{"id":"https://openalex.org/W3205383870","doi":"https://doi.org/10.1109/dicta52665.2021.9647417","title":"Video-based cattle identification and action recognition","display_name":"Video-based cattle identification and action recognition","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W3205383870","doi":"https://doi.org/10.1109/dicta52665.2021.9647417","mag":"3205383870"},"language":"en","primary_location":{"id":"doi:10.1109/dicta52665.2021.9647417","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta52665.2021.9647417","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2110.07103","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066553195","display_name":"Chuong Hoang Nguyen","orcid":"https://orcid.org/0000-0002-2860-3159"},"institutions":[{"id":"https://openalex.org/I2802348851","display_name":"Vision Australia","ror":"https://ror.org/05vje5x10","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I2802348851"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Chuong Nguyen","raw_affiliation_strings":["Imaging and Computer Vision CSIRO Data61,Australia"],"affiliations":[{"raw_affiliation_string":"Imaging and Computer Vision CSIRO Data61,Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I2802348851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053719139","display_name":"Dadong Wang","orcid":"https://orcid.org/0000-0003-0409-2259"},"institutions":[{"id":"https://openalex.org/I2802348851","display_name":"Vision Australia","ror":"https://ror.org/05vje5x10","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I2802348851"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dadong Wang","raw_affiliation_strings":["Imaging and Computer Vision CSIRO Data61,Australia"],"affiliations":[{"raw_affiliation_string":"Imaging and Computer Vision CSIRO Data61,Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I2802348851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033108288","display_name":"Karl Von-Richter","orcid":null},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Karl Von Richter","raw_affiliation_strings":["Robotic and Autonomous Systems CSIRO Data61,Australia"],"affiliations":[{"raw_affiliation_string":"Robotic and Autonomous Systems CSIRO Data61,Australia","institution_ids":["https://openalex.org/I42894916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047515228","display_name":"Philip Valencia","orcid":"https://orcid.org/0000-0002-0140-4723"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Philip Valencia","raw_affiliation_strings":["Robotic and Autonomous Systems CSIRO Data61,Australia"],"affiliations":[{"raw_affiliation_string":"Robotic and Autonomous Systems CSIRO Data61,Australia","institution_ids":["https://openalex.org/I42894916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036277616","display_name":"Flavio A. P. Alvarenga","orcid":"https://orcid.org/0000-0002-3256-3698"},"institutions":[{"id":"https://openalex.org/I2801559191","display_name":"New South Wales Department of Primary Industries","ror":"https://ror.org/050khh066","country_code":"AU","type":"government","lineage":["https://openalex.org/I2801351115","https://openalex.org/I2801559191"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Flavio A.P. Alvarenga","raw_affiliation_strings":["Livestock Industry Centre, UNE,Health and Resilience,NSW Department of Primary Industries,Armidale,Australia,NSW 2351"],"affiliations":[{"raw_affiliation_string":"Livestock Industry Centre, UNE,Health and Resilience,NSW Department of Primary Industries,Armidale,Australia,NSW 2351","institution_ids":["https://openalex.org/I2801559191"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001910875","display_name":"Greg Bishop-Hurley","orcid":"https://orcid.org/0000-0002-7671-8292"},"institutions":[{"id":"https://openalex.org/I4210166208","display_name":"Animal, Food and Health Sciences","ror":"https://ror.org/05rke7t32","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210166208","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gregory Bishop\u2013Hurley","raw_affiliation_strings":["Health and Resilience CSIRO Agriculture and Food,Australia"],"affiliations":[{"raw_affiliation_string":"Health and Resilience CSIRO Agriculture and Food,Australia","institution_ids":["https://openalex.org/I4210166208"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5066553195"],"corresponding_institution_ids":["https://openalex.org/I2802348851","https://openalex.org/I42894916"],"apc_list":null,"apc_paid":null,"fwci":0.2332,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56878147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"05"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9933000206947327,"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":0.9933000206947327,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9617000222206116,"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/T12365","display_name":"Effects of Environmental Stressors on