{"id":"https://openalex.org/W2915060023","doi":"https://doi.org/10.1109/ivcnz.2018.8634739","title":"A Hybrid Rolling Skew Histogram-Neural Network Approach to Dairy Cow Identification System","display_name":"A Hybrid Rolling Skew Histogram-Neural Network Approach to Dairy Cow Identification System","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2915060023","doi":"https://doi.org/10.1109/ivcnz.2018.8634739","mag":"2915060023"},"language":"en","primary_location":{"id":"doi:10.1109/ivcnz.2018.8634739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivcnz.2018.8634739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Image and Vision Computing New Zealand (IVCNZ)","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/A5067014246","display_name":"Cho Nilar Phyo","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":true,"raw_author_name":"Cho Nilar Phyo","raw_affiliation_strings":["Interdisciplinary Graduate School of Agriculture and Engineering, University of Miyazaki"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Graduate School of Agriculture and Engineering, University of Miyazaki","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"],"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/A5110825185","display_name":"Hiromitsu Hama","orcid":null},"institutions":[{"id":"https://openalex.org/I317356780","display_name":"Osaka City University","ror":"https://ror.org/02skfsw40","country_code":"JP","type":"education","lineage":["https://openalex.org/I317356780"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiromitsu Hama","raw_affiliation_strings":["Graduate School of Engineering, Osaka City University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Osaka City University, Osaka, Japan","institution_ids":["https://openalex.org/I317356780"]}]},{"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"],"affiliations":[{"raw_affiliation_string":"Field Science Center Faculty of Agriculture, University of Miyazaki","institution_ids":["https://openalex.org/I118574687"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067014246"],"corresponding_institution_ids":["https://openalex.org/I118574687"],"apc_list":null,"apc_paid":null,"fwci":1.217,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.8171358,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9929999709129333,"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"}},{"id":"https://openalex.org/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9927999973297119,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/milking","display_name":"Milking","score":0.6267720460891724},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6103205680847168},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5985168218612671},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.518064022064209},{"id":"https://openalex.org/keywords/automatic-milking","display_name":"Automatic milking","score":0.5041185617446899},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48031824827194214},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.44894102215766907},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44174426794052124},{"id":"https://openalex.org/keywords/skew","display_name":"Skew","score":0.4317563772201538},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3509690761566162},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11230418086051941},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07875588536262512},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06996408104896545}],"concepts":[{"id":"https://openalex.org/C2779885849","wikidata":"https://www.wikidata.org/wiki/Q933949","display_name":"Milking","level":2,"score":0.6267720460891724},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6103205680847168},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5985168218612671},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.518064022064209},{"id":"https://openalex.org/C2780042802","wikidata":"https://www.wikidata.org/wiki/Q2166154","display_name":"Automatic milking","level":5,"score":0.5041185617446899},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48031824827194214},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.44894102215766907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44174426794052124},{"id":"https://openalex.org/C43711488","wikidata":"https://www.wikidata.org/wiki/Q7534783","display_name":"Skew","level":2,"score":0.4317563772201538},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3509690761566162},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11230418086051941},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07875588536262512},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06996408104896545},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C2776659692","wikidata":"https://www.wikidata.org/wiki/Q719426","display_name":"Lactation","level":3,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C22641795","wikidata":"https://www.wikidata.org/wiki/Q868757","display_name":"Ice calving","level":4,"score":0.0},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ivcnz.2018.8634739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivcnz.2018.8634739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Image and Vision Computing New Zealand (IVCNZ)","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":7,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1999825768","https://openalex.org/W2061340187","https://openalex.org/W2112796928","https://openalex.org/W2155893237","https://openalex.org/W2731326258","https://openalex.org/W6740927948"],"related_works":["https://openalex.org/W588324198","https://openalex.org/W2518812982","https://openalex.org/W1496089588","https://openalex.org/W2084679560","https://openalex.org/W1998077906","https://openalex.org/W2618386466","https://openalex.org/W2071117866","https://openalex.org/W4291788796","https://openalex.org/W163840516","https://openalex.org/W2112198772"],"abstract_inverted_index":{"In":[0,118],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,89,95,284],"hybrid":[6],"method":[7,87],"in":[8,25,131,135,217,247],"which":[9,76,93,231],"rolling":[10,190],"skew":[11,192],"histogram":[12,193],"and":[13,22,43,50,79,112,152,162,179,194,268,273],"neural":[14,204],"network":[15,208],"techniques":[16],"are":[17,130,223],"fused":[18],"to":[19,68],"recognize":[20],"patterns":[21,238],"identify":[23],"cows":[24,129],"the":[26,41,52,70,82,85,99,106,116,120,123,128,132,140,160,166,172,177,191,197,201,212,218,226,244,256,262,276],"milking":[27,133,137,174],"rotary":[28,136,173],"parlor":[29,138],"of":[30,46,101,122,142,181,200,214,265],"dairy":[31,287],"farms.":[32],"Individual":[33],"cow":[34,49,75,104,144,216,228,278],"identification":[35,63,100,155,213,279],"is":[36,77,94,109,145,157,185,209,259,270],"very":[37,271],"important":[38],"for":[39,98,196,211,275,282],"managing":[40],"welfare":[42],"health":[44],"care":[45],"an":[47],"individual":[48,143,215],"developing":[51],"body":[53,168,183,237],"condition":[54],"scoring":[55],"system.":[56],"Although":[57],"there":[58],"has":[59],"some":[60,149],"sensor-based":[61],"cows'":[62,182],"system,":[64],"those":[65],"systems":[66],"require":[67],"attach":[69],"sensor":[71],"devices":[72],"on":[73,81,115,159,165,171,225],"each":[74],"costly":[78],"burden":[80],"cows.":[83],"Since":[84],"proposed":[86,107,257],"applies":[88],"single":[90],"video":[91,229],"camera":[92],"non-contact":[96],"device":[97],"many":[102],"different":[103,235],"patterns,":[105],"system":[108,124,258,280],"low":[110],"cost":[111],"no":[113],"burdens":[114],"cow.":[117],"particular,":[119],"operation":[121],"takes":[125],"place":[126],"while":[127,169],"process":[134,156,199],"where":[139],"monitoring":[141],"more":[146],"effective":[147,272],"than":[148],"other":[150],"time":[151],"places.":[153],"The":[154,206,221,251],"based":[158],"black":[161],"white":[163],"pattern":[164],"cow's":[167,236],"moving":[170],"parlor.":[175],"For":[176],"detecting":[178],"cropping":[180],"region":[184],"carried":[186],"out":[187],"by":[188],"using":[189],"used":[195],"training":[198],"deep":[202],"convolutional":[203],"network.":[205],"trained":[207],"employed":[210],"testing":[219],"process.":[220],"experiments":[222],"performed":[224],"self-collected":[227],"dataset":[230],"includes":[232],"around":[233],"60":[234],"that":[239,255],"have":[240],"been":[241],"taken":[242],"at":[243],"large-scale":[245],"farm":[246],"Oita":[248],"Prefecture,":[249],"Japan.":[250],"experimental":[252],"results":[253],"show":[254],"promising":[260],"with":[261],"overall":[263],"accuracy":[264],"96.3":[266],"%":[267],"it":[269],"practical":[274],"real-time":[277],"needed":[281],"establishing":[283],"modern":[285],"precision":[286],"farming.":[288]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
