{"id":"https://openalex.org/W4393317581","doi":"https://doi.org/10.3390/s24072194","title":"Research on the Vision-Based Dairy Cow Ear Tag Recognition Method","display_name":"Research on the Vision-Based Dairy Cow Ear Tag Recognition Method","publication_year":2024,"publication_date":"2024-03-29","ids":{"openalex":"https://openalex.org/W4393317581","doi":"https://doi.org/10.3390/s24072194","pmid":"https://pubmed.ncbi.nlm.nih.gov/38610405"},"language":"en","primary_location":{"id":"doi:10.3390/s24072194","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24072194","pdf_url":"https://www.mdpi.com/1424-8220/24/7/2194/pdf?version=1711700561","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/7/2194/pdf?version=1711700561","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032712905","display_name":"Tianhong Gao","orcid":"https://orcid.org/0000-0001-6778-8005"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianhong Gao","raw_affiliation_strings":["College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China","College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China","institution_ids":["https://openalex.org/I2722730"]},{"raw_affiliation_string":"College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China;","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102170101","display_name":"Daoerji Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daoerji Fan","raw_affiliation_strings":["College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China","College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China","institution_ids":["https://openalex.org/I2722730"]},{"raw_affiliation_string":"College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China;","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112627909","display_name":"Huijuan Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huijuan Wu","raw_affiliation_strings":["College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China","College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China","institution_ids":["https://openalex.org/I2722730"]},{"raw_affiliation_string":"College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China;","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038506255","display_name":"Xiangzhong Chen","orcid":"https://orcid.org/0000-0002-2294-7487"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangzhong Chen","raw_affiliation_strings":["College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China","College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China","institution_ids":["https://openalex.org/I2722730"]},{"raw_affiliation_string":"College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China;","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104331642","display_name":"Shihao Song","orcid":null},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shihao Song","raw_affiliation_strings":["College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China","College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China","institution_ids":["https://openalex.org/I2722730"]},{"raw_affiliation_string":"College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China;","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087409717","display_name":"Yuxin Sun","orcid":"https://orcid.org/0000-0002-6391-9714"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Sun","raw_affiliation_strings":["College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China","College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China","institution_ids":["https://openalex.org/I2722730"]},{"raw_affiliation_string":"College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China;","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101515936","display_name":"Jia Tian","orcid":"https://orcid.org/0000-0001-7161-709X"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Tian","raw_affiliation_strings":["College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China","College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China","institution_ids":["https://openalex.org/I2722730"]},{"raw_affiliation_string":"College of Electronic Information Engineering, Inner Mongolia University, Hohhot 010021, China;","institution_ids":["https://openalex.org/I2722730"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2722730"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":2.561,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87812817,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"24","issue":"7","first_page":"2194","last_page":"2194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9521999955177307,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9521999955177307,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11226","display_name":"Milk Quality and Mastitis in Dairy Cows","score":0.9363999962806702,"subfield":{"id":"https://openalex.org/subfields/1102","display_name":"Agronomy and Crop Science"},"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":0.6227253079414368},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6085690259933472},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5203306674957275},{"id":"https://openalex.org/keywords/dairy-cattle","display_name":"Dairy cattle","score":0.49380525946617126},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48003828525543213},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47274670004844666},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4185671806335449},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.381137490272522}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6227253079414368},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6085690259933472},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5203306674957275},{"id":"https://openalex.org/C2776977481","wikidata":"https://www.wikidata.org/wiki/Q2915","display_name":"Dairy cattle","level":2,"score":0.49380525946617126},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48003828525543213},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47274670004844666},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4185671806335449},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.381137490272522},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C140793950","wikidata":"https://www.wikidata.org/wiki/Q168091","display_name":"Animal