{"id":"https://openalex.org/W4394685284","doi":"https://doi.org/10.1016/j.inpa.2024.04.001","title":"Few-shot cow identification via meta-learning","display_name":"Few-shot cow identification via meta-learning","publication_year":2024,"publication_date":"2024-04-10","ids":{"openalex":"https://openalex.org/W4394685284","doi":"https://doi.org/10.1016/j.inpa.2024.04.001"},"language":"en","primary_location":{"id":"doi:10.1016/j.inpa.2024.04.001","doi":"https://doi.org/10.1016/j.inpa.2024.04.001","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.inpa.2024.04.001","pdf_url":null,"source":{"id":"https://openalex.org/S2898269329","display_name":"Information Processing in Agriculture","issn_l":"2214-3173","issn":["2214-3173"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","oarl","poland-70"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Processing in Agriculture","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.inpa.2024.04.001","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081776415","display_name":"Xingshi Xu","orcid":"https://orcid.org/0000-0002-6687-6975","observed_orcids":["https://orcid.org/0000-0002-6687-6975"]},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingshi Xu","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, Shaanxi, China","Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling 712100, Shaanxi, China","Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-6687-6975","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, Shaanxi, China","institution_ids":["https://openalex.org/I89652312"]},{"raw_affiliation_string":"Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling 712100, Shaanxi, China","institution_ids":["https://openalex.org/I4210151987"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100413255","display_name":"Yunfei Wang","orcid":"https://orcid.org/0000-0003-3910-5275","observed_orcids":["https://orcid.org/0000-0003-3910-5275"]},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfei Wang","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, Shaanxi, China","Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling 712100, Shaanxi, China","Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, Shaanxi, China","institution_ids":["https://openalex.org/I89652312"]},{"raw_affiliation_string":"Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling 712100, Shaanxi, China","institution_ids":["https://openalex.org/I4210151987"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016986304","display_name":"Yuying Shang","orcid":"https://orcid.org/0000-0003-3537-4398","observed_orcids":["https://orcid.org/0000-0003-3537-4398"]},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuying Shang","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, Shaanxi, China","Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling 712100, Shaanxi, China","Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, Shaanxi, China","institution_ids":["https://openalex.org/I89652312"]},{"raw_affiliation_string":"Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling 712100, Shaanxi, China","institution_ids":["https://openalex.org/I4210151987"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102486808","display_name":"Guangyuan Yang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangyuan Yang","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, Shaanxi, China","Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling 712100, Shaanxi, China","Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, Shaanxi, China","institution_ids":["https://openalex.org/I89652312"]},{"raw_affiliation_string":"Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling 712100, Shaanxi, China","institution_ids":["https://openalex.org/I4210151987"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060486959","display_name":"Zhixin Hua","orcid":"https://orcid.org/0000-0002-5061-9827","observed_orcids":["https://orcid.org/0000-0002-5061-9827"]},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixin Hua","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, Shaanxi, China","Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling 712100, Shaanxi, China","Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, Shaanxi, China","institution_ids":["https://openalex.org/I89652312"]},{"raw_affiliation_string":"Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling 712100, Shaanxi, China","institution_ids":["https://openalex.org/I4210151987"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401048","display_name":"Zheng Wang","orcid":"https://orcid.org/0000-0001-6419-3356","observed_orcids":["https://orcid.org/0000-0001-6419-3356"]},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Wang","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, Shaanxi, China","Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling 