{"id":"https://openalex.org/W2895916130","doi":"https://doi.org/10.1155/2018/9106836","title":"Study on the Detection of Dairy Cows\u2019 Self-Protective Behaviors Based on Vision Analysis","display_name":"Study on the Detection of Dairy Cows\u2019 Self-Protective Behaviors Based on Vision Analysis","publication_year":2018,"publication_date":"2018-10-10","ids":{"openalex":"https://openalex.org/W2895916130","doi":"https://doi.org/10.1155/2018/9106836","mag":"2895916130"},"language":"en","primary_location":{"id":"doi:10.1155/2018/9106836","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/9106836","pdf_url":"http://downloads.hindawi.com/journals/am/2018/9106836.pdf","source":{"id":"https://openalex.org/S4210205703","display_name":"Advances in Multimedia","issn_l":"1687-5680","issn":["1687-5680","1687-5699"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Multimedia","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://downloads.hindawi.com/journals/am/2018/9106836.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100648225","display_name":"Jia Li","orcid":"https://orcid.org/0000-0003-4580-2851"},"institutions":[{"id":"https://openalex.org/I120379545","display_name":"Inner Mongolia Agricultural University","ror":"https://ror.org/015d0jq83","country_code":"CN","type":"education","lineage":["https://openalex.org/I120379545"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Li","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Inner Mongolia Agricultural University, Inner Mongolia Engineering Research Center for Intelligent Facilities in Grass and Livestock Breeding, Hohhot 010018, China"],"raw_orcid":"https://orcid.org/0000-0003-4580-2851","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Inner Mongolia Agricultural University, Inner Mongolia Engineering Research Center for Intelligent Facilities in Grass and Livestock Breeding, Hohhot 010018, China","institution_ids":["https://openalex.org/I120379545"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101963483","display_name":"Pei Wu","orcid":"https://orcid.org/0000-0001-9696-5867"},"institutions":[{"id":"https://openalex.org/I120379545","display_name":"Inner Mongolia Agricultural University","ror":"https://ror.org/015d0jq83","country_code":"CN","type":"education","lineage":["https://openalex.org/I120379545"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pei Wu","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Inner Mongolia Agricultural University, Inner Mongolia Engineering Research Center for Intelligent Facilities in Grass and Livestock Breeding, Hohhot 010018, China"],"raw_orcid":"https://orcid.org/0000-0001-9696-5867","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Inner Mongolia Agricultural University, Inner Mongolia Engineering Research Center for Intelligent Facilities in Grass and Livestock Breeding, Hohhot 010018, China","institution_ids":["https://openalex.org/I120379545"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031332555","display_name":"Feilong Kang","orcid":"https://orcid.org/0000-0003-4966-0504"},"institutions":[{"id":"https://openalex.org/I120379545","display_name":"Inner Mongolia Agricultural University","ror":"https://ror.org/015d0jq83","country_code":"CN","type":"education","lineage":["https://openalex.org/I120379545"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feilong Kang","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Inner Mongolia Agricultural University, Inner Mongolia Engineering Research Center for Intelligent Facilities in Grass and Livestock Breeding, Hohhot 010018, China"],"raw_orcid":"https://orcid.org/0000-0003-4966-0504","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Inner Mongolia Agricultural University, Inner Mongolia Engineering Research Center for Intelligent Facilities in Grass and Livestock Breeding, Hohhot 010018, China","institution_ids":["https://openalex.org/I120379545"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101491904","display_name":"Lina Zhang","orcid":"https://orcid.org/0000-0001-7596-5665"},"institutions":[{"id":"https://openalex.org/I120379545","display_name":"Inner Mongolia Agricultural University","ror":"https://ror.org/015d0jq83","country_code":"CN","type":"education","lineage":["https://openalex.org/I120379545"]},{"id":"https://openalex.org/I22046295","display_name":"Inner Mongolia Normal University","ror":"https://ror.org/0497ase59","country_code":"CN","type":"education","lineage":["https://openalex.org/I22046295"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lina Zhang","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Inner Mongolia Agricultural University, Inner Mongolia Engineering Research Center for Intelligent Facilities in Grass and Livestock Breeding, Hohhot 010018, China","College of Physics and Electronic Information, Inner Mongolia Normal University, Hohhot 010022, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Inner Mongolia Agricultural University, Inner Mongolia Engineering Research Center for Intelligent Facilities in Grass and Livestock Breeding, Hohhot 010018, China","institution_ids":["https://openalex.org/I120379545"]},{"raw_affiliation_string":"College of Physics and Electronic Information, Inner Mongolia Normal University, Hohhot 010022, China","institution_ids":["https://openalex.org/I22046295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006995636","display_name":"Chuanzhong Xuan","orcid":"https://orcid.org/0000-0001-7605-9330"},"institutions":[{"id":"https://openalex.org/I120379545","display_name":"Inner Mongolia Agricultural University","ror":"https://ror.org/015d0jq83","country_code":"CN","type":"education","lineage":["https://openalex.org/I120379545"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanzhong Xuan","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Inner Mongolia Agricultural University, Inner Mongolia Engineering Research Center for Intelligent Facilities in Grass and Livestock Breeding, Hohhot 010018, China"],"raw_orcid":"https://orcid.org/0000-0001-7605-9330","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Inner Mongolia Agricultural University, Inner Mongolia Engineering Research Center for Intelligent Facilities in Grass and Livestock Breeding, Hohhot 010018, China","institution_ids":["https://openalex.org/I120379545"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101963483"],"corresponding_institution_ids":["https://openalex.org/I120379545"],"apc_list":{"value":900,"currency":"USD","value_usd":900},"apc_paid":{"value":900,"currency":"USD","value_usd":900},"fwci":0.8405,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.74528967,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2018","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3404","display_name":"Small