science","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000072480","descriptor_name":"Farms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072480","descriptor_name":"Farms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072480","descriptor_name":"Farms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002417","descriptor_name":"Cattle","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002417","descriptor_name":"Cattle","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002417","descriptor_name":"Cattle","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007221","descriptor_name":"Industry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007221","descriptor_name":"Industry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007221","descriptor_name":"Industry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007360","descriptor_name":"Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007360","descriptor_name":"Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007360","descriptor_name":"Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021641","descriptor_name":"Recognition, Psychology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D021641","descriptor_name":"Recognition, Psychology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D021641","descriptor_name":"Recognition, Psychology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.3390/s24072194","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24072194","pdf_url":"https://www.mdpi.com/1424-8220/24/7/2194/pdf?version=1711700561","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38610405","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38610405","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11014036","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11014036","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11014036/pdf/sensors-24-02194.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:0db674ecf5804741b851d4393bd1292d","is_oa":true,"landing_page_url":"https://doaj.org/article/0db674ecf5804741b851d4393bd1292d","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":"Sensors, Vol 24, Iss 7, p 2194 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24072194","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24072194","pdf_url":"https://www.mdpi.com/1424-8220/24/7/2194/pdf?version=1711700561","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4099999964237213,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G2191647481","display_name":null,"funder_award_id":"62261041","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4393317581.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W233339475","https://openalex.org/W2114049530","https://openalex.org/W2194187530","https://openalex.org/W2318391375","https://openalex.org/W2585702536","https://openalex.org/W2594258618","https://openalex.org/W2731326258","https://openalex.org/W2752782242","https://openalex.org/W2884585870","https://openalex.org/W2963857746","https://openalex.org/W2991302481","https://openalex.org/W2997854152","https://openalex.org/W3036293105","https://openalex.org/W3133484807","https://openalex.org/W3159754670","https://openalex.org/W3177052299","https://openalex.org/W4296242502","https://openalex.org/W4311494496","https://openalex.org/W4388694483","https://openalex.org/W6609047712","https://openalex.org/W6843595575"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W2140798747","https://openalex.org/W4391266461","https://openalex.org/W2590798552","https://openalex.org/W2811106690","https://openalex.org/W2948169060","https://openalex.org/W4239306820","https://openalex.org/W2947043951"],"abstract_inverted_index":{"With":[0],"the":[1,4,11,25,28,35,64,70,94,97,119,126,135,150,170,189,195,202],"increase":[2],"in":[3,188,201],"scale":[5],"of":[6,13,30,66,96,111,128,149,176,197],"breeding":[7,203],"at":[8],"modern":[9],"pastures,":[10],"management":[12,42],"dairy":[14,58,177,191],"cows":[15],"has":[16],"become":[17],"much":[18],"more":[19],"challenging,":[20],"and":[21,39,43,46,75,133,174],"individual":[22,48],"recognition":[23,55,95,154,175],"is":[24,73,90],"key":[26],"to":[27,92,109,186],"implementation":[29],"precision":[31,122],"farming.":[32],"Based":[33],"on":[34,99],"need":[36],"for":[37,44,57,63,139,169],"low-cost":[38],"accurate":[40],"herd":[41],"non-stressful":[45],"non-invasive":[47],"recognition,":[49],"we":[50],"propose":[51],"a":[52,77,84,140],"vision-based":[53],"automatic":[54],"method":[56],"cow":[59,67],"ear":[60,68,100,151,171],"tags.":[61,101],"Firstly,":[62],"detection":[65,173],"tags,":[69],"lightweight":[71],"Small-YOLOV5s":[72,113],"proposed,":[74],"then":[76],"differentiable":[78],"binarization":[79],"network":[80,88],"(DBNet)":[81],"combined":[82],"with":[83,194],"convolutional":[85],"recurrent":[86],"neural":[87],"(CRNN)":[89],"used":[91],"achieve":[93],"numbers":[98],"The":[102,146],"experimental":[103,165],"results":[104],"demonstrated":[105],"notable":[106],"improvements:":[107],"Compared":[108],"those":[110],"YOLOV5s,":[112],"enhanced":[114,134],"recall":[115],"by":[116,123,131,143],"1.5%,":[117],"increased":[118],"mean":[120],"average":[121,136],"0.9%,":[124],"reduced":[125],"number":[127,153],"model":[129],"parameters":[130],"5,447,802,":[132],"prediction":[137],"speed":[138],"single":[141],"image":[142],"0.5":[144],"ms.":[145],"final":[147],"accuracy":[148],"tag":[152,172],"was":[155],"an":[156],"impressive":[157],"92.1%.":[158],"Moreover,":[159],"this":[160],"study":[161],"introduces":[162],"two":[163],"standardized":[164],"datasets":[166,180],"specifically":[167],"designed":[168],"cows.":[178],"These":[179],"will":[181],"be":[182],"made":[183],"freely":[184],"available":[185],"researchers":[187],"global":[190],"cattle":[192],"community":[193],"intention":[196],"fostering":[198],"intelligent":[199],"advancements":[200],"industry.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