712100, Shaanxi, China","Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, Shaanxi, China","institution_ids":["https://openalex.org/I89652312"]},{"raw_affiliation_string":"Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling 712100, Shaanxi, China","institution_ids":["https://openalex.org/I4210151987"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053094777","display_name":"Huaibo Song","orcid":"https://orcid.org/0000-0003-4508-5338","observed_orcids":["https://orcid.org/0000-0003-4508-5338"]},"institutions":[{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huaibo Song","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, Shaanxi, China","Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling 712100, Shaanxi, China","Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling 712100, Shaanxi, China","institution_ids":["https://openalex.org/I89652312"]},{"raw_affiliation_string":"Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling 712100, Shaanxi, China","institution_ids":["https://openalex.org/I4210151987"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, 712100, Shaanxi, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5053094777"],"corresponding_institution_ids":["https://openalex.org/I4210151987","https://openalex.org/I89652312"],"apc_list":{"value":2000,"currency":"USD","value_usd":2000},"apc_paid":{"value":2000,"currency":"USD","value_usd":2000},"fwci":5.2809,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.96568431,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"12","issue":"1","first_page":"80","last_page":"90"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9301999807357788,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T10616","display_name":"Smart Agriculture and AI","score":0.9301999807357788,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.05909999832510948,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.007499999832361937,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cow-identification","display_name":"cow identification","score":0.9980000257492065},{"id":"https://openalex.org/keywords/few-shot-learning","display_name":"few-shot learning","score":0.9509999752044678},{"id":"https://openalex.org/keywords/meta-learning","display_name":"meta-learning","score":0.9620000123977661},{"id":"https://openalex.org/keywords/model-agnostic-meta-learning","display_name":"model-agnostic meta-learning","score":0.7870000004768372},{"id":"https://openalex.org/keywords/precision-livestock-farming","display_name":"precision livestock farming","score":0.871999979019165},{"id":"https://openalex.org/keywords/cow-detection","display_name":"cow detection","score":0.5820000171661377},{"id":"https://openalex.org/keywords/yolov5","display_name":"YOLOv5","score":0.8209999799728394},{"id":"https://openalex.org/keywords/ghost-module","display_name":"Ghost module","score":0.9190000295639038},{"id":"https://openalex.org/keywords/autoencoder","display_name":"autoencoder","score":0.9599999785423279},{"id":"https://openalex.org/keywords/biometric-recognition","display_name":"biometric identification","score":0.8190000057220459}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7178775668144226},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.6177425980567932},{"id":"https://openalex.org/C2992734406","wikidata":"https://www.wikidata.org/wiki/Q413267","display_name":"One shot","level":2,"score":0.5128009915351868},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42868250608444214},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3767082095146179},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3538055419921875},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.10466688871383667},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.09052467346191406},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08194056153297424},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.inpa.2024.04.001","doi":"https://doi.org/10.1016/j.inpa.2024.04.001","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.inpa.2024.04.001","pdf_url":null,"source":{"id":"https://openalex.org/S2898269329","display_name":"Information Processing in Agriculture","issn_l":"2214-3173","issn":["2214-3173"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","oarl","poland-70"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Processing in Agriculture","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e98b78d37a254ad79d4bcda550e8433b","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/e98b78d37a254ad79d4bcda550e8433b","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,"listed_in":[],"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":"Information Processing in Agriculture, Vol 12, Iss 1, Pp 80-90 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.inpa.2024.04.001","doi":"https://doi.org/10.1016/j.inpa.2024.04.001","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.inpa.2024.04.001","pdf_url":null,"source":{"id":"https://openalex.org/S2898269329","display_name":"Information