Animals"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3404","display_name":"Small Animals"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12365","display_name":"Effects of Environmental Stressors on Livestock","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1103","display_name":"Animal Science and Zoology"},"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/T12732","display_name":"Agriculture and Farm Safety","score":0.9869999885559082,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6064971089363098},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5714097619056702},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5541203618049622},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5510023832321167},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.5285215377807617},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.48680993914604187},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4589572548866272},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4500862658023834},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44876620173454285},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3672100305557251},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35676437616348267},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.34899890422821045},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3400491178035736},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2196178436279297},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2101316750049591},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.12237858772277832},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09857398271560669},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09446993470191956}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6064971089363098},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5714097619056702},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5541203618049622},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5510023832321167},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.5285215377807617},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.48680993914604187},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4589572548866272},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4500862658023834},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44876620173454285},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3672100305557251},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35676437616348267},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.34899890422821045},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3400491178035736},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2196178436279297},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2101316750049591},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.12237858772277832},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09857398271560669},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09446993470191956},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2018/9106836","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/9106836","pdf_url":"http://downloads.hindawi.com/journals/am/2018/9106836.pdf","source":{"id":"https://openalex.org/S4210205703","display_name":"Advances in Multimedia","issn_l":"1687-5680","issn":["1687-5680","1687-5699"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3df3a13fd17144d9bd3329f8e0d2c3af","is_oa":true,"landing_page_url":"https://doaj.org/article/3df3a13fd17144d9bd3329f8e0d2c3af","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":"Advances in Multimedia, Vol 2018 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2018/9106836","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/9106836","pdf_url":"http://downloads.hindawi.com/journals/am/2018/9106836.pdf","source":{"id":"https://openalex.org/S4210205703","display_name":"Advances in Multimedia","issn_l":"1687-5680","issn":["1687-5680","1687-5699"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Multimedia","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2895916130.pdf","grobid_xml":"https://content.openalex.org/works/W2895916130.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W2102346870","https://openalex.org/W2158617373","https://openalex.org/W2325299080"],"related_works":["https://openalex.org/W3097502728","https://openalex.org/W2118758177","https://openalex.org/W4330338194","https://openalex.org/W2153520307","https://openalex.org/W2151459719","https://openalex.org/W623261610","https://openalex.org/W2316630966","https://openalex.org/W3133744317","https://openalex.org/W4401374939","https://openalex.org/W2036523811"],"abstract_inverted_index":{"The":[0,24,111,132,150],"study":[1],"of":[2,6,80,92,104,120,135,178],"the":[3,17,77,90,101,105,118,136,144,172,176],"self-protective":[4,31,169],"behaviors":[5,32,170],"dairy":[7,167,179],"cows":[8],"suffering":[9],"dipteral":[10],"insect":[11],"infestation":[12],"is":[13,39,73,114],"important":[14],"for":[15,27],"evaluating":[16],"breeding":[18,181],"environment":[19,174],"and":[20,46,83,107,123,138,143,171,182],"cows\u2019":[21,30,168],"selective":[22],"breeding.":[23],"current":[25],"practices":[26],"measuring":[28],"diary":[29],"are":[33],"mostly":[34],"by":[35,126],"human":[36],"observation,":[37],"which":[38,156],"not":[40],"only":[41],"tedious":[42],"but":[43],"also":[44],"inefficient":[45],"inaccurate.":[47],"In":[48],"this":[49,86,154],"paper,":[50],"we":[51],"develop":[52],"an":[53,62,128],"automatic":[54],"monitoring":[55],"system":[56],"based":[57,68],"on":[58,69],"video":[59],"analysis.":[60],"First,":[61],"improved":[63],"optical":[64],"flow":[65],"tracking":[66],"algorithm":[67,113],"Shi-Tomasi":[70,93],"corner":[71],"detection":[72,109,112],"presented.":[74],"By":[75],"combining":[76],"morphological":[78],"features":[79],"head,":[81],"leg,":[82,122],"tail":[84,137],"movements,":[85],"method":[87,151],"effectively":[88,165],"reduces":[89,100],"number":[91,119],"points,":[94],"eliminates":[95],"interference":[96],"from":[97],"background":[98],"movement,":[99],"computational":[102],"complexity":[103],"algorithm,":[106],"improves":[108],"accuracy.":[110],"used":[115],"to":[116,163],"calculate":[117],"tail,":[121],"head":[124,139],"movements":[125],"using":[127],"artificial":[129],"neural":[130],"network.":[131],"accuracy":[133],"range":[134],"reached":[140],"[0.88,":[141],"1]":[142],"recall":[145],"rate":[146],"was":[147],"[0.87,":[148],"1].":[149],"proposed":[152],"in":[153,175],"paper":[155],"provides":[157],"objective":[158],"measurements":[159],"can":[160],"help":[161],"researchers":[162],"more":[164],"analyze":[166],"living":[173],"process":[177],"cow":[180],"management.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
