{"id":"https://openalex.org/W4382238195","doi":"https://doi.org/10.1109/access.2023.3275432","title":"Joint Feature Target Detection Algorithm of Beak State Based on YOLOv5","display_name":"Joint Feature Target Detection Algorithm of Beak State Based on YOLOv5","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382238195","doi":"https://doi.org/10.1109/access.2023.3275432"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3275432","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3275432","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10122918.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":null,"license_id":null,"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/ielx7/6287639/6514899/10122918.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079907439","display_name":"Linan Zu","orcid":"https://orcid.org/0009-0004-3087-4291"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]},{"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":true,"raw_author_name":"Linan Zu","raw_affiliation_strings":["College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Shandong, Qingdao, China","College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Qingdao, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Shandong, Qingdao, China","institution_ids":["https://openalex.org/I80143920","https://openalex.org/I143413998"]},{"raw_affiliation_string":"College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102794077","display_name":"Xiaoyu Chu","orcid":"https://orcid.org/0009-0001-0154-3432"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]},{"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":"Xiaoyu Chu","raw_affiliation_strings":["College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Shandong, Qingdao, China","College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Qingdao, Shandong, China"],"raw_orcid":"https://orcid.org/0009-0001-0154-3432","affiliations":[{"raw_affiliation_string":"College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Shandong, Qingdao, China","institution_ids":["https://openalex.org/I80143920","https://openalex.org/I143413998"]},{"raw_affiliation_string":"College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059499060","display_name":"Qiaomei Wang","orcid":"https://orcid.org/0000-0002-0757-5208"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]},{"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":"Qiaomei Wang","raw_affiliation_strings":["College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Shandong, Qingdao, China","College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Qingdao, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Shandong, Qingdao, China","institution_ids":["https://openalex.org/I80143920","https://openalex.org/I143413998"]},{"raw_affiliation_string":"College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023580129","display_name":"Yunpeng Ju","orcid":null},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]},{"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":"Yunpeng Ju","raw_affiliation_strings":["College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Shandong, Qingdao, China","College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Qingdao, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Shandong, Qingdao, China","institution_ids":["https://openalex.org/I80143920","https://openalex.org/I143413998"]},{"raw_affiliation_string":"College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100405287","display_name":"Mingyue Zhang","orcid":"https://orcid.org/0000-0002-9769-8833"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]},{"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":"Mingyue Zhang","raw_affiliation_strings":["College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Shandong, Qingdao, China","College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Qingdao, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0002-9769-8833","affiliations":[{"raw_affiliation_string":"College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Shandong, Qingdao, China","institution_ids":["https://openalex.org/I80143920","https://openalex.org/I143413998"]},{"raw_affiliation_string":"College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I143413998"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079907439"],"corresponding_institution_ids":["https://openalex.org/I143413998","https://openalex.org/I80143920"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.5803,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.85144549,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"64458","last_page":"64467"},"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":0.9972000122070312,"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":0.9972000122070312,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9922999739646912,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.6664912700653076},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6608810424804688},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5381264686584473},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5232309699058533},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5099014043807983},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49392563104629517},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.4933115541934967},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.4488008916378021},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3815280497074127},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33281612396240234},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