{"id":"https://openalex.org/W3117202502","doi":"https://doi.org/10.1109/gcce50665.2020.9291919","title":"Image Processing and Statistical Analysis Approach to Predict Calving Time in Dairy Cows","display_name":"Image Processing and Statistical Analysis Approach to Predict Calving Time in Dairy Cows","publication_year":2020,"publication_date":"2020-10-13","ids":{"openalex":"https://openalex.org/W3117202502","doi":"https://doi.org/10.1109/gcce50665.2020.9291919","mag":"3117202502"},"language":"en","primary_location":{"id":"doi:10.1109/gcce50665.2020.9291919","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce50665.2020.9291919","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 9th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5066699141","display_name":"Swe Zar Maw","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":"Swe Zar Maw","raw_affiliation_strings":["Interdisciplinary Graduate School of Agriculture and Engineering, University of Miyazaki, Miyazaki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Interdisciplinary Graduate School of Agriculture and 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":["Faculty of Engineering, University of Miyazaki, Miyazaki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, University of Miyazaki, Miyazaki, Japan","institution_ids":["https://openalex.org/I118574687"]}]},{"author_position":"last","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":["International Relations Center, University of Miyazaki, Miyazaki, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Relations Center, University of Miyazaki, Miyazaki, Japan","institution_ids":["https://openalex.org/I118574687"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I118574687"],"apc_list":null,"apc_paid":null,"fwci":0.7031,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71710526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"318","last_page":"319"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12365","display_name":"Effects of Environmental Stressors on Livestock","score":0.9801999926567078,"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"}},"topics":[{"id":"https://openalex.org/T12365","display_name":"Effects of Environmental Stressors on Livestock","score":0.9801999926567078,"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/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9794999957084656,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9347000122070312,"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/ice-calving","display_name":"Ice calving","score":0.7443528175354004},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.6317960023880005},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5916965007781982},{"id":"https://openalex.org/keywords/dairy-cattle","display_name":"Dairy cattle","score":0.5186895132064819},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5106392502784729},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4723302721977234},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4152927100658417},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3958859145641327},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3858638405799866},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3419107496738434},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28759312629699707},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.18168535828590393},{"id":"https://openalex.org/keywords/animal-science","display_name":"Animal science","score":0.16617527604103088},{"id":"https://openalex.org/keywords/lactation","display_name":"Lactation","score":0.1357336938381195},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10723021626472473}],"concepts":[{"id":"https://openalex.org/C22641795","wikidata":"https://www.wikidata.org/wiki/Q868757","display_name":"Ice calving","level":4,"score":0.7443528175354004},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.6317960023880005},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5916965007781982},{"id":"https://openalex.org/C2776977481","wikidata":"https://www.wikidata.org/wiki/Q2915","display_name":"Dairy cattle","level":2,"score":0.5186895132064819},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5106392502784729},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4723302721977234},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4152927100658417},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3958859145641327},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3858638405799866},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3419107496738434},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28759312629699707},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.18168535828590393},{"id":"https://openalex.org/C140793950","wikidata":"https://www.wikidata.org/wiki/Q168091","display_name":"Animal science","level":1,"score":0.16617527604103088},{"id":"https://openalex.org/C2776659692","wikidata":"https://www.wikidata.org/wiki/Q719426","display_name":"Lactation","level":3,"score":0.1357336938381195},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10723021626472473},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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":1,"locations":[{"id":"doi:10.1109/gcce50665.2020.9291919","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce50665.2020.9291919","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 9th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2131842403","https://openalex.org/W2913106485"],"related_works":["https://openalex.org/W3133517321","https://openalex.org/W2364370872","https://openalex.org/W123819693","https://openalex.org/W2053269318","https://openalex.org/W1964992271","https://openalex.org/W2025614924","https://openalex.org/W2294335174","https://openalex.org/W2560129655","https://openalex.org/W2097963413","https://openalex.org/W1591475660"],"abstract_inverted_index":{"An":[0],"accurate":[1],"prediction":[2,103],"of":[3,11,49,67,109,124,135],"calving":[4,37,68,125],"time":[5,38],"in":[6,22,39,75],"dairy":[7,23,40,137],"cows":[8,52,138],"is":[9,154],"one":[10],"the":[12,45,50,65,71,76,91,107,122,128,133,151],"most":[13],"important":[14],"factors":[15],"to":[16,35],"make":[17],"an":[18,28],"optimal":[19],"reproduction":[20],"process":[21],"farming.":[24],"This":[25],"paper":[26],"proposes":[27],"image":[29],"processing":[30],"and":[31,89],"statistical":[32,96],"analysis":[33],"approach":[34],"predict":[36],"cows.":[41],"Specifically,":[42],"we":[43,112,131,148],"extract":[44],"behavior":[46,92],"changes":[47,93],"patterns":[48],"expected":[51],"by":[53,94,116],"using":[54,95],"simple":[55],"effective":[56],"motion":[57],"history":[58],"images":[59],"(MHI)":[60],"a":[61,146],"few":[62],"days":[63],"before":[64,142],"occurrence":[66],"event":[69],"from":[70],"video":[72],"sequences":[73],"taken":[74],"maternity":[77],"bans.":[78,126],"We":[79],"then":[80],"classify":[81],"extracted":[82],"features":[83],"with":[84],"support":[85],"vector":[86],"machine":[87],"(SVM)":[88],"analyze":[90],"method,":[97,111],"Hidden":[98],"Markov":[99],"model":[100],"(HMM)":[101],"for":[102,139],"process.":[104],"To":[105],"confirm":[106],"validity":[108],"proposed":[110,152],"perform":[113],"some":[114],"experiments":[115],"installing":[117],"360-degree":[118],"view":[119],"cameras":[120],"at":[121],"top":[123],"At":[127],"first":[129],"stage,":[130],"analyzed":[132],"behaviors":[134],"25":[136],"72":[140],"hours":[141],"giving":[143],"birth.":[144],"As":[145],"result,":[147],"find":[149],"that":[150],"method":[153],"promising.":[155]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