Livestock","score":0.958299994468689,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.790372371673584},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.634495735168457},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6023563146591187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5956515073776245},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.5492357015609741},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4836667478084564},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46195247769355774},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.46134239435195923},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32737842202186584},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06527140736579895}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.790372371673584},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.634495735168457},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6023563146591187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5956515073776245},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.5492357015609741},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4836667478084564},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46195247769355774},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.46134239435195923},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32737842202186584},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06527140736579895},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/dicta52665.2021.9647417","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta52665.2021.9647417","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2110.07103","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2110.07103","pdf_url":"https://arxiv.org/pdf/2110.07103","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3205383870","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/2110.07103.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2110.07103","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2110.07103","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2110.07103","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2110.07103","pdf_url":"https://arxiv.org/pdf/2110.07103","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310744","display_name":"Science and Industry Endowment Fund","ror":"https://ror.org/04c4mj004"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3205383870.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2479887945","https://openalex.org/W2507009361","https://openalex.org/W2613718673","https://openalex.org/W2620940996","https://openalex.org/W2766899726","https://openalex.org/W2851061873","https://openalex.org/W2887051120","https://openalex.org/W2890302620","https://openalex.org/W2952122856","https://openalex.org/W2963037989","https://openalex.org/W2964241181","https://openalex.org/W2997854152","https://openalex.org/W3015116370","https://openalex.org/W3096824106","https://openalex.org/W3111661674","https://openalex.org/W3115384784","https://openalex.org/W3183758119","https://openalex.org/W6620707391","https://openalex.org/W6738667803","https://openalex.org/W6787431922"],"related_works":["https://openalex.org/W3092426903","https://openalex.org/W3211055744","https://openalex.org/W2913533968","https://openalex.org/W3049600440","https://openalex.org/W3014348025","https://openalex.org/W2915544703","https://openalex.org/W3127626886","https://openalex.org/W3135774355","https://openalex.org/W2802043043","https://openalex.org/W2944370791","https://openalex.org/W3025718287","https://openalex.org/W3037988843","https://openalex.org/W2474507027","https://openalex.org/W2945356678","https://openalex.org/W2891331585","https://openalex.org/W3120233675","https://openalex.org/W2904843390","https://openalex.org/W2032363613","https://openalex.org/W3177924523","https://openalex.org/W221912421"],"abstract_inverted_index":{"We":[0],"demonstrate":[1],"a":[2,29,32],"working":[3],"prototype":[4],"for":[5,39,49,57,101,108],"the":[6,14,50,58,67,77,96],"monitoring":[7],"of":[8,34,44,52,60,79],"cow":[9,40,102],"welfare":[10],"by":[11],"automatically":[12],"analysing":[13],"animal":[15],"behaviours.":[16],"Deep":[17],"learning":[18,70],"models":[19],"have":[20],"been":[21,37,47],"developed":[22],"and":[23,31,55,89,104],"tested":[24],"with":[25],"videos":[26],"acquired":[27],"in":[28],"farm,":[30],"precision":[33],"81.2%":[35],"has":[36,46],"achieved":[38,48],"identification.":[41],"An":[42],"accuracy":[43],"84.4%":[45],"detection":[51,59],"drinking":[53],"events,":[54],"94.4%":[56],"grazing":[61],"events.":[62],"Experimental":[63],"results":[64],"show":[65],"that":[66],"proposed":[68],"deep":[69],"method":[71],"can":[72],"be":[73,93],"used":[74],"to":[75,82],"identify":[76],"behaviours":[78],"individual":[80],"animals":[81],"enable":[83],"automated":[84],"farm":[85],"provenance.":[86],"Our":[87],"raw":[88],"ground-truth":[90],"dataset":[91,100],"will":[92],"released":[94],"as":[95],"first":[97],"public":[98],"video":[99],"identification":[103],"action":[105],"recognition.":[106],"Recommendations":[107],"further":[109],"development":[110],"are":[111],"also":[112],"provided.":[113]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}