Processing in Agriculture","issn_l":"2214-3173","issn":["2214-3173"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","oarl","poland-70"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Processing in Agriculture","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.958299994468689,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1974578956","https://openalex.org/W1988641713","https://openalex.org/W1998863722","https://openalex.org/W1999825768","https://openalex.org/W2025741291","https://openalex.org/W2034105703","https://openalex.org/W2114049530","https://openalex.org/W2318391375","https://openalex.org/W2377773575","https://openalex.org/W2432717477","https://openalex.org/W2466113154","https://openalex.org/W2605311049","https://openalex.org/W2764259953","https://openalex.org/W2770032835","https://openalex.org/W2787501667","https://openalex.org/W2791690647","https://openalex.org/W2903551591","https://openalex.org/W2932376895","https://openalex.org/W3007776323","https://openalex.org/W3009729546","https://openalex.org/W3015606043","https://openalex.org/W3035067471","https://openalex.org/W3118863954","https://openalex.org/W3131151895","https://openalex.org/W3143299018","https://openalex.org/W3163842339","https://openalex.org/W3173301140","https://openalex.org/W3179560844","https://openalex.org/W3182648281","https://openalex.org/W3207167248","https://openalex.org/W3216213780","https://openalex.org/W4200393818","https://openalex.org/W4205580619","https://openalex.org/W4205876066","https://openalex.org/W4206832536","https://openalex.org/W4210533073","https://openalex.org/W4210574106","https://openalex.org/W4220668479","https://openalex.org/W4220836316","https://openalex.org/W4225673077","https://openalex.org/W4229373503","https://openalex.org/W4281850598","https://openalex.org/W4285285546","https://openalex.org/W4285585487","https://openalex.org/W4293433450","https://openalex.org/W4294811289","https://openalex.org/W4306954492","https://openalex.org/W4313594458","https://openalex.org/W4319266066","https://openalex.org/W4324351618","https://openalex.org/W4380184442","https://openalex.org/W4381235104","https://openalex.org/W4386390496","https://openalex.org/W4387945917","https://openalex.org/W4388272483","https://openalex.org/W6732103282"],"related_works":["https://openalex.org/W2915002010","https://openalex.org/W7037050739","https://openalex.org/W7160249638","https://openalex.org/W4404066547","https://openalex.org/W4414093692","https://openalex.org/W4210574106","https://openalex.org/W4411255098","https://openalex.org/W4415088024","https://openalex.org/W4401177335","https://openalex.org/W4412701793"],"abstract_inverted_index":{"Cow":[0],"identification":[1,24,46,90,142],"is":[2],"a":[3,35,134],"prerequisite":[4],"for":[5,88,95,156],"precision":[6],"livestock":[7],"farming.":[8],"Biometric-based":[9],"methods":[10],"have":[11],"made":[12],"significant":[13,170],"progress":[14],"in":[15,78,101],"cow":[16,45,59,62,76,130,141,155],"identification.":[17,63],"However,":[18],"substantial":[19],"labelling":[20],"costs":[21],"and":[22,49,61,94,120,169],"frequent":[23,99],"task":[25],"changes":[26,100],"are":[27],"still":[28],"hamper":[29],"model":[30,132,143],"application.":[31],"In":[32],"this":[33],"work,":[34],"novel":[36],"method":[37,55],"called":[38],"\u201cMFCI\u201d":[39],"was":[40,71,86,107],"proposed":[41,54,129,140,174],"to":[42,73,98,109],"achieve":[43],"accurate":[44,89],"under":[47,91],"few-shot":[48,92],"task-changing":[50],"conditions.":[51],"Specifically,":[52],"the":[53,81,128,166,173],"comprises":[56],"two":[57],"components:":[58],"location":[60,131],"First,":[64],"an":[65,105,145],"improved":[66],"YOLOv5n":[67],"with":[68,150],"Ghost":[69],"module":[70],"adopted":[72,108],"quickly":[74],"detect":[75],"locations":[77],"images.":[79],"Then,":[80],"Model-Agnostic":[82],"Meta-Learning":[83],"(MAML)":[84],"framework":[85],"introduced":[87],"conditions":[93],"fast":[96],"adaptation":[97],"individual":[102],"cows.":[103],"Moreover,":[104],"autoencoder":[106],"allow":[110],"Base-Learner":[111],"learn":[112],"more":[113],"generalized":[114],"features":[115],"by":[116],"combining":[117],"both":[118],"supervised":[119],"unsupervised":[121],"approaches.":[122],"The":[123,139,163],"experimental":[124],"results":[125,164],"showed":[126],"that":[127],"achieved":[133],"mAP":[135],"of":[136,147,172],"99.5":[137],"%.":[138],"attained":[144],"accuracy":[146],"90.43":[148],"%":[149],"only":[151],"five":[152],"samples":[153],"per":[154],"20":[157],"cows,":[158],"outperforming":[159],"other":[160],"state-of-the-art":[161],"methods.":[162],"demonstrate":[165],"broad":[167],"applicability":[168],"value":[171],"method.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":6}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-04-11T00:00:00"}
