{"id":"https://openalex.org/W4388280160","doi":"https://doi.org/10.1109/icbase59196.2023.10303238","title":"Bird Intrusion Detection Method for Transmission Lines Based on YOLOv5-SBM","display_name":"Bird Intrusion Detection Method for Transmission Lines Based on YOLOv5-SBM","publication_year":2023,"publication_date":"2023-08-25","ids":{"openalex":"https://openalex.org/W4388280160","doi":"https://doi.org/10.1109/icbase59196.2023.10303238"},"language":"en","primary_location":{"id":"doi:10.1109/icbase59196.2023.10303238","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icbase59196.2023.10303238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Big Data & Artificial Intelligence & Software Engineering (ICBASE)","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/A5108101618","display_name":"Xiaoran Zhang","orcid":"https://orcid.org/0000-0001-9233-2755"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiao Zhang","raw_affiliation_strings":["State Grid Beijing Maintenance Company,Beijing,China","State Grid Beijing Maintenance Company, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Grid Beijing Maintenance Company,Beijing,China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Beijing Maintenance Company, Beijing, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiuwei Mang","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuwei Mang","raw_affiliation_strings":["State Grid Beijing Maintenance Company,Beijing,China","State Grid Beijing Maintenance Company, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Grid Beijing Maintenance Company,Beijing,China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Beijing Maintenance Company, Beijing, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001073613","display_name":"Juexiao Du","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juexiao Du","raw_affiliation_strings":["State Grid Beijing Maintenance Company,Beijing,China","State Grid Beijing Maintenance Company, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Grid Beijing Maintenance Company,Beijing,China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Beijing Maintenance Company, Beijing, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015813450","display_name":"Libo Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Libo Ma","raw_affiliation_strings":["State Grid Beijing Maintenance Company,Beijing,China","State Grid Beijing Maintenance Company, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Grid Beijing Maintenance Company,Beijing,China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Beijing Maintenance Company, Beijing, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065858136","display_name":"Zien Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zien Huang","raw_affiliation_strings":["State Grid Beijing Maintenance Company,Beijing,China","State Grid Beijing Maintenance Company, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Grid Beijing Maintenance Company,Beijing,China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Beijing Maintenance Company, Beijing, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101706336","display_name":"Xiang Wang","orcid":"https://orcid.org/0009-0004-0420-3179"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Wang","raw_affiliation_strings":["State Grid Beijing Maintenance Company,Beijing,China","State Grid Beijing Maintenance Company, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Grid Beijing Maintenance Company,Beijing,China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Beijing Maintenance Company, Beijing, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108143463","display_name":"Wenhao Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhao Sun","raw_affiliation_strings":["State Grid Beijing Maintenance Company,Beijing,China","State Grid Beijing Maintenance Company, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Grid Beijing Maintenance Company,Beijing,China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Beijing Maintenance Company, Beijing, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101692638","display_name":"Lan Qian","orcid":"https://orcid.org/0000-0002-7597-9618"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Lan","raw_affiliation_strings":["State Grid Beijing Maintenance Company,Beijing,China","State Grid Beijing Maintenance Company, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Grid Beijing Maintenance Company,Beijing,China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Beijing Maintenance Company, Beijing, China","institution_ids":["https://openalex.org/I17442442"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5108101618"],"corresponding_institution_ids":["https://openalex.org/I17442442"],"apc_list":null,"apc_paid":null,"fwci":1.0896,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76879506,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"28","issue":null,"first_page":"395","last_page":"398"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1309","display_name":"Developmental Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1309","display_name":"Developmental Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12644","display_name":"Wildlife-Road Interactions and Conservation","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11228","display_name":"Bat Biology and Ecology Studies","score":0.9639999866485596,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7320846319198608},{"id":"https://openalex.org/keywords/electric-power-transmission","display_name":"Electric power