19408154487609863},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13753437995910645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6664912700653076},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6608810424804688},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5381264686584473},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5232309699058533},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5099014043807983},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49392563104629517},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.4933115541934967},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.4488008916378021},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3815280497074127},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33281612396240234},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19408154487609863},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13753437995910645},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3275432","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3275432","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10122918.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a8e8acde4eda4e88b5e05d9cadf53798","is_oa":true,"landing_page_url":"https://doaj.org/article/a8e8acde4eda4e88b5e05d9cadf53798","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 64458-64467 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3275432","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3275432","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10122918.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":null,"license_id":null,"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/G3322377915","display_name":null,"funder_award_id":"ZR2021QF031","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4382238195.pdf","grobid_xml":"https://content.openalex.org/works/W4382238195.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W2074688958","https://openalex.org/W2928165649","https://openalex.org/W3010900223","https://openalex.org/W3012231563","https://openalex.org/W3018757597","https://openalex.org/W3021142045","https://openalex.org/W3106250896","https://openalex.org/W3191773007","https://openalex.org/W3197086755","https://openalex.org/W3206023204","https://openalex.org/W4210623271","https://openalex.org/W4280538787","https://openalex.org/W4282958531","https://openalex.org/W4285221100","https://openalex.org/W4285820694","https://openalex.org/W4294664184","https://openalex.org/W4297537745","https://openalex.org/W4312073707","https://openalex.org/W4313591552","https://openalex.org/W4318954087","https://openalex.org/W4321105919","https://openalex.org/W4385245566","https://openalex.org/W4386076325","https://openalex.org/W6669005102","https://openalex.org/W6739901393","https://openalex.org/W6777046832","https://openalex.org/W6785652829","https://openalex.org/W6849520326"],"related_works":["https://openalex.org/W4249847449","https://openalex.org/W44395729","https://openalex.org/W2765338038","https://openalex.org/W1496225612","https://openalex.org/W1996130883","https://openalex.org/W2748574964","https://openalex.org/W1523500768","https://openalex.org/W4206776094","https://openalex.org/W3154920669","https://openalex.org/W3121197456"],"abstract_inverted_index":{"Accurate":[0],"grasp":[1],"of":[2,12,20,26,30,73,99,109,127,134,150,157,160,179,205,236,239],"chicken":[3,14,38,75,181,194,240],"body":[4,39],"temperature":[5,40],"can":[6,33,232],"effectively":[7],"improve":[8,131,146],"the":[9,18,27,37,68,74,80,84,96,107,115,119,125,132,147,155,167,174,180,184,191,201,206,213,220,234],"success":[10],"rate":[11,227],"caged":[13],"breeding,":[15],"by":[16,153],"monitoring":[17,238],"number":[19,29],"open-mouthed":[21],"chickens":[22,31],"as":[23],"a":[24,57],"percentage":[25],"total":[28],"and":[32,70,105,130,163,176,212],"directly":[34],"determine":[35],"whether":[36],"is":[41,44,92,143,170,188,210,216],"appropriate.":[42],"There":[43],"no":[45],"relevant":[46],"solution":[47],"to":[48,66,94,123,145,172],"this":[49,54],"requirement":[50],"at":[51],"present,":[52],"so":[53],"paper":[55],"proposes":[56],"joint":[58,139,158],"feature":[59,103,111,121,128,135,140],"target":[60,110],"detection":[61,148,214,225],"algorithm":[62,78,209],"based":[63],"on":[64,183],"YOLOv5":[65,81,221],"detect":[67,173],"opening":[69,175],"closing":[71,177],"state":[72,178],"mouth.":[76],"The":[77,88,138,197,223],"improves":[79],"network":[82,98,169],"in":[83],"following":[85],"ways:":[86],"1.":[87],"improved":[89,168,207],"ResC":[90],"module":[91,117,142],"used":[93,171],"reconstruct":[95],"backbone":[97],"YOLOv5,":[100],"which":[101,187,231],"diversifies":[102],"scales":[104],"enhances":[106],"ability":[108],"extraction;":[112,136],"2.":[113],"Integrate":[114],"Transformer":[116],"with":[118],"four-layer":[120],"pyramid":[122],"expand":[124],"range":[126],"fusion":[129],"accuracy":[133,149,203,215],"3.":[137],"verification(JFV)":[141],"designed":[144],"small":[151,161],"targets":[152,162],"adopting":[154],"idea":[156],"verification":[159],"large":[164],"targets.":[165],"Finally,":[166],"beak":[182],"test":[185],"set,":[186],"derived":[189],"from":[190],"actual":[192],"cage":[193],"breeding":[195],"environment.":[196],"results":[198],"show":[199],"that":[200],"average":[202],"(mAP)":[204],"RJ-YOLOv5":[208],"85.6%,":[211],"7.1%":[217],"higher":[218],"than":[219],"algorithm;":[222],"video":[224],"frame":[226],"reaches":[228],"69":[229],"FPS,":[230],"meet":[233],"requirements":[235],"real-time":[237],"farms.":[241]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
