","https://openalex.org/W2009671103","https://openalex.org/W2031342017","https://openalex.org/W2096943734","https://openalex.org/W2099471712","https://openalex.org/W2102605133","https://openalex.org/W2104094955","https://openalex.org/W2108598243","https://openalex.org/W2115403315","https://openalex.org/W2128053425","https://openalex.org/W2137528640","https://openalex.org/W2149466042","https://openalex.org/W2149933564","https://openalex.org/W2161969291","https://openalex.org/W2164598857","https://openalex.org/W2165698076","https://openalex.org/W2168356304","https://openalex.org/W2212660284","https://openalex.org/W2279034837","https://openalex.org/W2341914330","https://openalex.org/W2509784253","https://openalex.org/W2517637548","https://openalex.org/W2570343428","https://openalex.org/W2592141621","https://openalex.org/W2593768305","https://openalex.org/W2613718673","https://openalex.org/W2765407302","https://openalex.org/W2791049967","https://openalex.org/W2795155917","https://openalex.org/W2798355657","https://openalex.org/W2884771968","https://openalex.org/W2889358773","https://openalex.org/W2894878591","https://openalex.org/W2895281799","https://openalex.org/W2899771611","https://openalex.org/W2899812750","https://openalex.org/W2904706552","https://openalex.org/W2910009410","https://openalex.org/W2943878449","https://openalex.org/W2948069880","https://openalex.org/W2955828465","https://openalex.org/W2963037989","https://openalex.org/W2963107255","https://openalex.org/W2963150697","https://openalex.org/W2963217615","https://openalex.org/W2963351448","https://openalex.org/W2963399829","https://openalex.org/W2963826681","https://openalex.org/W2964115968","https://openalex.org/W2964241181","https://openalex.org/W2964278684","https://openalex.org/W2964288524","https://openalex.org/W2965843558","https://openalex.org/W2968634921","https://openalex.org/W2969893028","https://openalex.org/W2981512393","https://openalex.org/W2982120826","https://openalex.org/W2982770724","https://openalex.org/W2990740643","https://openalex.org/W2997310315","https://openalex.org/W2998216033","https://openalex.org/W2998731096","https://openalex.org/W3010456692","https://openalex.org/W3012573144","https://openalex.org/W3015818151","https://openalex.org/W3018638193","https://openalex.org/W3021632667","https://openalex.org/W3034401437","https://openalex.org/W3034779842","https://openalex.org/W3034801776","https://openalex.org/W3035316790","https://openalex.org/W3045896538","https://openalex.org/W3106250896","https://openalex.org/W3113929572","https://openalex.org/W4299518610","https://openalex.org/W4320013936","https://openalex.org/W6637373629","https://openalex.org/W6639480849","https://openalex.org/W6681637710","https://openalex.org/W6682132143","https://openalex.org/W6688325169","https://openalex.org/W6695692224","https://openalex.org/W6713955831","https://openalex.org/W6734335776","https://openalex.org/W6745136726","https://openalex.org/W6750109254","https://openalex.org/W6753494528","https://openalex.org/W6756040250","https://openalex.org/W6771825053","https://openalex.org/W6779157540","https://openalex.org/W6781262462","https://openalex.org/W6785652829"],"related_works":["https://openalex.org/W2922421953","https://openalex.org/W3002270006","https://openalex.org/W1504288058","https://openalex.org/W2782964878","https://openalex.org/W2754428891","https://openalex.org/W4281560450","https://openalex.org/W2592385986","https://openalex.org/W2546942002","https://openalex.org/W2970216048","https://openalex.org/W2403788517"],"abstract_inverted_index":{"Domain":[0],"adaptive":[1,60,142],"object":[2,8,32,61,110,139,188],"detection":[3,33,56,62,111],"aims":[4],"to":[5,131,157],"build":[6],"an":[7],"detector":[9,189],"for":[10,108],"the":[11,26,68,75,81,88,92,160,184,187],"unlabeled":[12],"target":[13],"domain":[14,51,59,105,141,169],"by":[15,45,143],"transferring":[16],"knowledge":[17,89],"from":[18,91,148],"a":[19,101],"well-labeled":[20],"source":[21,94],"domain,":[22],"which":[23,86,167],"can":[24],"alleviate":[25],"problem":[27],"of":[28,31,55,71,77,83,112,121,136,164,186],"cumbersome":[29],"labeling":[30],"in":[34,66,80,140,190],"cross-scene":[35,192],"power":[36,113],"transmission":[37,114,193],"line":[38,194],"inspection.":[39,116],"Remarkable":[40],"advances":[41],"are":[42],"made":[43],"recently":[44],"mitigating":[46],"distributional":[47],"shifts":[48],"via":[49],"hierarchical":[50],"feature":[52,103,162,171],"alignment":[53],"training":[54],"networks.":[57],"However,":[58],"is":[63],"still":[64],"limited":[65],"learning":[67,163,172],"invariance":[69],"representation":[70,134],"multi-scale":[72,102,161],"features.":[73],"Specifically,":[74],"scale":[76],"objects":[78],"varies":[79],"scenes":[82],"aerial":[84],"inspection,":[85],"hinders":[87],"transfer":[90],"labeled":[93],"domain.":[95],"In":[96],"this":[97],"paper,":[98],"we":[99],"propose":[100],"enhanced":[104],"adaptation":[106],"method":[107,119,181],"cross-domain":[109],"lines":[115],"The":[117],"proposed":[118],"consists":[120],"two":[122],"components:":[123],"1)":[124],"Multi-Scale":[125,152],"Fusion":[126],"Feature":[127],"Alignment":[128],"module":[129,155],"(MSFA)":[130],"strengthen":[132],"similar":[133],"characteristics":[135],"different":[137],"scales":[138],"utilizing":[144],"context":[145],"information":[146],"conveyed":[147],"other":[149],"levels;":[150],"2)":[151],"Consistency":[153],"Regularization":[154],"(MSCR)":[156],"jointly":[158],"optimize":[159],"each":[165,174],"level,":[166],"promotes":[168],"invariant":[170],"at":[173],"level.":[175],"Experimental":[176],"results":[177],"demonstrate":[178],"that":[179],"our":[180],"significantly":[182],"increases":[183],"performance":[185],"several":[191],"inspection":[195],"tasks.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