transmission","score":0.6747193336486816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5564447641372681},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4797045588493347},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4781283438205719},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4684719443321228},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4457458257675171},{"id":"https://openalex.org/keywords/transmission-line","display_name":"Transmission line","score":0.44552624225616455},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.4406864643096924},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4258628785610199},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.42503949999809265},{"id":"https://openalex.org/keywords/track","display_name":"Track (disk drive)","score":0.4236380159854889},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4017726182937622},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38538801670074463},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3569081723690033},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15278509259223938},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10275906324386597},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07040795683860779}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7320846319198608},{"id":"https://openalex.org/C140311924","wikidata":"https://www.wikidata.org/wiki/Q200928","display_name":"Electric power transmission","level":2,"score":0.6747193336486816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5564447641372681},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4797045588493347},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4781283438205719},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4684719443321228},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4457458257675171},{"id":"https://openalex.org/C33441834","wikidata":"https://www.wikidata.org/wiki/Q693004","display_name":"Transmission line","level":2,"score":0.44552624225616455},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.4406864643096924},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4258628785610199},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.42503949999809265},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.4236380159854889},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4017726182937622},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38538801670074463},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3569081723690033},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15278509259223938},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10275906324386597},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07040795683860779},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icbase59196.2023.10303238","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icbase59196.2023.10303238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Big Data & Artificial Intelligence & Software Engineering (ICBASE)","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":19,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W2144506857","https://openalex.org/W2962766617","https://openalex.org/W2963857746","https://openalex.org/W3018757597","https://openalex.org/W3035253236","https://openalex.org/W3037031742","https://openalex.org/W3042011474","https://openalex.org/W3111697377","https://openalex.org/W3156838910","https://openalex.org/W3166716987","https://openalex.org/W4307909240","https://openalex.org/W4384652394","https://openalex.org/W6620707391","https://openalex.org/W6773732629","https://openalex.org/W6777046832","https://openalex.org/W6796538260","https://openalex.org/W6854516109"],"related_works":["https://openalex.org/W2789518417","https://openalex.org/W2566545183","https://openalex.org/W2059085722","https://openalex.org/W4213217485","https://openalex.org/W3115307632","https://openalex.org/W2949628984","https://openalex.org/W2289441543","https://openalex.org/W2388454303","https://openalex.org/W2096055231","https://openalex.org/W2543668496"],"abstract_inverted_index":{"With":[0],"the":[1,18,49,66,72,88,96,102,109,115,120,129,143,148,152],"acceleration":[2],"of":[3,20,27,44,154],"power":[4],"grid":[5],"construction,":[6],"bird":[7,45,59,144],"activities":[8],"around":[9],"transmission":[10],"lines":[11,31],"are":[12],"increasingly":[13],"threatening":[14],"line":[15],"safety":[16,19],"and":[17,118,139,147],"birds":[21,29],"themselves.":[22],"A":[23],"fast,":[24],"multi-scale":[25],"method":[26,62],"identifying":[28],"on":[30,142],"as":[32,34],"well":[33],"towers":[35],"is":[36,80],"needed":[37],"to":[38,70,86,100,107,114],"assist":[39],"inspectors":[40],"in":[41],"keeping":[42],"track":[43],"activity.":[46],"To":[47],"address":[48],"above":[50],"problems,":[51],"we":[52],"propose":[53],"an":[54],"improved":[55],"YOLOv5":[56,138],"deep":[57],"learning":[58],"invasion":[60,145],"detection":[61],"(YOLOv5-SBM),":[63],"which":[64],"applies":[65],"SimAM":[67],"attention":[68],"mechanism":[69],"optimize":[71],"feature":[73,91],"screening.":[74],"The":[75,124],"original":[76,103],"PANet":[77],"layer":[78],"also":[79],"replaced":[81],"with":[82,137],"a":[83],"BiFPN":[84],"structure":[85],"improve":[87,119],"network":[89],"multilayer":[90],"fusion":[92],"capability.":[93],"We":[94],"admit":[95],"MPDIoU":[97],"loss":[98,105],"function":[99],"replace":[101],"GIoU":[104],"function,":[106],"make":[108],"final":[110],"prediction":[111,122],"frames":[112,117],"closer":[113],"real":[116],"network\u2019s":[121],"accuracy.":[123],"experimental":[125],"results":[126],"show":[127],"that":[128],"YOLOv5-SBM":[130],"has":[131],"significant":[132],"average":[133],"accuracy":[134],"improvement":[135],"compared":[136],"Faster-RCNN":[140],"algorithm":[141,149],"dataset,":[146],"can":[150],"meet":[151],"needs":[153],"practical":[155],"applications.":[156]},"counts_by_year":[{"year":2024,"cited_by_count":4}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}