{"id":"https://openalex.org/W3154666914","doi":"https://doi.org/10.1109/lifetech52111.2021.9391980","title":"Automatic Detection of Mounting Behavior in Cattle using Semantic Segmentation and Classification","display_name":"Automatic Detection of Mounting Behavior in Cattle using Semantic Segmentation and Classification","publication_year":2021,"publication_date":"2021-03-09","ids":{"openalex":"https://openalex.org/W3154666914","doi":"https://doi.org/10.1109/lifetech52111.2021.9391980","mag":"3154666914"},"language":"en","primary_location":{"id":"doi:10.1109/lifetech52111.2021.9391980","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lifetech52111.2021.9391980","pdf_url":null,"source":{"id":"https://openalex.org/S4306498803","display_name":"2021 IEEE 3rd Global Conference on Life Sciences and Technologies (LifeTech)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 3rd Global Conference on Life Sciences and Technologies (LifeTech)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021182279","display_name":"Su Myat Noe","orcid":null},"institutions":[{"id":"https://openalex.org/I118574687","display_name":"University of Miyazaki","ror":"https://ror.org/0447kww10","country_code":"JP","type":"education","lineage":["https://openalex.org/I118574687"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Su Myat Noe","raw_affiliation_strings":["Graduate School of Engineering, University of Miyazaki, Miyazaki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, University of Miyazaki, Miyazaki, Japan","institution_ids":["https://openalex.org/I118574687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058861287","display_name":"Thi Thi Zin","orcid":null},"institutions":[{"id":"https://openalex.org/I118574687","display_name":"University of Miyazaki","ror":"https://ror.org/0447kww10","country_code":"JP","type":"education","lineage":["https://openalex.org/I118574687"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Thi Thi Zin","raw_affiliation_strings":["Graduate School of Engineering, University of Miyazaki, Miyazaki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, University of Miyazaki, Miyazaki, Japan","institution_ids":["https://openalex.org/I118574687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023940062","display_name":"Pyke Tin","orcid":"https://orcid.org/0000-0002-3623-2984"},"institutions":[{"id":"https://openalex.org/I118574687","display_name":"University of Miyazaki","ror":"https://ror.org/0447kww10","country_code":"JP","type":"education","lineage":["https://openalex.org/I118574687"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Pyke Tin","raw_affiliation_strings":["Graduate School of Engineering, University of Miyazaki, Miyazaki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, University of Miyazaki, Miyazaki, Japan","institution_ids":["https://openalex.org/I118574687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103267767","display_name":"Ikuo Kobayashi","orcid":"https://orcid.org/0000-0002-0687-381X"},"institutions":[{"id":"https://openalex.org/I118574687","display_name":"University of Miyazaki","ror":"https://ror.org/0447kww10","country_code":"JP","type":"education","lineage":["https://openalex.org/I118574687"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ikuo Kobayashi","raw_affiliation_strings":["Field Science Center, Faculty of Agriculture, University of Miyazaki, Miyazaki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Field Science Center, Faculty of Agriculture, University of Miyazaki, Miyazaki, Japan","institution_ids":["https://openalex.org/I118574687"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9301,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.62713936,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"227","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.6841999888420105,"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":0.6841999888420105,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7453826069831848},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6271697282791138},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6131705045700073},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.516553521156311},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3960973620414734},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35117852687835693}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7453826069831848},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6271697282791138},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6131705045700073},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.516553521156311},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3960973620414734},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35117852687835693}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lifetech52111.2021.9391980","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lifetech52111.2021.9391980","pdf_url":null,"source":{"id":"https://openalex.org/S4306498803","display_name":"2021 IEEE 3rd Global Conference on Life Sciences and Technologies (LifeTech)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 3rd Global Conference on Life Sciences and Technologies (LifeTech)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2962835968","https://openalex.org/W3091519774","https://openalex.org/W3113765343","https://openalex.org/W6637373629","https://openalex.org/W6784515810"],"related_works":["https://openalex.org/W4379231730","https://openalex.org/W4389858081","https://openalex.org/W4324315429","https://openalex.org/W2501551404","https://openalex.org/W4385583601","https://openalex.org/W4298131179","https://openalex.org/W2033914206","https://openalex.org/W2042327336","https://openalex.org/W3204019825","https://openalex.org/W1522196789"],"abstract_inverted_index":{"In":[0,47],"cattle":[1,21,34,52,178],"farming":[2],"sector,":[3],"the":[4,20,29,33,74,77,90,110,112,116,126,153,177],"accurate":[5],"detection":[6,54,63],"of":[7,26,45,64,84,87,129,157],"estrus":[8,27],"plays":[9],"a":[10,43,81,172],"vital":[11],"role":[12],"because":[13],"incorrect":[14],"timing":[15],"for":[16,42,96],"artificial":[17],"insemination":[18],"affects":[19],"business.":[22],"The":[23,93,155],"noticeable":[24],"sign":[25],"is":[28],"standing":[30,35],"heat,":[31],"where":[32],"to":[36,104,182],"be":[37,105,168],"mounted":[38],"by":[39],"other":[40],"cows":[41],"couple":[44],"seconds.":[46],"this":[48,158],"paper,":[49],"we":[50],"proposed":[51,113],"region":[53],"using":[55,183],"deep":[56,163],"learning":[57,69,120,164],"semantic":[58,165],"segmentation":[59,166],"model":[60],"and":[61,100,137,144,179],"automatic":[62],"mounting":[65],"behavior":[66],"with":[67,125],"machine":[68,119],"classification":[70,185],"methods.":[71],"Based":[72],"on":[73,89],"conducted":[75],"experiment,":[76],"results":[78],"show":[79],"that":[80,162],"mean":[82],"Intersection":[83],"Union":[85],"(IoU)":[86],"98%":[88],"validation":[91],"set.":[92],"pixel-wise":[94],"accuracy":[95,127],"two":[97],"classes":[98],"(cattle":[99],"background)":[101],"was":[102],"found":[103],"both":[106],"98%,":[107],"respectively.":[108,146],"For":[109],"classification,":[111],"method":[114],"compares":[115],"four":[117],"supervised":[118],"methods":[121],"which":[122],"can":[123],"detect":[124],"rate":[128],"Support":[130],"Vector":[131],"Machine,":[132],"Na\u00efve":[133,149],"Bayes,":[134],"Logistic":[135],"Regression":[136,139],"Linear":[138],"are":[140],"87%,":[141],"96%,":[142],"90%,":[143],"80%":[145],"Among":[147],"them,":[148],"Bayes":[150],"algorithm":[151],"perform":[152],"best.":[154],"novelty":[156],"work":[159],"noticeably":[160],"implies":[161],"could":[167],"effectively":[169],"employed":[170],"as":[171],"preprocessing":[173],"step":[174],"in":[175],"segmenting":[176],"background":[180],"prior":[181],"various":[184],"models.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}